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The Problem
No company context
AI tools write code without knowing your codebase, your specs, your stored procedures, your standards. Generic in, generic out.
Zero audit trail
Nobody knows what changed, by whom, against which spec, at what cost. When something breaks, the log is empty.
Knowledge stays siloed
The senior engineer's head is still the source of truth. The pipeline learns nothing. That person leaves, the knowledge walks out.
Pilot never becomes default
The shiny demo works. Then adoption stalls. The new way of working never replaces the old one.
Why AIDLC?
Faster delivery
Tens of dollars per feature, hours of elapsed time. Not weeks.
Built-in compliance
Every action audited. Every dollar attributed to an issue.
Institutional memory
The pipeline learns. The org's knowledge stops walking out the door.
Faster onboarding
New engineers ramp on a pipeline that already knows the codebase.
A pipeline that improves
Each cycle's retro feeds the next cycle's configuration.
Humans stay in control
Agents propose. Humans approve. Every merge is gated.
Problems
No company context
Zero audit trail
Knowledge stays siloed
Pilot never becomes default
Why AIDLC?
Faster delivery
Built-in compliance
Institutional memory
Faster onboarding
A pipeline that improves
Humans stay in control
OpenTelemetry:
Baked in, not bolted on
Auto-instrumentation of .NET and Java services → ADOT collector sidecars on EKS → AWS X-Ray for distributed tracing → CloudWatch for metrics and logs → custom dashboards and SLO alerting. All traces, metrics, and logs flow through a single OTel pipeline, swap backends without re-instrumenting.
VM → Container replatforming
Move off bare VMs onto EKS with proper orchestration, autoscaling, and workload isolation.
Custom metrics
Business and technical KPIs exported via OTel metrics SDK to CloudWatch and Managed Prometheus.
Structured logging
JSON-structured logs with trace correlation IDs, shipped to CloudWatch Logs Insights.
SLO alerting
Composite alarms and SLO burn-rate alerts wired from day one not as an afterthought.
What changes in your architecture
AWS Landing Zone & multi-account governance
AWS Control Tower
Security baseline
Identity & access
Network architecture
FinOps & cost governance
Compliance as code
Measurable results our clients achieve
60-80%
infrastructure cost reduction vs on-prem VMs
10x
faster deployments via GitOps pipelines
99.9%+
availability through EKS self-healing & multi-AZ
<5 min
MTTR with full OTel trace-to-log correlation
DevOps, Cloud, Testing, Architecture and Generative AI for the new-era
About Us
Since 2015, Kloia provides services for the transition of the legacy workloads to frontline technologies in Cloud, DevOps, Application Modernization, QA, Observability and Generative AI.
We have customers in 19 countries from a wide variety of sectors. We embrace a free working culture; kloians are geographically spread in 8 countries and 6 timezones.
We have offices in UK, Netherlands, UAE, India, USA and Türkiye.
We work with daring, innovative companies that actively seek the benefits of modern software development practices. We are a team of experienced, curious software engineers. We don’t give you slide shows and then leave you to work. We join your teams to transition your company to modern practices in DevOps, cloud, software testing, and application modernization. We love sharing our expertise; we help you leave legacy processes behind, we provide training to level up your technical skills. We are partners with cutting-edge DevOps and cloud platforms to bring you tried-and-tested solutions to your specific problems.
Why are we different?
We Are Very
Hands-on
Some transformation companies spend months producing a 300-page presentation and then walk away. We think that is a waste of everyone's time.
Instead, we spend a couple of weeks deeply understanding your actual problems to build an action plan. Then, we roll up our sleeves and work side-by-side with your teams to execute it. We do not disappear; we stay until the job is done because we own our advice.
We Are
Technology-Independent
We have our favorite tools, but we know there is no one-size-fits-all solution. You have invested heavily in your current stack, and we respect that.
We use our expertise to level up your processes using whatever you already have at hand. When you are genuinely ready to evolve, we will help you build the ideal workflow and toolchain specifically for your needs.
We Are Not Here to
Just Setup Docker for You
Tools alone will not save you. The biggest successes we have seen happen when teams change their actual way of working, not just their software.
Setting up modern tools without adopting modern processes brings very little gain. We provide the expertise to guide this entire shift, covering everything from work culture and product management to containers and serverless architecture.
We Seek Best Solutions,
Not Latest Hype
We love staying ahead of the curve and learning from industry disruptors, but we do not blindly follow trends. We are fast but critical learners.
Our curiosity drives us to look into the future, while our experience ensures we only recommend proven, practical solutions that actually work for you.
Case Studies
Open-Source Observability Transformation on AWS
Nothing else matters
Nothing else matters
Nothing else matters
Nothing else matters