Production experience
We build AI systems at investment banks during the week. Patterns tested against compliance teams and production systems—not theories from a deck.
WHO WE ARE
Three builders from the world's most demanding finance and tech teams.
Goldman Sachs, JPMorgan, Uber, Aurelius. We learned to ship production-grade AI where compliance, risk, and scale are non-negotiable.
We aren't academics or consultants—we're operators who honed our skills inside those institutions and now teach the exact playbooks.
Goldman Sachs
JPMorgan
Uber
Aurelius
3 foundersOperators, not consultantsTested in regulated environments
OUR WORK
We built this website with AI.
Custom design. Animations. Professional copy. UK agencies quote £15-30K for this.
We did it for £500 in three weeks—using the same methods we teach. No shortcuts, no hidden team.
The numbers
The agency estimate vs. our build
MetricTraditionalExcetra
Cost£15-30K~£500
Time8-12 weeks3 weeks
Team3+ specialists1 founder
UK agency pricing: Expert Market, Media Village, MarcoMundo (2024-25)
HOW WE WORK
Three ways to work with us
Pick what you need today. Workshops now, pilots in Q1 2026, advisory from 2027.
WORKSHOPS
Workshops
Train your team on ChatGPT, Claude, and Gemini. Half-day to two-day formats. Walk out with documented workflows and security protocols.
01AVAILABLE NOW
- 2-8 hours depending on depth
- Finance, Marketing, Ops, Product teams
- ROI tracking from session one
- £2,500-£12,500
PILOTS
Pilots
Co-build your first production AI system. Enterprise methodology at 50% rate. You get working AI; we get proof.
02Q1 2026 - 3 SLOTS
- 12-week engagement
- ISO 42001-aligned approach
- Full documentation for compliance
- £25,000 fixed
ADVISORY
Advisory
Full-cycle advisory: readiness assessment, governance, change management. Available once we've built track record through workshops and pilots.
032027
- Readiness, governance, change management
- Offered after workshops and pilots
- Track record before expansion
- Waitlist open
WHY US
What makes this different
Measurable from day one
Track time savings immediately. Research benchmark: 2-8 hours/week depending on tier.
No overhead
Three founders. No junior consultants billing learning hours. Same AI efficiency we teach.
Security built in
Enterprise platform tiers only. Your data stays yours. DPAs ready.
RESEARCH BASIS
Evidence behind the approach
40% productivity boost from AI adoption
BCG/Harvard 2024
85% better retention with hands-on learning
Kolb et al. 2021
74% of enterprise leaders report positive AI ROI
Wharton/GBK 2025
+12pp more likely to adopt AI with 5+ hours training
Upwork 2024