Case 02 · Agents
The lab stayed. The company didn’t.
Adept trained agents to use software. In June 2024 Amazon hired David Luan and the co-founders onto Rohit Prasad’s AGI team and licensed the models. The rump company was told it would keep operating. Semafor later sat the missing column: investors were paid back.
2022–2024 · Talent license · 28 Jun 2024 · 7 min · 4 Sep 2026 · .md
The hyperscaler did not need the company. It needed the people who could train the agent.
Desk view
The file
- Founded
- 2022 · David Luan and co-founders
- Raised
- $350M Series B, 2023 · ~$415M total reported
- Product
- Agents that drive existing software and APIs
- Exit shape
- Hire + non-exclusive license. Not a named acquisition.
- Who moved
- Luan, Odena, Nye, Elsen, Szot · under Prasad at Amazon
- Investors
- Semafor, Aug 2024: paid back after the hire
What broke
01 · The market next door
Adept sat in the same year Microsoft took Inflection’s founders and Google sat Character. The independent agent lab was a recruiting pipeline with a cap table. Amazon needed multimodal agents for Alexa’s successor. It did not need a second logo.
Amazon kept the founders. Adept kept a name.
02 · The structure
Call it a license and the company still exists on paper. