This happens to most small businesses multiple times a day. A call rings out during a busy period, and the customer, ready to book, moves on to whoever picks up first.

The service you provide is excellent. The team is committed. The business is growing. And you are quietly losing customers you never had a chance to speak to.

The problem does not show up on any report. There is no “missed opportunity” line on your revenue dashboard. The loss is invisible, which is exactly why it keeps happening.

The Number Most Business Owners Have Never Calculated

Walk through this with your own business in mind.

Say your business misses an average of five calls a day. Some are existing customers rescheduling. But a meaningful portion are new customers calling to book for the first time. Conservatively, assume three of those five are new enquiries.

At an average booking value of £50, three missed new customers a day is £150 in lost revenue. Per day. That is £4,500 a month. Over a year, £54,000 in bookings that went to someone else, not because your service was worse, but because your phone was busy.

For businesses with higher booking values, say a clinic, a trades service, or a specialist salon, the number compounds faster. Five missed calls a day at a £150 average booking is £162,000 a year. Lost silently, one unanswered ring at a time.

The Cruelest Part: You Lose the Most When Business Is Best

The instinct when business picks up is to feel confident. Full chairs, busy phones, a waiting list. The metrics look good.

What is actually happening during peak hours is a structural problem: the team is at capacity serving customers already present, and new customers calling to join are hitting a wall. The people most likely to convert, callers who have already decided to book and just need someone to confirm the slot, are the ones most likely to hear it ring out.

Growth increases the volume of inbound interest. Without a system that can respond to that interest independently of how busy the floor is, growth also increases the volume of missed opportunities. The two scale together.

The businesses that break this pattern are not the ones that hire faster or push staff harder. They are the ones that stop relying on a human being physically available to answer every call.

Why Every Fix You’ve Already Tried Falls Short

Most business owners reach this problem and try one of three things. Each one addresses a symptom without fixing the cause.

Online booking systems

Booking platforms work well for customers who are already familiar with your business and motivated to navigate a form. A first-time caller, someone who found you on Google or got a recommendation and wants to ask a quick question before committing, will not go looking for a booking link. They called because calling is faster. When the call goes unanswered, the booking link is irrelevant.

Callback messages and voicemail

Leaving a voicemail requires effort, and most people do not bother. Research consistently shows that voicemail response rates for service businesses sit below 20%. The customer who called on a Thursday afternoon is not waiting for a callback Friday morning. By then, they have already booked elsewhere or forgotten the impulse entirely.

Additional staff

Hiring a receptionist to manage calls solves the problem, at a cost of £25,000 to £35,000 per year for a full-time role. That person works set hours, takes breaks, gets sick, and is unavailable after 6pm and on weekends, which are often the highest-volume calling periods for service businesses. The coverage gap remains, just at a higher cost.

What a Structural Fix Actually Looks Like

The gap is not a staffing gap. It is a coverage gap. Calls arrive when teams are occupied, and there is no system to handle them independently.

Closing this gap requires something that operates at the same hours your customers do, responds immediately regardless of how busy the floor is, and handles the routine part of the interaction (availability, booking, common questions) without pulling staff away from the customer in front of them.

What that looks like in practice:

1. Every call is answered instantly, regardless of what time it is or how busy the business is. No rings, no voicemail, no hold music.
2. Routine enquiries are handled end-to-end: appointment availability, booking confirmation, common questions answered without any staff involvement.
3. Complex calls are handled correctly: when a caller needs a human, they are routed appropriately, with context, rather than starting from scratch.
4. Every interaction is logged: what was asked, what was booked, which calls came in after hours. The business can see the volume of opportunities it was previously missing entirely.

OI: Built for Exactly This Problem

FLINT. is Sandhata’s voice system for small and growing businesses. It was built around one specific insight: the costliest moment in a small business is the call that rings out while the team is doing their best work.

FLINT answers every call. It handles appointment bookings, responds to common questions about availability and services, and manages out-of-hours enquiries in real time. When a caller needs to speak to a person, FLINT. routes the call with full context so the handover is clean.

For the business owner, the visibility matters as much as the coverage. FLINT. gives you a clear picture of call volume, what customers are asking for, when your peak enquiry periods are, and how many opportunities were previously going unanswered. That data alone changes how most business owners think about their communication.

There is no additional headcount required. No extended staff hours. FLINT. operates independently of the floor, available at 8am and at 8pm, on your quietest Tuesday and your busiest Saturday.

“The measure of a good communication system is not how well it works when you’re available. It’s how well it works when you’re not.”

The Revenue You Can Recover Starting Now

The customers you missed last week did not leave because of your service. Most of them never experienced your service. They left because a phone rang out at the wrong moment.

The most committed small business owners cannot manually solve a structural coverage problem. Working longer hours does not add phone coverage during a busy Saturday afternoon. Hiring more staff does not solve the after-hours problem without significantly increasing cost.

What changes the outcome is a system that operates when the team cannot, answers when nobody is free, and captures the bookings that would otherwise go to whoever picks up first.

That is the only version of this problem that has a permanent fix.

Or reach us directly: hello@sandhata.com

The post The Booking That Went Somewhere Else at 6:47pm appeared first on Sandhata.

You did not build this business to become a call handler.

You built it because you are exceptional at what you do. Because you saw a gap in the market, a community that needed serving, a problem worth solving. Somewhere between that founding clarity and today, something shifted. The phone became a tyrant. The schedule became a battlefield. Between the unanswered voicemail at 8:47 PM and the empty chair at 9:15 AM, the business you imagined began quietly bleeding revenue you never even knew to account for.

This is not a story about failing businesses. It is a story about growing ones, and the operational vulnerabilities that growth exposes when the system underneath has not kept pace.

Every unanswered call is not merely a missed conversation. It is a competitor’s acquisition opportunity, gift-wrapped.

Most service-based businesses are not losing customers through poor service delivery. They are losing them through poor service orchestration: the invisible scaffolding of calls, confirmations, reminders, and follow-ups that determines whether customers ever arrive in the first place.

A MORNING YOU WILL RECOGNISE

It is 9:15 AM. The first appointment of the day should have begun four minutes ago.

The chair is empty. There is no notification, no cancellation message, no courtesy call. The patient (or client, or customer; pick your industry) simply did not appear. Your front desk is already mid-conversation with someone on hold. The voicemail light blinks red, carrying a message that arrived at 11:23 PM the night before and has not yet been heard. Somewhere in your system, a waiting list exists. Nobody has called it.

By 10:00 AM, a revenue slot that cost you overhead, staffing, and preparation has evaporated. It will not come back.

This is not a bad day. This is a Tuesday.

It happens in physiotherapy clinics and law firms, in beauty studios and financial advisory offices, in dental practices and management consultancies. Anywhere a calendar governs revenue, this scenario plays out with relentless, exhausting frequency. The details change. The economic impact does not.

The operational dysfunction most businesses tolerate daily would be considered a crisis if it appeared in a single quarterly report.

THE ARITHMETIC OF INVISIBLE LOSS

Leaders in service-based businesses are typically precise about costs they can see payroll, rent, software licences, marketing spend. They are far less rigorous about costs they cannot easily itemise. This is where operational leakage quietly builds into something significant.

Consider a representative scenario. A business managing twenty daily appointments carries an average no-show or unrecovered cancellation rate of fifteen percent, a figure that understates what many organisations actually experience. That is three appointments per day generating zero revenue while consuming full operational cost.

3 appts/day

lost to no-shows or unrecovered cancellations, at a conservative 15% rate

~60/month

revenue-generating slots that simply disappear from the schedule

12% – 15%

of annual top-line revenue quietly lost before service is even rendered

The financial impact is only the most visible dimension of the problem. The secondary costs run just as deep.

Staff members, your most costly and most human resource, spend disproportionate portions of their day on reactive administrative work: calling customers who did not show, manually reshuffling schedules, fielding the same questions repeatedly, and attempting to reconstruct broken booking sequences in real time. This is not what you hired them to do. It is not what they do best. And it is not what makes them stay.

Customer experience deteriorates in parallel. A caller who reaches voicemail during peak hours and receives no callback within the hour has, statistically, already begun looking elsewhere. As digital booking and AI-assisted customer service become standard practice among larger competitors, the patience clients extend to slower-moving providers has shortened considerably. When a business fails to respond quickly, customers do not wait. They move on.

Your customers are not being disloyal. They are being rational. Speed of response has become the primary measure of competence.

WHY THE CONVENTIONAL TOOLKIT IS FAILING YOU

Here is where the conversation usually becomes uncomfortable. Most business leaders reading this are nodding, because they have already tried to solve it.

They have invested in online booking platforms. They send SMS reminders. They have drafted and redrafted cancellation policies with carefully worded penalties. They have hired additional front-desk staff and cross-trained the team on scheduling. None of it has resolved the core dysfunction. Here is why.

Reminder messages inform. They do not engage.

A text message confirming an appointment is a broadcast, not a conversation. It cannot detect hesitation, adapt to a changing schedule, or offer an alternative slot when the customer replies that they need to move things around. It creates a one-way communication channel in a world that now expects dialogue.

Manual outreach scales with headcount. Headcount does not scale without cost.

Every callback your team makes is a call they are not making to a new enquiry. Every manual rescheduling is a piece of focused attention diverted from clinical, advisory, or operational excellence. Human effort is irreplaceable where judgement and empathy are required. It is a poor fit where process and consistency are what the task actually demands.

Booking platforms serve customers who are already decided.

Online scheduling tools are conversion mechanisms, not retention tools. They work well for a customer who has opened their browser with clear intent. They do nothing for the customer who called at 6:45 PM on a Thursday, heard a busy tone, and forgot to try again.

Cancellation policies create friction, not loyalty.

A well-intentioned fee structure for late cancellations may protect revenue on paper while quietly eroding the client relationship that makes renewals possible. Policy is a blunt instrument. What the situation requires is a responsive system.

The diagnosis, across all of these approaches, is consistent: they treat symptoms. They do not address the structural reality that a growing service business generates more customer communication than a human team can consistently and excellently manage. Until that structural gap is filled, operational chaos continues regardless of how many new tools are layered on top.

THE ARCHITECTURE OF THE SOLUTION

WHAT FLINT. IS NOT

This distinction matters, and it deserves to be stated plainly.

FLINT. is not a replacement for your team. This claim is made often in the technology industry and often stated without substance. Here, it is structurally accurate. FLINT. handles the high-volume, process-driven communication layer: reminders, confirmations, rescheduling, follow-ups, re-engagement. These are tasks that do not require human judgement. They require human-quality consistency. That is precisely what FLINT. delivers.

The effect on your team is significant. When staff are no longer spending the first two hours of the morning on reactive call management, they become what the business actually needs them to be: present, focused, and genuinely attentive to the customers in front of them. Service quality rises. Staff satisfaction rises. Attrition, which carries a real cost in every service sector, typically falls.

The most successful deployments of FLINT. are not in businesses that wanted to reduce headcount. They are in businesses that wanted to raise the standard of what their team could deliver, without proportionally raising the operational burden on the people doing the work.

THE BUSINESS CASE FOR ACTING NOW

When reading about operational improvement, the temptation is to file it under things to revisit next quarter. The timing here carries a measurable cost that makes that response worth reconsidering.

Every day the current system operates, the losses described in this paper continue to accumulate. Three recovered appointments per day, at even a modest average transaction value, produces a material revenue difference over twelve months. The waitlist customers who are never contacted do not remain available indefinitely. They book with whoever does reach out. The team members absorbing repetitive administrative load do not sustain that pressure without consequence.

Beyond internal economics, the competitive environment is shifting. Larger players across every service sector are deploying AI-assisted customer communication at scale. The experience standard this creates does not stay contained to the enterprise segment. It spreads quickly into what clients expect from every provider they work with, regardless of size.

The businesses that act first do not merely recover lost revenue. They build a structural advantage in customer retention and conversion that becomes progressively harder for slower-moving competitors to close.

Operational excellence has always been a competitive differentiator. The difference now is that it can be built systematically, not just aspired to.

BUILT FOR THE BUSINESSES THAT BUILT THEIR INDUSTRIES

FLINT. was designed by practitioners who have spent considerable time inside service businesses, understanding not the idealised version of how operations should function, but the complex, pressured, human reality of how they actually do.

The result is a system that does not ask your team to significantly adapt to new technology. It adapts to the rhythms of your business. It connects with existing scheduling infrastructure. It learns the patterns of your customer communication. And it operates with a level of conversational quality that reflects the standard your brand maintains in every other interaction.

It does not call in sick. It does not reach capacity at 4:30 PM. It does not miss the confirmation call because another line was already ringing.

See FLINT. in Action

If the scenarios in this paper are recognisable (and we suspect they are), we would welcome the opportunity to show you how FLINT. performs in a business context similar to yours.

Contact us at  hello@sandhata.com  or visit  www.sandhata.com/voi

The post The Revenue You Never Knew You Were Losing appeared first on Sandhata.

Every product demo looks great on the surface. Sleek dashboards. Seamless integrations. Smooth customer experiences. 

But the surface isn’t what keeps your systems alive. The invisible layer of code underneath is what decides whether your business scales or stalls. 

In TIBCO BusinessWorks, that invisible layer is even more dangerous. Low-code promises speed. But speed without discipline is chaos, and chaos in mission-critical integrations doesn’t just break features. It breaks trust. 

Why Code Quality Is Your Only Real Moat 

Product features can be copied. UI design can be imitated. Even pricing strategies can be undercut. But code quality? That’s the one moat your competitors can’t replicate overnight. 

Ignore it, and you invite disaster. A global payments processor discovered this when one missed error in a BusinessWorks palette disrupted transactions across three continents for six hours. The fallout: millions in lost revenue and customer trust that never fully recovered. 

The Myth of Manual Reviews 

“We already do code reviews.”
That’s what most engineering leaders say until the outage happens. 

Manual reviews are slow, biased, and incomplete. A senior dev skims configs after a long sprint, misses an edge case, and rubber-stamps it. By the time feedback is shared, the code has already changed. The cost of fixing the bug multiplies tenfold. 

In BusinessWorks, relying on manual review is like hunting for a snake in a dark forest with a flashlight. You’ll miss the one that bites you. 

