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 22, 2026 · AI · Jan 1, 2026
SignalFire is a venture firm using in-house AI and data tools to support companies in enterprise AI, developer tools, cybersecurity, fintech, healthcare and consumer technology.
Beacon AI, its proprietary platform, combines talent search, competitive intelligence and sales lead data. Portfolio companies use those tools for specific tasks such as identifying candidates, mapping a market and finding potential customers.
Its operating programmes cover recruiting, go-to-market, leadership development, data science, public relations and fundraising. The support model includes engineers, data scientists and growth professionals working alongside sector investors.
Sources
- Rounds participated in
- 13
- Confirmed lead rounds
- 2 10 roles undisclosed
- New companies
- 12 First participation on record · 1 follow-on
- Funding in participating rounds
- $735.7M 13 disclosed · full round size, not this investor’s share
By stage
By primary sector
1 more
Cybersecurity1
By country
Rounds
13 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 disclosedBlank Bio
Trains RNA foundation models on tumor transcriptomes to improve patient-level prediction in oncology
$7.2MSeed
Role not disclosedOutmarket AI
Outmarket AI automates workflows for insurance agencies and brokers through connections to agency management systems.
$17MSeries A
Role not disclosedVector
Provides contact-level advertising platform for B2B marketers
$10MSeries A
Role not disclosedPatlytics
Provides AI platform for the full patent lifecycle
$40MSeries B
Role not disclosedQualified Health
Provides a secure enterprise AI platform that helps health systems deploy, govern, and scale AI solutions
$125MSeries B
Role not disclosedGrow Therapy
Supports providers delivering in-person and online therapy and psychiatric care.
$150MSeries D
Role not disclosedPrudentia Sciences
Provides AI-native due diligence for life sciences dealmaking
$20MSeries A
Role not disclosed