Applied AI and data studio
AI that earns its keep.
We build custom AI, machine learning and automation that cut manual work, sharpen decisions and grow revenue, and we prove it works before it ships.
30 minutes · no obligation · straight answers
Results from our projects
1/4
Audit & fraud analysis
−0%
less manual review work
Manual effort
Error rate below 2% in the evaluated workflow
See how- ECML-PKDDPeer-reviewed research publication
- Google × WPPAI hackathon winner
- NVIDIA GTCProject showcase
- PyData / PyConTechnical talks
What we do
Less manual work. Better decisions. AI you can trust.
Automate manual work
Documents, emails, data entry and reviews turned into AI workflows, with a human sign-off where it matters.
02Predict and optimise
Forecasting, risk scoring, recommendations and pricing models that sharpen decisions and grow revenue.
03AI assistants & agents
Assistants and agents that work on your own data and tools, built to be tested, measured and controlled.
04Test & fix the AI you have
Already built something? We stress-test it, find where it fails and make it reliable enough to trust.
We've done this before
Don't take our word for it. Try it.
Interactive versions of real systems we've built, running on synthetic data.
Catching non-compliant ads before they go live
92% flagged automatically · 50%+ fewer manual checks
interactive demo · fictional brands
Vision + text + layout, analysed together.
Why Ivalead
Most AI projects never make it to production. Ours are built to.
Proven before it ships
We agree the success metric up front and stress-test every system against it before launch. You see the evidence, not a demo.
Research-grade engineering
Published machine-learning research, applied to production systems. The rigour of a lab, the pragmatism of a product team.
Senior engineers only
You talk to the people who build your system. No account managers, no junior hand-offs.
Honest about AI
If a simpler solution beats AI, we will tell you. We get paid to solve the problem, not to use a buzzword.
How it starts
Three steps to a working system.
- 01
Free 30-minute call
Tell us the problem. We tell you honestly whether AI can solve it.
- 02
Clear proposal
A fixed scope, a success metric and a price. No open-ended retainer.
- 03
Build, prove, ship
We build it, prove it hits the target, and put it into production.
■ Free 30-minute call
Have a problem worth solving?
Tell us what happens today. In 30 minutes you’ll know whether AI can make it meaningfully better, roughly what it would take, and what it could be worth.