Building intelligent AI products that survive production.
We design and ship AI-powered products that solve real business problems — from model selection and evaluation to the data engineering underneath and the deployment discipline around it.
What we do
AI consulting & strategy
Which problems are actually AI problems, which model fits, and what it will cost — answered with benchmarks on your data, not vendor decks.
LLM feature development
Chat, extraction, summarisation, and copilots built on Claude and OpenAI models we've shipped to production.
RAG & knowledge systems
Retrieval pipelines with tuned vector search, citation-grounded answers, and measured precision/recall.
Data engineering for AI
The pipelines that feed the models — clean, validated, and fast enough to matter.
Evaluation & deployment
Golden-question suites, quality gates in CI, and staged rollouts so quality is measured, not vibes.
Proof: VocalFlow runs a sub-200ms voice-AI pipeline in production; NumbersAI cut QA debugging time by 40%.
How we do it
Simple, transparent, and end-to-end delivery.
01
Discovery
- Scoping workshop
- Goal & metric setting
- Benchmark-first prototyping
- Project plan in writing
02
Execution
- Architecture & design
- Iterative builds
- APIs & integrations
- Weekly demos
03
QA & Launch
- Staged rollout
- Automated rollback
- Monitoring from day one
- Live findings call
04
Support
- Retainer or on-call
- Feedback integration
- Performance reviews
- No lock-in — you own it all
Who we do it for
Startups
- MVP to production at day-rate, no bloat
- Senior engineering without the full-time hire
- Benchmarked technical decisions from day one
- Public pricing, no discovery-call paywalls
SMBs
- Fixed-price Technical Audit as a safe entry point
- Automation that pays for itself in hours saved
- Modernisation without a rewrite gamble
- A remediation plan you can execute with or without us
Enterprises
- Azure AD, role-based access, audit-friendly lineage
- Proven at enterprise scale — selected over PowerBI
- Governance and compliance built in from day one
- Delivery discipline: 95% on-time across 17 engineers
Why partner with Coreframe Labs?
Accelerate delivery. Ship with confidence. Keep the numbers.
Numbers, not slideware
Every recommendation is benchmarked on your real workload — and we publish our methods.
Faster launches
95% on-time delivery across a 17-engineer team; the same discipline applies at any size.
Senior expertise
5+ years of production experience across AI, data, and full-stack — no juniors learning on your budget.
Flexible scaling
Day-rate for scoped builds, retainer for ongoing capacity — scale up or down without renegotiation.
Lower risk
Staged rollouts, automated rollback, and you own all code and deliverables from day one.
Tech stack
Yes, we cover your tech stack.
Let's discuss your project