The Invisible Enemies Hiding in BusinessWorks 

Low-code hides landmines that traditional coding teams don’t see: 

• Hidden Logic Complexity: Nested workflows that turn simple changes into domino chains. 

• Tight Coupling via Shared Resources: A tweak in one global variable ripples across systems you forgot were connected. 

• Inconsistent Error Handling: One process fails silently while another crashes loudly. Neither predictable. 

• Redundant Activities: Old activities bloat pipelines and slow debugging. 

• Poor Naming Conventions: New devs waste weeks deciphering spaghetti-logic. 

A global logistics company ran headfirst into this wall. Years of organic growth created a codebase no one understood. When a partner demanded urgent API changes, no one dared touch it. Only after implementing automated checks and structured refactoring could they reduce lead times from weeks to days. 

Technical Debt: The Silent Tax on Innovation 

Technical debt isn’t old code. It’s a compounding tax on your future. Every shortcut, every skipped review, every “we’ll fix it later” accrues interest. 

• Teams avoid changes for fear of breakage. 

• Product launches drag. 

• Competitors ship faster. 

A financial services giant learned this the hard way. Engineers spent more time avoiding risks than writing features. After deploying CODI: 

• Over 300 hidden flaws were resolved in six months. 

• New hire onboarding time dropped by 70%. 

• Incident rates fell by half. 

Technical debt was crushing them. CODI became their interest-rate reducer. 

Enter CODI: The Low-Code Enforcer 

CODI isn’t just another “quality score” generator. It’s a scalpel for BusinessWorks. 

• Extraction & Deep Analysis: Every palette, process, and config is scanned. CODI spots inconsistent error handling, risky couplings, and structural weaknesses before they hit production. 

• Actionable Insights: Reports aren’t vague. They’re context-aware, telling you exactly what’s wrong, why it matters, and how to fix it. 

• Seamless Integration: Plug into Git or CI/CD pipelines. Every commit gets scanned automatically, making quality part of the daily workflow, not an afterthought. 

CODI doesn’t replace engineers. It amplifies them. Freeing senior talent to focus on architecture and mentoring while automation catches the low-hanging flaws. 

Case Studies That Prove the Point 

1. Telecom Operator: From Monthly Outages to Predictable Stability

For years, one of Asia’s largest telecom operators had accepted outages as “part of the job.” Every month, without fail, some unexpected break in their BusinessWorks ecosystem would bring down customer-facing services. Engineers were in constant firefighting mode. Leadership had even started budgeting for incident penalties because failure felt inevitable. 

The problem wasn’t that the team lacked skill. It was that their system had grown too complex to manually monitor. Shared resources caused ripple effects. Nested workflows hid bugs in plain sight. No amount of manual reviews could keep up. 

Once CODI was deployed, the change was dramatic. The tool scanned every process and configuration, highlighting hundreds of hidden flaws no human had caught. It exposed inconsistent error handling that had been silently crashing processes. It flagged tight couplings that caused failures to cascade across unrelated systems. 

Within six months: 

• Incident rates dropped by 50%. 

• Deployment anxiety turned into deployment confidence. 

• Engineering teams finally shifted their time from crisis management to innovation. 

Instead of preparing for outages, the telecom could plan new service rollouts with confidence, a cultural shift that restored both internal morale and customer trust. 

2. Financial Services Giant: Onboarding in Weeks, Not Months

In global financial services, time is literally money. But for one top-five player, technical debt had turned onboarding into a nightmare. 

Before CODI, new developers joining the integration team often spent three to four months just learning the quirks of the existing BusinessWorks environment. Naming conventions were inconsistent, error-handling rules differed from one workflow to the next, and tribal knowledge was the only real documentation. Senior engineers spent more time hand-holding than solving customer problems. 

The company adopted CODI to enforce automated quality gates at every stage of development. Instead of subjective, memory-driven reviews, every commit was scanned and flagged automatically for inconsistencies or risky patterns. 

The results were immediate: 

• New hires went from “confused observers” to productive contributors in a matter of weeks. 

• Senior engineers were freed from endless code walkthroughs and could focus on architecture and mentoring. 

• Code quality became objective, consistent, and scalable, no longer reliant on who happened to be available that week. 

In financial services, agility without risk is priceless. CODI allowed this firm to achieve both. 

3. Global Logistics Firm: Turning Risk Into a Competitive Edge

A global logistics leader had accumulated years of integration spaghetti. Different teams had hacked together workflows, shortcuts, and patches to keep pace with customer demands. The result was a fragile codebase no one fully understood. 

Every time a partner requested an API change, the team froze. Any modification risked breaking mission-critical flows. The company’s growth slowed not because of strategy, but because of fear. 

CODI became the turning point. By scanning and mapping the entire BusinessWorks landscape, it provided visibility into risks and redundancies. Engineers could now refactor with confidence, cleaning up old workflows and standardizing practices. 

