Data, analytics and AI consulting — and the engineering to deliver it. We architect, build, secure, document and deploy production systems for organisations where the data is sensitive and the answer has to be defensible.
Don’t trust us. Verify us.
Data & AI Consulting
We help institutions turn the data they already hold into governed, recurring, high-margin revenue — and build the platform that delivers it. For organisations where the data is sensitive, the regulator is real, and the answer has to be defensible.
Which of your data assets can lawfully and commercially be used, which products to launch first and to whom, and how they should be priced, licensed and taken to market.
Target architecture, secure ingestion, conformed data products, APIs — and the usage metering that lets you actually price, licence and renew what you sell.
Data classification, anonymity thresholds, redistribution control and audit. Enforced in the platform, automatically, rather than written in a policy document nobody can prove.
Dashboards, benchmarking and natural-language access to governed data — inheriting your entitlement model rather than quietly bypassing it.
Where we have delivered
Our engagements span regulated and data-sensitive environments, where the constraint is rarely the modelling — it is lawful basis, entitlement, auditability and the cost of being wrong. Most of our work is under NDA and is described by sector only.
How we design these systems
Selected Engagements
Most of our work is delivered under non-disclosure. Where a client is not named, the engagement is described by sector and by what was actually built — never by an invented figure.
Our own products
Where we could not point to a client, we built the product ourselves and put it into production — a mentorship platform, a clinical documentation tool, and an open-source code-review engine published on PyPI. They are inspectable, installable and running today.
Our own products, not client work — shown so you can examine the engineering directly rather than take our word for it.
Education & professional training
We reviewed an exam-preparation provider’s course portfolio and market position using AI-assisted analysis, then used those findings to shape how each course was positioned and taken to market — including producing the campaign assets themselves. We separately modernised the same client’s exam-prep learning system.
Client under NDA and not named at their request.
Non-profit — named client
Rapid platform creation, delivered end to end in 72 hours. Referenced here with the client’s permission, and the one engagement on this page we can put a name to.
Named with permission.
The commercial and governance posture, stated up front rather than discovered in procurement.
Not a day rate. If the work turns out harder than we estimated, that is our risk to carry, not yours.
A short, standalone assessment that is useful whether or not you proceed — and credited in full against the engagement if you do.
Full source code, infrastructure-as-code, deployment playbooks and documentation. No lock-in and no dependency on us.
We design engagements so that production personal data is not required. Where it cannot be avoided, we say so before you sign, not after.
Classification, entitlements, redistribution limits and audit belong in the platform, enforced automatically — not in a policy document nobody can prove.
The people who scope the engagement deliver it. No pyramid, and no handover to a junior team after the pitch.
No procurement cycles. No team interviews. No project manager overhead.
Tell us what you need — an AI trading bot, a clinical portal, a compliance platform, a mentorship app. Anything.
Our 16-stage AI pipeline architects, codes, secures, tests, documents, and deploys. Runs 24/7. No human bottlenecks.
Full source code, infrastructure-as-code, deployment playbooks, documentation. No lock-in. No dependency on us. Ever.
Built for
AHYEL Foundation
UK Nonprofit — Youth Mentorship
AHYEL Foundation needed a full-stack mentorship platform — cohort management, AI application review, mentor-mentee matching, career planning, and admin dashboards. We delivered it in 72 hours, entirely built by autonomous AI. It’s live and serving mentees now. See the product →
“We came to AutoAI Labs with a vision for a mentorship platform that would connect young professionals across the UK with experienced mentors. We expected months of development and a six-figure budget. What we got was a production-ready platform in 72 hours.
The speed was astonishing — but what really won us over was the quality. Full role-based access, AI-powered mentor matching, session management, career planning tools, admin dashboards. Everything we asked for and more. They didn’t just meet the brief — they overdelivered.
This reduced our operational effort by 90%. Staff who were drowning in spreadsheets and manual matching are now free to focus on what matters — expanding our programmes. We’ve since been able to tackle problems we never had bandwidth for, and we’re now planning expansion into new countries.
The cost was extraordinary. They kept us within a budget that a nonprofit can actually afford. No surprise invoices. No scope creep charges. Just a transparent, honest partnership.
But the thing that truly changed everything? They gave us a CLI prompt that lets us extend the platform ourselves. Need a new feature? We describe it in plain English and the AI builds it. That single capability has transformed how we operate. We’re no longer dependent on developers for every small change — we just write what we need.
AutoAI Labs proved that AI can be a force for genuine good. For a nonprofit like ours, this wasn’t just a technology purchase — it was a turning point.”
2 minutes. The full story of how autonomous AI builds real software for real organisations.
Every video, social post, and campaign strategy on this site was created by our autonomous Campaign Engine. No agency. No freelancers. No manual scheduling. The AI monitors performance in real-time and rewrites what isn’t working.
Stage 11 feeds back into Stage 1 — the pipeline never stops learning.
Cinematic brand videos, product demos, social clips. ElevenLabs voices. Automated editing. Quality-scored by 3 AI models.
LinkedIn, Twitter/X, Instagram. AI writes, schedules, publishes, and monitors engagement. Adjusts strategy in real-time.
Three AI models independently score every asset. Nothing publishes below 7/10. Automated feedback loops fix weak content.
Real-time analytics across all channels. AI detects underperformance, rewrites copy, adjusts targeting, and reallocates budget automatically.
This page, our videos, our social presence — all built by the same AI engine we offer to you.
Five live builds across clinical education, mentoring, healthcare, software security and creative. One client is named with their permission; the rest are under NDA and described by category only.
