Adept AI AI Vendor Risk Profile
AI research lab focused on building general intelligence to follow natural-language instructions across software tools. Core team and tech acquired by Amazon in 2024 in a license-and-hire transaction.
Risk overview
Risk score: 49/100
Risk tier: Elevated
Safety rating: 51/100 (higher is better)
Lower risk scores indicate lower assessed risk.
Last verified: Feb 24, 2026 Aging
Risk dimensions
| Dimension | Risk score |
|---|---|
| Data Handling | 72/100 |
| IP Exposure | 31/100 |
| Jurisdiction | 13/100 |
| Security | 63/100 |
| Regulatory Compliance | 70/100 |
| Transparency | 45/100 |
| Business Stability | 67/100 |
| Dependency Chain | Not assessed |
| Agent Governance | Not assessed |
Analyst summary
Rating: Avoid
Adept AI is a foundation model startup that was effectively gutted in June 2024 when Amazon hired its co-founders and licensed its tech. Investors recouped roughly their $414M, the company kept about a third of staff and ~$25M, and pivoted to enterprise sales of agent products. Several of the founders Amazon hired have since departed, leaving Adept as a small, post-talent-drain shell that is not a viable strategic AI vendor.
Bottom line: Avoid for new procurement. The company that existed before June 2024 is gone, and what remains is not a credible enterprise AI vendor.
Strengths
- Original team produced credible early agent research (ACT-1) and attracted top-tier investors
- Investors materially recouped capital in the Amazon transaction (~$414M raised, roughly returned)
Concerns
- Amazon hired the founders and licensed the IP in June 2024 in a deal the FTC has scrutinized as a possible reverse-acquihire
- Roughly two-thirds of staff departed; remaining team is a fraction of the original company
- Most of the Adept founders who joined Amazon have since left, including David Luan (announced February 2026)
- No published SOC 2, ISO 27001, HIPAA, or other enterprise compliance attestations
- No clear product roadmap or enterprise reference base post-pivot
Best for
- Effectively no current enterprise procurement use case
Avoid if
- You are evaluating frontier model providers — Adept is no longer in that race
- You require a vendor with multi-year operational continuity and a published compliance program
- Your procurement cannot accept a vendor that has been partially absorbed by a hyperscaler
Citations
- Vendors — Founder Departures
- Vendors — Operational Status
- Incidents — Ftc Scrutiny
- Vendors — Amazon Acquihire