The transformation was measurable: 

• Change lead times shrank from weeks to days. 

• The engineering team reclaimed its velocity and started saying “yes” to customer requests again. 

• What had once been seen as a “legacy liability” became a selling point in competitive bids. 

By demonstrating faster, safer integrations, the logistics firm won new contracts against competitors who were still bogged down by technical debt. CODI turned fear into leverage. 

Before CODI vs. After CODI 

Why Developers Actually Love CODI 

Nobody wants to write bad code. Most devs simply don’t get the feedback they need in time. CODI changes that. 

Instead of waiting for a scathing code review after the fact, devs get immediate, constructive guidance. Quality becomes a point of pride, not a punishment. Teams shift from “don’t break it” to “let’s improve it.” 

The Culture Shift: From Firefighting to Flow 

CODI isn’t just a tool. It’s a cultural inflection point. 

Once quality becomes embedded in daily workflows, it stops being a compliance checkbox. It becomes DNA. Teams ship faster, attract top talent, and win trust with every release. 

That telecom operator didn’t just reduce outages. They reignited their engineering culture. Developers stopped dreading deployments and started mentoring each other on best practices. 

The Cost of Ignoring Code Quality 

Avoiding quality investments today is gambling with tomorrow’s velocity. You might save a sprint now, but you’ll pay it back tenfold in downtime, churn, and attrition. 

Companies that treat quality as optional stagnate. Their best engineers leave. Their product roadmaps shrink. Their innovation dries up. 

Build What Lasts 

Low-code platforms like BusinessWorks promise speed. CODI ensures that speed doesn’t self-destruct. 

Here’s the offer to every leader reading this: 

• Catch bugs early, when they’re 10x cheaper to fix. 

• Reduce technical debt before it strangles innovation. 

• Turn software quality into your moat, not your weakness. 

Closing Line:
You’re not just building integrations. You’re building leverage. With CODI, you don’t just deliver faster. You deliver stronger. And that’s what lasts. 

To integrate with us, click here: https://www.sandhata.com/contact-us

The post TIBCO BusinessWorks’ Chamber of Secrets: Why Code Quality Is the Only Real Moat in Low-Code appeared first on Sandhata.

There’s nothing quite as frustrating as hearing “We’re almost there” when it comes to DevOps automation.

For most enterprises using PEGA, especially in complex, regulated environments like telecom, “almost automated” really means:

• Partial scripts that break mid-way.
• Teams are stuck doing sunrise and sunset checks manually.
• Rollbacks that aren’t rollbacks at all (just a rushed “fix forward” scramble).
• A deployment process so fragile it feels like defusing a bomb with oven mitts.

our client was no different. Their PEGA AOM and VADR systems had become a labyrinth of partial automations, manual file drops, and endless approvals.

When 14+ engineers are stuck pushing buttons, no one’s innovating

Let’s put some numbers on it.

At one point, our client had 17 separate pipelines in its PEGA deployment chain: 12 for AOM and 5 for VADR. But only PEGA artefacts were automated; SQL scripts and CSV files still needed manual intervention.

14+ people were directly involved every time they pushed an update. That meant:

• Long hours on calls coordinating manual steps.
• Higher chance of human error.
• Slow response to production issues.
• Engineers who should be building value are stuck babysitting deployments.

They needed a system that didn’t just look good in a slide deck but actually worked reliably in the real world.

Phase 1: Proving the concept (but still chained to manual tasks)

The first push was to introduce PEGA Deployment Manager (PDM).

Code deployment? Automated.
Configuration files and database updates? Still manual.

This partial fix did reduce some of the friction, but didn’t break free from the core problem: too many manual dependencies.

It was like adding an electric starter to a car that still had flat tires. Better, but not good enough to win any races.

Phase 2: The real leap , End-to-end Azure DevOps automation

Our client knew they had to go further.

Phase 2 wasn’t about tinkering; it was about rethinking deployments from the ground up:

• Code and package deployments are now fully handled by Azure DevOps pipelines, integrated tightly with PEGA’s PRPCServiceUtils.
• CSV and file deployments? Automated. Files pushed from SharePoint to S3 are picked up and deployed instantly, with no human in the loop.
• SQL and database scripts? Automated and version-controlled. No more manual approvals at midnight or rushed fixes.
• Rollbacks? Properly integrated, tested, and reliable. 

Even restarts and sanity checks have been moved to automated pipelines. Python scripts run server restarts and log cleanups seamlessly. Automated sanity reports pull data from CloudWatch, AppDynamics, and PEGA; then roll it up in one clear, consolidated email.

The final piece? A transparent Azure DevOps dashboard that gave leaders a real-time, no-excuses view into every pipeline, every environment, every deployment.

How our client Quietly Rewired Its Entire Software Delivery Model, By Ditching Manual PEGA Deployments

This isn’t a story about shaving a few hours off a release cycle. It’s about removing friction that teams had accepted as normal for far too long.