An AI that sits in the live exam, scores every 30 seconds, reads non-verbal cues from the recording, and drafts the report in the tutor's own voice — then learns from every edit she makes.
Applications reviewed by AI, mentors matched across 10 regional hubs, progress chased automatically, credentials issued on graduation. Delivered in 72 hours.
Oral-cancer screening with risk scoring, a radiology assistant, claim-denial prediction and 83 tracked regulations — grounded in cited clinical guidance rather than model memory.
Three AI models review your code independently and must agree before a finding is raised. It finds the business-logic and access-control flaws that pattern scanners structurally cannot.
We built their platform, then made the films that sell it — a four-film course campaign and an animated medical drama, scripted, voiced, scored and finished in-house.
Want the detail on any of these?
Real products. Built autonomously. Running in production right now.
Enterprise clinical intelligence — 18 AI workflows: AI assistant, receptionist, claims AI, diagnostics, NHS SOAP notes, RBAC, dark mode. 447 tests passing.
Try it Live →AI code security research — benchmarks how AI coding tools perform on security criteria. Published on PyPI.
Learn More →This website, our 10 products, 22 marketing videos, our social media campaigns, our security scanning tool on PyPI, our pricing engine, our AI sales assistant — every part of this company was built and is operated by autonomous AI. We are not a consultancy that uses AI sometimes. We are a company that runs on AI entirely. If the AI breaks, we break. That’s how confident we are.
Open-source developer tools that run locally. Free to start. No data leaves your machine.
Enterprise clinical AI for dental practices. 18 AI workflows. AI-powered receptionist, diagnostics, NHS SOAP notes, claims processing. 94% clinical accuracy.
Deployed & Live — autoailabs.co.uk/products/dentalaipro
AI-powered mentorship platform. Matching, sessions, tasks, career planning, RBAC. Deployed in 72 hours.
Try Live Demo → ResearchAI code security research. Benchmarks how AI tools perform on security criteria. Published on PyPI.
Learn More → FreeTechnical debt quantified in pounds. 7 analysers.
See Product → Free166 controls. SOC 2, ISO 27001, GDPR, HIPAA. One command.
See Product → FreePre-flight deployment checks. Canary analysis. Auto-rollback.
See Product →All developer tools run locally. Your data never leaves your machine.
Every product is live. Every claim is checkable. Every line of code is auditable.
Have an existing product? We’ll modernise it with AI — add intelligent features, improve security, optimise performance, and make it ready for the AI era.
30 minutes. No pitch deck. Just a direct conversation about what you need built and whether we’re the right fit. Talk to our founder — not a sales rep.
Or email salesteam@autoailabs.co.uk directly
Live availability, straight from our calendar. Choose a slot, get an instant confirmation and a video link. No forms, no waiting for a reply.
Prefer email? salesteam@autoailabs.co.uk
No day rates. No hourly billing. No team for you to manage. We scope one problem, quote a fixed price for a working build, and hand you the running software, the source code and the tests. Telling us what you need and getting that price costs nothing.
Landing pages, marketing sites, internal tools. Lowest AI consumption — smallest bill.
Full-stack MVPs, SaaS platforms, AI-powered apps. Multiple AI review cycles included.
Complex multi-service platforms, enterprise integrations, AI agents, trading systems. Full improvement cycle.
Our promise: You receive a full cost breakdown before we start — every API call itemised, every infrastructure cost listed. You approve the quote, we build. If the actual cost comes in lower than estimated, you pay the lower amount. We never charge more than the approved quote.
Yes. Every stage is handled autonomously — from requirements extraction through to code generation, security hardening, testing, documentation, and deployment. No human developer writes a single line of production code. The MentorPath platform is a live example you can try today.
Production applications are built with Next.js frontends, FastAPI backends, and PostgreSQL databases, deployed on Microsoft Azure using infrastructure-as-code. This includes Container Apps, Static Web Apps, Blob Storage, Key Vault, and full CI/CD pipelines.
Security is foundational, not an add-on. Every project includes OWASP compliance, OAuth, MFA, role-based access control, rate limiting, and encryption. Automated verification ensures all pass criteria are met before delivery.
Completely. You receive full source code, infrastructure-as-code, deployment playbooks, and documentation. You can modify, extend, and deploy it without any dependency on AutoAI Labs. We retain no rights to your code.
Landing pages and tools in 24–48 hours. Full-stack MVPs in 3–7 days. Complex multi-service platforms in 1–4 weeks. The process runs 24/7 with zero human bottlenecks — timelines are dramatically shorter than traditional development.
Every project includes a warranty period (30–90 days depending on tier) for defects. For new features beyond the original scope, we run them through the same autonomous process — typically delivered in days, at a fraction of traditional change-request costs.
AutoAI Labs exists because we believe autonomous AI can be a force for genuine good. Not to replace people — but to give every organisation, from nonprofits to enterprises, the power to turn ideas into production-ready software without the barriers of cost, time, and technical complexity.
We proved it by building AHYEL Foundation’s mentorship platform in 72 hours. We prove it every day by running this entire company — every product, every campaign, every line of code — on the same autonomous AI system we offer to you.
When you work with us, you’re not hiring developers. You’re partnering with an AI-native company that cares deeply about quality, transparency, and using technology to create real value. Every quote is honest. Every build is verified. Every product is something we’d stake our name on.
Alisa Khan — CEO, AutoAI Labs
AutoAI Labs Ltd — Registered in England & Wales
salesteam@autoailabs.co.uk
One conversation starts everything.
Or email salesteam@autoailabs.co.uk · We respond within hours.
India enquiries · WhatsApp +44 7748 221429 · alisakhan@autoailabs.co.uk