We're building expert-curated, recency-first AI for professionals who make critical decisions in unstable evidence environments.
We are not a general knowledge model.
We exist where generic AI becomes dangerous, when evidence is contested, fast-moving and cannot be responsibly flattened into a single answer.
WHO WE'RE BUILDING FOR
We're building CuraAI to support specific professional roles, not abstract subject domains.
These are professionals who:
- •Make frequent, high-regret decisions
- •Are accountable (legally, clinically, financially, reputationally)
- •Operate across multiple overlapping sub-domains
- •Work in fields where recency changes conclusions, not just citations
- •Cannot rely safely on frontier LLMs without expert mediation
Examples include clinicians, scientists, engineers and regulated or policy-adjacent professionals, but only where institutional curation is possible.
WHAT PROBLEM WE'RE SOLVING
Professionals need:
Modern knowledge work has outgrown both:
That gap is why we're building CuraAI.
WHAT THE PRODUCT DOES
CuraAI is a decision-support co-pilot for high-stakes professional judgement.
It sits inside a professional's workflow and helps them:
Crucially, CuraAI does not replace professional judgement.
It augments it with structured expert signal.
HOW IT WORKS
CuraAI combines:
This allows us to answer not just "what is the answer?"
...but "how strong is the evidence, who disagrees, and how confident should I be?"
HOW WE CREATE TRUSTWORTHY AI
CuraAI is deliberately narrow where others are broad.
Our advantage comes from:
We're focussed on roles where LLMs + citations are not good enough, and sometimes actively harmful.
WHAT WE ARE NOT
CuraAI is not:
WHAT OUR LONG-TERM VISION LOOKS LIKE
Over time, CuraAI becomes:
When evidence is contested, fast-moving and cannot be responsibly flattened into a single answer, CuraAI becomes the system professionals turn to.