When our client moved to a fully automated, end-to-end deployment model for PEGA, it forced a shift that went beyond engineering. It reshaped how product, operations, and delivery teams worked together,and what they expected from their own processes.

Here’s what actually changed.

1. No More Crowds Around the Button

Before automation, deployments looked like this:

• Fourteen engineers involved
• CSV files passed around like hot potatoes
• SQL scripts manually reviewed
• People chasing approvals
• Artefacts manually pushed
• Everyone hoping it wouldn’t break in production

That wasn’t resilience. It was ritual.  Every extra person added more surface area for errors,and more chances for something to fall through the cracks. With a fully automated pipeline, those tasks didn’t get reassigned. They got removed.

No one had to “own the deployment” anymore.  It ran in the background. Quietly. Predictably.
The engineering team got their time back,to write code, fix real problems, and stop treating Friday releases like a dare.

2. Rollback = One Click, Not One Crisis

Ask any team what “rollback” really means and you’ll usually get some version of:

“We just fix it forward and pray.”

our client changed that by baking rollback into their deployment pipeline,not as a last-minute patch, but as a normal, tested, version-controlled step.

When something went wrong, the response wasn’t:

“Okay, everyone get on a call.”

It was:

“Just hit revert.”

No scavenging through old backups. No rewriting scripts. No late-night war rooms.Just one confident step back to a known-good state.

3. The Speed Boost That Didn’t Come at the Cost of Sleep

It’s easy to talk about velocity. It’s harder to show how that speed actually helped.

For our client, deployment lead times dropped by over 60%. But that wasn’t the headline.

The real impact showed up when:

• A critical update reached customers in days, not weeks
• A partner integration was fixed before it even became a problem
• A new feature went live while competitors were still gathering approvals

Speed mattered because it was sustainable. It didn’t rely on heroics. It didn’t come at the cost of sleep.  It was baked into the system.

4. From “Let’s Hope We’re Covered” to Actual Audit Readiness

In regulated industries, manual processes aren’t just inefficient.
They’re dangerous.

Every undocumented fix, every email-based approval, every untracked config change is a liability waiting to surface during an audit,or worse, a breach investigation.

Before automation, our client’s compliance trail was scattered:

• Half in spreadsheets
• Some in email chains
• Some just… lost

Now?

Every deployment step is logged.
Every change is version-controlled.
Every approval has a timestamp and an owner.

If the auditors show up tomorrow, the answer isn’t.

“Let us pull together some reports.”

It’s:

“Here’s the full record.”

Risk didn’t vanish, but it became visible and manageable.
And that changed how everyone,from compliance officers to security teams,slept at night.

5. Finally, Everyone’s Looking at the Same Dashboard

Here’s how it used to work:

The engineering lead sent a Slack update.
The release manager shared a spreadsheet.
The PM forwarded an email.
And the exec still had no idea what stage the deployment was in.

Now, our client has a single source of truth.

With Azure DevOps dashboards and real-time deployment tracking, leaders can:

• See what’s going live today
• Check which releases passed quality gates
• Spot where something’s stuck, before it becomes a blocker

No more piecing together the truth from four different channels.
No more surprises in Monday standups.

This kind of visibility builds trust , because everyone’s reading from the same page.
Operations isn’t chasing updates. Business isn’t left in the dark.
And engineers don’t waste time explaining what’s already visible on the board.

The bigger win: unlocking engineering focus

When you remove repetitive manual work from talented engineers, you’re not just freeing up a few hours; you’re fundamentally changing the trajectory of what your teams can accomplish.

At our client, DevOps engineers had become the last line of defense in a system overloaded with manual checks and fragile processes. Every deployment cycle meant long calls, manual CSV file pushes, cross-team sign-offs, and the constant anxiety of “what if this breaks production?” Instead of building new capabilities or optimizing services for end users, they were stuck running playbooks that felt more like insurance policies than engineering work.

By automating the entire PEGA deployment lifecycle from code and package promotion to database and file configurations, including restarts and sanity checks, the engineers could finally shift their focus.

Here’s what that looked like in practice:

Proactive reliability engineering: Instead of reacting to incidents after each release, the team began investing in improving system resilience, strengthening rollback strategies, and tightening monitoring for early detection.

Accelerating innovation: Engineers were able to dedicate time to refining pipelines further, integrating advanced automated tests, and contributing to platform improvements that previously sat at the bottom of the backlog.

Enhanced cross-team collaboration: Freed from the grind of manual approvals and handoffs, DevOps engineers became strategic partners to development and product teams, influencing architecture decisions and delivery timelines from the start, not just at the deployment gate.

Talent retention and morale boost: Top engineers don’t want to be button-pushers. By eliminating repetitive tasks, our client reduced burnout and increased satisfaction, turning DevOps roles into high-leverage, intellectually rewarding positions.

