MentorPath — AI mentorship platform, delivered in 72 hours

Ideas become
software.

We turn your vision into production-ready software — architected, built, secured,
documented, and deployed — while you sleep.

See What We Built →
72h Fastest Delivery
10 Products Built
447 Tests Passing
95% Delivery Accuracy
591 PyPI Downloads/mo

Don’t trust us. Verify us.

PyPI Version PyPI Downloads Python Versions License MentorPath — Live DentalAI Pro — Live
autoai-forge
$ forge "Fellowship portal for MentorPath Foundation"
→ Analysing requirements...
→ Architecting solution...
→ Building application...
→ Hardening security...
→ Generating documentation...
→ Deploying to cloud...
✓ Live at mentorpath-portal.azurestaticapps.net
  72 hours. Zero developers. Production-ready.

Three steps. That’s it.

No procurement cycles. No team interviews. No project manager overhead.

1

You describe it

Tell us what you need — an AI trading bot, a clinical portal, a compliance platform, a mentorship app. Anything.

2

We build it autonomously

Our 16-stage AI pipeline architects, codes, secures, tests, documents, and deploys. Runs 24/7. No human bottlenecks.

3

You own it completely

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
Live in Production — AHYEL Foundation

MentorPath.
72 hours. Zero developers.
Running in production today.

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 →

72h Idea to production
0 Human developers
7 User roles (RBAC)
100% Tests passing
Try MentorPath Demo →
“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.”
AHYEL Foundation
Aliyu Ahmed Founder, AHYEL Foundation — UK Youth Mentorship & Career Development
mentorpath.autoailabs.co.uk
Active Mentees
247
Mentors
89
Match Rate
94%
Recent AI Matches
SK Sarah K. → Dr. James M. 98% match
AD Ahmed D. → Prof. Lisa T. 95% match
MO Maria O. → Eng. David R. 91% match
Click to try the live demo →

See it. Don’t just read about it.

2 minutes. The full story of how autonomous AI builds real software for real organisations.

AutoAI Labs — Curtain Raiser
AI-Generated 22 iterations Scored 9.5/10 by Gemini ElevenLabs voice
We use this on ourselves — right now

Our marketing is AI-generated.
Yours can be too.

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.

22 Video iterations
(AI self-improved)
11 Pipeline stages
(fully autonomous)
3 AI judges score
every asset 7+/10
0 Humans in
the loop

The 11-Stage Self-Healing Campaign Pipeline

1
Competitor
Intel
→
2
Audience
Research
→
3
Strategy
Generation
→
4
Content
Creation
→
5
Video
Production
→
6
Quality
Tribunal
→
7
Compliance
Check
→
8
Multi-Platform
Publish
→
9
Performance
Monitor
→
10
Real-Time
Optimise
→
11
Learn &
Repeat

Stage 11 feeds back into Stage 1 — the pipeline never stops learning.

🎬

AI Video Production

Cinematic brand videos, product demos, social clips. ElevenLabs voices. Automated editing. Quality-scored by 3 AI models.

📱

Social Media Automation

LinkedIn, Twitter/X, Instagram. AI writes, schedules, publishes, and monitors engagement. Adjusts strategy in real-time.

🧠

Quality Tribunal

Three AI models independently score every asset. Nothing publishes below 7/10. Automated feedback loops fix weak content.

📊

Performance Intelligence

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.

See It In Action

Real products. Built autonomously. Running in production right now.

dentalaipro-portal.azurecontainerapps.io
AI Workflows
18
Accuracy
94%
Clinical AI Engine
AI Assistant Receptionist Claims AI Diagnostics NHS SOAP
Healthcare & Clinical AI

DentalAI Pro Portal

Enterprise clinical intelligence — 18 AI workflows: AI assistant, receptionist, claims AI, diagnostics, NHS SOAP notes, RBAC, dark mode. 447 tests passing.

Try it Live →
codetrust-api.azurecontainerapps.io
Findings
3
Clean
844
Precision
95%
Scan Results
CWE-78 OS command injection in api/run.py HIGH
PHANTOM flask-ai-utils does not exist on PyPI CRIT
Developer Tools

CodeTrust

AI code security research — benchmarks how AI coding tools perform on security criteria. Published on PyPI.

Learn More →
Case Study #2 — Ourselves

AutoAI Labs is built by AutoAI Labs.

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.

10 products built 22 video iterations 16-stage SDLC pipeline 11-stage campaign engine 0 human developers

Tools That Make Your Engineering Team Unstoppable

Open-source developer tools that run locally. Free to start. No data leaves your machine.

FLAGSHIP PRODUCT

DentalAI Pro

Enterprise clinical AI for dental practices. 18 AI workflows. AI-powered receptionist, diagnostics, NHS SOAP notes, claims processing. 94% clinical accuracy.

