Selected work
Systems that moved a number.
Every project here started with a business problem and ended with a measured result, from client engagements and from our team’s track record. Several come with an interactive demo, so you can see what the system does rather than take our word for it.
Team track recordGlobal advertising group
Risk-aware campaign recommendation platform
An AI campaign platform that searches a vast configuration space, recommends the setups most likely to perform, and flags the ones that only look good.
−61%low-quality campaign setups, through risk control on every recommendation
Client projectInsurance claims-technology company
Insurance claims cost forecasting
A claim-level cost forecasting pipeline and a portfolio simulation that showed how much reserve capital was tied up for no reason.
−69%error in claim-level cost forecasts
Team track recordBig Four consultancy, EU-level audit programme
AI-powered audit & fraud analysis
An AI auditing framework that scores and prioritises cases by risk, explains every score, and keeps its error rate within a guaranteed bound.
≈65%less manual review work
Team track recordInternational media agency network
Multimodal creative compliance
A multimodal AI system that reads advertising creatives the way a reviewer does, combining images, text and layout, to flag compliance issues automatically.
~92%of non-compliant content flagged automatically
Team track recordGlobal beverage brand, via a global advertising group
Multimodal creative-to-audience matching
Multimodal models that learn what is in each ad creative and match it to the audience segments most likely to respond, uncovering targeting overlaps people had missed.
+10%ad revenue uplift
Team track recordUniversity learning pilot
Adaptive AI learning assistant
An AI tutor that combines language models with learner data and structured teaching logic to diagnose gaps and personalise support.
+23%measured learning competency in the pilot
Client projectMulti-business corporate group
Automated data collection & enrichment
Automated gathering and tracking of data from scattered online and document sources, cleaned and enriched with OCR and NLP into a single structured database.
Automateddata gathering and tracking that used to be manual
“Client project” marks work delivered for Ivalead clients. “Team track record” marks work led by members of our team in previous roles. Clients and employers are never named. Demos use synthetic data and fictional brands; metrics are as measured in the original projects, several of them in pilots.
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