Faster customer-facing improvements: With operational friction removed, teams could push meaningful updates and new features to production faster and more confidently, directly impacting customer satisfaction and business agility.

In short, automation didn’t just make deployments faster; it fundamentally redefined the role of engineering within the business.

The DevOps team went from being perceived as “the deployment team” –  always fixing, always patching –  to becoming force multipliers who empower the entire organization to move at the speed of market demands.

That’s the real value: unlocking the strategic potential of your most skilled people, and finally letting them do the work they were hired (and want) to do.

What does this mean for you

If your team is still stuck in “almost automated” deployments, here’s what you’re paying for:

• Slow feature rollouts that frustrate business stakeholders.
• Higher operational costs from wasted engineering hours.
• Increased risk of errors, outages, and compliance violations.
• Talent attrition, as top engineers tire of being “click monkeys.”

What our client achieved with Sandhata wasn’t a magic overnight fix. It was a systematic, phased transformation that replaced manual drudgery with automation precision and turned deployment from a dreaded bottleneck into a competitive advantage.

Want to see where your real bottlenecks are hiding?

Most organisations think they know where their delays come from; they’re almost always wrong.

We’ve helped large enterprises (like our client) expose their hidden inefficiencies and rebuild pipelines that don’t just work, but work brilliantly.

If you’re tired of “almost automated” and ready for deployments that actually deliver, let’s talk.

One last thought

You don’t need more “best practices” slides. You need a concrete, step-by-step plan that actually sticks.

We know how to build it. Let’s make your deployments as fast, reliable, and invisible as they should be: https://www.sandhata.com/contact-us

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DevOps Awards 2023

The DevOps Awards 2023 event, a distinguished gathering in the technology industry, took place at London on 25 October.

This prestigious event served as a platform to recognize and celebrate exemplary achievements in the realm of DevOps, bringing together leading organizations and professionals dedicated to advancing innovation, collaboration, and excellence in the field.

In the fiercely competitive global landscape, Sandhata Technologies emerged as the unrivalled victor at the DevOps Awards 2023, surpassing formidable contenders on a global scale. Amidst stiff competition from industry leaders, our triumphant win of three prestigious awards underscores the magnitude of our achievements. 

Navigating through a field of distinguished competitors, the recognition as the “Best DevOps Team of the Year,” “Best Use of DevOps Technology,” and “Best Cultural Transformation” solidifies Sandhata’s position as a trailblazer in the DevOps domain. This victory isn’t just an accolade; it signifies our ability to stand out and excel amidst the best in the industry. 

The global nature of this competition, with participation from prominent leaders, magnifies the significance of our triumph. Winning three awards amidst such formidable contenders is a testament to our unwavering commitment to excellence, innovation, and transformative cultural practices. 

This achievement not only positions Sandhata Technologies as a global force in DevOps but also highlights our dedication to setting new benchmarks and leading the way in the ever-evolving landscape of technology and innovation. 

Categories Won

The recent DevOps Awards 2023 witnessed Sandhata Technologies and Vodafone securing three prominent accolades: 

Best DevOps Team of the Year: Sandhata Technologies emerged as the Best DevOps Team of the Year, underscoring our dedication to innovative practices and collaborative work. 

Best Use of DevOps Technology: Our strategic implementation of technology positioned us as leaders in the effective utilization of DevOps tools and methodologies. 

Best Cultural Transformation: Recognizing the transformation in our workplace culture, fostering an environment conducive to groundbreaking ideas and innovation. 

Following the conclusion of the DevOps Awards 2023 event, Sandhata Technologies and Vodafone achieved a triple win, representing a significant milestone. Our forward-looking commitment is focused on raising industry benchmarks and driving advancements in the continually evolving DevOps landscape. 

For organizations interested in leveraging our expertise or exploring collaborative opportunities, we invite you to connect with us. 

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When a single throw event is triggered, the data is processed without any issues. However, if multiple message events are thrown simultaneously, only the first one is successfully processed, while the others fail.  

This is because the message catch event is busy handling the first message event. 

We recently spotted this issue with Camunda 7’s message catch event. 

Unlocking The Solution To This Challenge 

Our team of experts fabricated a groundbreaking “Generic Message Buffering” logic, with which we’ve revolutionised the way messages are processed asynchronously, effectively resolving any scenario you may encounter.   

Fig. 1.1 unveils the powerful list of message catch events eagerly awaiting the trigger. 

Fig1.1

 In Figure 2.1, we present the logic for Generic Message Buffering. By sending a POST request, we can activate the BPM process described below. Additionally, we have the ability to specify the retry count and retry delay as request parameters. Once the request is triggered, we conduct a basic validation to ensure all necessary information, such as message name, payload, process instance id, and business key, is present.  

If all the required data is available, we proceed to send the message to its destination within the “Message Send Task” depicted in Figure 2.1.  