18 AI Workflows
447 Tests Passing
94% Accuracy
Deployed & Live — dentalaipro-portal.azurecontainerapps.io
Try Live Portal → Learn More →
dentalaipro-api
POST /api/v1/ai/clinical-notes
Patient: John D. | Chief complaint: toothache lower right
✓ AI Diagnosis: Suspected irreversible pulpitis #46
✓ Treatment Plan: RCT recommended, refer to endodontist
✓ NHS SOAP Note: Generated in 0.8s, SNOMED coded
✓ Claims AI: Pre-auth required, estimated £280
══ 18 AI workflows active ══
Enterprise

MentorPath

AI-powered mentorship platform. Matching, sessions, tasks, career planning, RBAC. Deployed in 72 hours.

Try Live Demo → Research

CodeTrust

AI code security research. Benchmarks how AI tools perform on security criteria. Published on PyPI.

Learn More → Free

DebtMap

Technical debt quantified in pounds. 7 analysers.

See Product → Free

ComplianceOS

166 controls. SOC 2, ISO 27001, GDPR, HIPAA. One command.

See Product → Free

ShipGuard

Pre-flight deployment checks. Canary analysis. Auto-rollback.

See Product →

All developer tools run locally. Your data never leaves your machine.

Manage Infrastructure →

What used to take six months
now takes days.

Traditional
AutoAI
Timeline
Months
Days
Investment
£50K+ (opaque)
Actual cost + 30%
Team
Teams of developers
Fully autonomous
Security
Added later
From day one
Handover
Code delivered, good luck
Deployed, documented, supported

We don’t ask you to trust us.
We let you verify everything.

Every product is live. Every claim is checkable. Every line of code is auditable.

Security — Built In, Not Bolted On

✓ OWASP Top 10 compliant
✓ GDPR compliant
✓ OAuth + MFA on every project
✓ RBAC built into every app
✓ Encryption at rest & in transit
✓ CodeTrust self-scans every build

Verify It Yourself

📦 CodeTrust on PyPI
pip install autoai-codetrust — scan your own code 🚀 MentorPath — Live
Click through every screen. Built for AHYEL Foundation in 72h. 🏥 DentalAI Pro — Live
18 AI workflows. 447 tests. Running in production. 💻 Open Source on PyPI
pip install autoai-codetrust — Apache-2.0 licensed, 591+ downloads/month.

This entire website — the copy, the design, the campaign strategy, the social media posts — was built by the same autonomous AI system we’re offering to you. We are our own first customer.

Partner With Us

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.

  • We analyse your codebase and find AI opportunities
  • You approve every improvement before it’s built
  • We deliver production-ready code with “AI Powered by AutoAI Labs UK”
  • You pay only for work done — transparent, usage-based pricing
  • Your code stays yours — isolated, encrypted, never shared

Book a Discovery Call

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.

  • Discuss your project scope and timeline
  • See a live demo of our autonomous pipeline
  • Get a ballpark quote on the call
  • No obligation — no follow-up spam

Or email salesteam@autoailabs.co.uk directly

April 2026
Mon Tue Wed Thu Fri 1 2 3 6 7 8 9 10 13 14 15 16 17
9:00 AM 10:30 AM 2:00 PM 4:00 PM

You pay what it costs us. Plus 30%.

No guesswork. No inflated quotes. We calculate the actual cost to build your project — every API call, every test cycle, every AI review — add 30% margin, and that’s it. Excluding taxes.

How We Calculate Your Price

🤖 AI Build Costs Claude + Gemini API calls for architecture, coding, and iteration
🧪 Testing & Validation Automated test suites, security scans, CodeTrust analysis
🔍 AI Quality Reviews Gemini + Claude dual-review cycles until quality gates pass
🔄 Improvement Cycles Iterative refinement until every quality gate scores 7+/10
☁ Infrastructure Azure hosting, databases, DNS, SSL, CI/CD pipeline setup
📦 Final Delivery Source code, documentation, deployment playbooks, handover
💰 Your Price Total actual cost + 30% margin — nothing hidden, excluding taxes
Starter Quick Wins

Landing pages, marketing sites, internal tools. Lowest AI consumption — smallest bill.

  • Landing page or marketing site
  • Responsive design + dark mode
  • Analytics & SEO setup
  • Cloud deployment included
  • 30-day warranty
Growth MOST POPULAR

Full-stack MVPs, SaaS platforms, AI-powered apps. Multiple AI review cycles included.

  • Full-stack web application
  • AI & data pipelines
  • Authentication, RBAC, payments
  • Cloud infrastructure (Azure/AWS)
  • Security hardening & compliance
  • Documentation & handover
  • 60-day warranty
Enterprise Custom

Complex multi-service platforms, enterprise integrations, AI agents, trading systems. Full improvement cycle.

  • Multi-service architecture
  • Enterprise AI & ML solutions
  • Third-party integrations & APIs
  • Campaign-as-a-Service add-on
  • Dedicated infrastructure
  • Marketing assets included
  • 90-day warranty + SLA

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.

Questions

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.

Alisa Khan — CEO, AutoAI Labs

We believe AI should build, not replace.

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

Ready?

One conversation starts everything.

Or email salesteam@autoailabs.co.uk · We respond within hours.

AutoAI
Sales Assistant

Welcome to AutoAI Labs. What kind of software are you looking to build?