Know what’s really happening at
Tilde Research before you sign on.
- On the roadmap
- AI Interpretability
- AI Research
Tilde Research is a Bay Area lab betting that mechanistic interpretability can graduate from safety science to a control product — letting customers dissect and precisely edit model behavior. Its $8M Khosla-led seed and open-source releases have made it one of the most visible independent interpretability startups.
How we do it.
Most "AI market intel" is a summarized crawl of press releases. This Altis research is built from our knowledge graph of sector expert calls, synthesized with public sources.
Tilde Research
- Seed round led by Khosla Ventures, announced mid-2025
- $8M
- Year founded
- 2024
- Claimed cost reduction from the Activault activation engine
- 4-8x
- Open model where Tilde's interpreter models improved reasoning
- Llama-3.1-8B
- Co-founder and CEO
- Ben Keigwin
- Individual angels in the seed round
- researchers at OpenAI and Anthropic
Press reported
Altis Verified
What's in the report
Most "AI market intel" is a summarized crawl of press releases. This is what customers, competitors, and former employees actually told us.
Market Overview
Market structure, where the company sits, and growth drivers.
- market map
- AI Interpretability landscape
- AI Interpretability growth rate
- CAGR
Total Addressable Market
Bottom-up TAM / SAM / SOM.
- Tilde Research TAM
- AI Interpretability market size
- market opportunity
Company Overview
What the company does and how it operates.
- what does Tilde Research do
- Tilde Research product
- business model
Product / Go-to-Market
Product, GTM motion, ICP, and who buys.
- Tilde Research customers
- who uses Tilde Research
- Tilde Research ICP
- go-to-market
Competitive Dynamics
The Altis Market Map and the Altis Win-Rate Index.
- Tilde Research competitors
- Tilde Research alternatives
- who competes with Tilde Research
- Tilde Research win rate
Customer Signals
Retention, satisfaction, and win/loss signals.
- Tilde Research reviews
- Tilde Research NRR
- Tilde Research churn
- current customers
- switching costs
Investment Debates
Investment thesis, moat, bull/bear, and key risks.
- Tilde Research investment thesis
- Tilde Research moat
- bull case bear case
- Tilde Research risk factors
Monetization & Financials
Business model, revenue model, and unit economics.
- Tilde Research ARR
- Tilde Research revenue
- Tilde Research valuation
- unit economics
Team and culture
Founders, leadership, and org.
- Tilde Research founders
- Tilde Research CEO background
- leadership team
- headcount
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Based on public reporting and company disclosures as of July 2026.