Coreframe Labs Ltd — AI, Architecture & Engineering
We build intelligent systems — and prove it with numbers.
A full software agency for today's stack: AI & machine learning, RAG pipelines, solutions architecture, full-stack development, and performance engineering.
TypeScriptNext.js 15React 19PythonDjango 5PostgreSQLClickHouseDockerAzure
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1B-row dataset · PostgreSQL → ClickHouse
Coreframe Labs Ltd — AI, Architecture & Engineering
We build intelligent systems — and prove it with numbers.
A full software agency for today's stack: AI & machine learning, RAG pipelines, solutions architecture, full-stack development, and performance engineering.
TypeScriptNext.js 15React 19PythonDjango 5PostgreSQLClickHouseDockerAzure
1B-row dataset · PostgreSQL → ClickHouse
faster critical query after ClickHouse migration
data points rendered at 60fps in production
Redis cache hit rate under real load
on-time delivery across a 17-engineer team
What we do
One system, three layers.
Every engagement builds on the same stack: core software at the base, intelligence layered on top, and the data & infrastructure that keeps both fast in production.
The Core Software Layer
Full-stack architecture & high-performance web ecosystems
React 19 / Next.js 15 frontends on Django and Node backends, interactive dashboards that hold 60fps under real data volume, and delivery discipline that ships on time.
The Intelligence Layer
AI orchestration, agents & workflow automation
LLM features and agentic workflows with evaluation harnesses, intelligent routing, and guardrails — AI that survives production, plus white-label builds shipped under your brand.
The Data & Infrastructure Layer
Pipelines, OLAP at scale & containerized deployment
Billion-row ClickHouse platforms with sub-second answers, validated Spark pipelines, multi-tier caching, and Dockerised, cloud-native deployment with monitoring from day one.
Proof
Real systems, real numbers.
Next step
Tell us what you're building — or what's slow.
One email starts it. We reply with something concrete — usually within a business day.
Tech stack
Yes, we cover your tech stack.
About us
An engineering practice that argues with benchmarks, not slideware.
Coreframe Labs Ltd is a UK-registered software agency led by director Muhammad Umar Bin Ali. We design, build, and fix intelligent systems — AI features, retrieval pipelines, data platforms, and the full-stack products around them — with 5+ years of production experience and a track record of leading 17 engineers to 95% on-time delivery.
Our habit is simple: measure first, decide second, and publish the numbers. When we chose ClickHouse over PostgreSQL, we benchmarked both on the real billion-row dataset and wrote the decision up in public.
Industries
Agentic and data systems, where they earn their keep.
Intelligent agents and data platforms that automate real work, learn from feedback, and keep improving — built for the verticals where we've already shipped.
Energy & Industrial IoT
Operational intelligence at sensor scale
Billion-row telemetry, sub-second dashboards, and analytics platforms proven in a head-to-head evaluation against PowerBI for an enterprise energy client.
SaaS & Product Startups
AI-native products that ship and grow
From live SaaS platforms to +25% MAU in three months — full-stack builds with LLM features, measured iteration, and CI/CD discipline from day one.
Fintech & Data-Intensive Analytics
Numbers you can bet the business on
Market analytics platforms, forecasting and anomaly detection, and audit-friendly data pipelines — accuracy and latency treated as product features.
Data infrastructure
Strong AI starts with strong data.
We design the infrastructure layer that keeps models accurate, governed, and dependable in production — because a model is only as good as the pipeline feeding it.
1B+
rows served in production analytics
24/7
monitoring via New Relic & Azure Monitor
94%
cache hit rate under real load
Multi-cloud
Azure, AWS, Vercel & Railway deployments
Unified data pipelines
Siloed systems connected into clean, AI-ready datasets — Spark and Azure Data Lake ingestion with transformation and validation at every stage.
Governance & access
Azure AD, role-based access, and audit-friendly lineage — built for finance, energy, and enterprise workloads from day one.
Real-time intelligence
Streaming pipelines, WebSockets, and multi-tier Redis caching that keep decisions running on what's happening now — not last quarter.
Production monitoring
New Relic and Azure Monitor observability, quality checks, and staged rollouts with automated rollback, so reliability doesn't decay after launch.
Strong AI starts with strong data — we design the layer that makes your models accurate, compliant, and dependable in production.
Explore our servicesProof, not promises
“Selected over PowerBI” — the verdict of an enterprise client's own head-to-head evaluation. We'd rather show you a benchmark than a testimonial.