Preference Model
Reinforcement-learning environments that help AI labs train models to solve tasks without exploiting flaws in the grading system.
$16MSeed
ParticipantS
SignalFire
Activity from announced rounds
Activity in this selectionOct 16, 2026 · Jul 19, 2026
- Rounds participated in
- 7
- Confirmed lead rounds
- 2 4 roles undisclosed
- New companies
- 6 First participation on record · 1 follow-on
- Funding in participating rounds
- $374.5M 7 disclosed · full round size, not this investor’s share
By stage
By primary sector
By country
Rounds
7 in this selectionOutmarket AI
Outmarket AI automates workflows for insurance agencies and brokers through connections to agency management systems.
$34.5MSeries B
LeadBlue Voice
Blue Voice develops Blue, an AI assistant for law-enforcement officers in the field.
$6MFunding
LeadFlagler Health
AI platform coordinating clinical and administrative workflows for musculoskeletal care providers
$50MSeries B
Role not disclosedHorizon3
Runs autonomous AI-driven penetration testing to secure enterprise networks
$250MSeries E
Role not disclosedCredible Data
Trusted business context engine for enterprise AI
$10MSeed
Role not disclosedCordant
A command center for payments companies, fintechs and banks operating across fragmented financial infrastructure
$8MSeed
Role not disclosed