If the message is successfully picked up and processed by the message catch event, we encounter no issues.  

Fig2.1

In a situation where the message catch event is already occupied processing another message, throwing our own message will result in failure. This is a common occurrence in real-time scenarios, and it is up to the developers to determine how the flow should be handled in such cases. 

In our specific case, the failed message will be caught by the boundary event. The error message will then be examined in detail within the “Read Error Message” process (Fig 2.1). 

In the event of an error, we can:  

• Distinguish between errors that require retry logic.  
• Determine if it is a business error or a technical error.  
• Necessitate the involvement of technical experts, if it happens to be a business error 

When encountering a retriable error, we make an attempt to retry the operation. The number of retries and the delay between retries is determined by the input request. 

Potential Scenarios In Re-try

In the context of re-try logic, there are two potential scenarios to consider: 

• In one of the re-try attempts, the message can be successfully delivered to the end system. 

Fig 3.1

• Alternatively, if the maximum number of re-try attempts is reached without success, the message will be marked as an error. 

 If the maximum re-try attempts have been exceeded and the message still hasn’t been delivered successfully, it will require manual re-processing (see Fig 3.2). 

Fig 3.2

  Key Advantages  

• Streamlined Error Handling: By effectively managing busy message catch events, we can significantly mitigate potential errors during data processing. 

• Efficient Data Re-processing: Our approach allows for a substantial reduction in the amount of data that needs to undergo re-processing. 

• Versatile Solution: Utilizing the same bpmn models, we can easily adapt and apply them to various similar use cases simply by modifying the message name. 

 Optimizing Efficiency 

 In order to optimize efficiency, it is vital that both the target BPM and the message buffering BPM are connected to a centralized database. This will allow for seamless integration and streamlined performance. Maintaining a unified database instance is key to achieving optimal results. 

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We are thrilled to announce that Sandhata has won 2 awards at the recent UK Business Tech Awards 2022!

The UK Business Tech Awards celebrate the UK’s finest tech businesses and rewards innovative and exceptional application of technology to transform and grow businesses.

1. Best Use of Data – API Directory

Our first award win, in partnership with Vodafone UK, is for Best Use of Data.

The API Directory project built a bespoke, fully automated, self-service API Directory dashboard which put up-to-date, complete application insights in the hands of the users. This dashboard is self-service and provides the application team and external teams a single view of end-to-end config, performance data and artefacts across 1000+ APIs.

The final Directory is fully automated and available to view on mobile.

This project addressed data sprawl across 6 completely different types of data. The biggest challenge was ensuring that every API was accounted for and the data was fully accurate. The team worked very hard to ensure that the Directory was complete, and the end result was really worth it!

2. Transformation through Technology – DXL Digital Transformation

Our second award win, in partnership with Vodafone Group, is for Transformation through Technology.

The DXL Digital Transformation project built a brand new middleware layer for Vodafone Group. This created REST-native, high performance APIs, enabling Vodafone Group to provide better service to its high profile, critical corporate customers.

The team embraced a microservices architecture, taking advantage of open-source technologies and baking in automation right from the start. They built a full business process automation framework to keep logic out of microservices for maximum maintainability. In addition, the team built a new user-friendly catalogue of DXL services which provides accessibility of information and improves transparency across the whole system for all stakeholders.

Well done to the whole team who worked on this project.

Learn More

We have helped many Tier-1 organisations achieve their DevOps goals, and we have led their Transformation projects, bringing in organisation-wide efficiencies and cultural change. We understand the importance of data, dashboards, and visibility, and the impact this can have on the success of a project.

To find out more, take a look at our white papers, or contact us.

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This partnership enables Sandhata to expand their skills, achieve new performance benchmarks and unlock new ways to grow their business. Sandhata and Pega will also be able to jointly present solutions to customers, taking advantage of Pega’s industry-leading capabilities and Sandhata’s 17+ years’ experience in system integration and automation.

Digital transformation is non-negotiable in today’s constantly changing consumer-driven markets. Sandhata supports their customers to increase productivity and efficiency while accelerating change.

Pega solutions bring AI-powered decision making and cutting-edge workflow automation to customers, enabling them to achieve high value fast. With Pega solutions, customers can roll out complex process automation in a consistent, streamlined way and transform their processes across the enterprise.

Sandhata’s consultants are skilled in Pega architecture, development, testing, management and administration.

About PegaSystems

Pega delivers innovative software that crushes business complexity. From maximizing customer lifetime value to streamlining service to boosting efficiency, Pega helps the world’s leading brands solve problems fast and transform for tomorrow. Pega clients make better decisions and get work done with real-time AI and intelligent automation. And, since 1983, Pega have built their scalable architecture and low-code platform to stay ahead of rapid change. Pega solutions save people time, so their clients’ employees and customers can get back to what matters most.

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