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.

BACKED BY:
OPENAI STARTUP FUND
TIME VENTURES

WHO WE'RE BUILDING FOR

01/08

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

02/08

Professionals need:

•Signal over noise
•Visibility into disagreement
•Weighted evidence, not averaged consensus
•Defensible judgement, not confident prose

Modern knowledge work has outgrown both:

•Static authorities (textbooks, guidelines, encyclopaedias), and
•Generic AI systems that optimise for fluency over epistemic safety

That gap is why we're building CuraAI.

WHAT THE PRODUCT DOES

03/08

CuraAI is a decision-support co-pilot for high-stakes professional judgement.

It sits inside a professional's workflow and helps them:

•Navigate what the evidence currently says
•Understand where experts disagree and why
•See what has changed recently and what that invalidates
•Make decisions that are explainable, defensible, and current

Crucially, CuraAI does not replace professional judgement.

It augments it with structured expert signal.

HOW IT WORKS

04/08

CuraAI combines:

•Councils of recognised experts (not crowds or scraping)
•Institutionally anchored curation (academies, societies, standards bodies)
•Recency-first knowledge pipelines
•Evaluation-driven AI agents that highlight uncertainty and disagreement, and provide provenance.

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

05/08

CuraAI is deliberately narrow where others are broad.

Our advantage comes from:

•Enforcing epistemic discipline on what enters the system
•Building institutional trust that generic models cannot replicate
•Embedding into daily professional workflows
•Compounding value as the system learns what matters to each role

We're focussed on roles where LLMs + citations are not good enough, and sometimes actively harmful.

WHAT WE ARE NOT

06/08

CuraAI is not:

•Consumer or lifestyle AI
•An encyclopaedia
•A generic research assistant
•A one-off or episodic tool
•A belief- or ideology-driven system

WHAT OUR LONG-TERM VISION LOOKS LIKE

07/08

Over time, CuraAI becomes:

•A trusted cognitive layer for regulated and high-impact professions
•The system professionals turn to when the cost of being wrong is real
•A new standard for how expert knowledge is translated into AI-mediated decisions

When evidence is contested, fast-moving and cannot be responsibly flattened into a single answer, CuraAI becomes the system professionals turn to.

TEAM

08/08
Luca Grulla

Luca Grulla

Interim CEO, CTO

Tech and Media executive.Former CTO of Signal AI.

Dame Julia Black

Dame Julia Black

Advisor

President (Emeritus) of British Academy

Sacha Baron Cohen

Sacha Baron Cohen

Founder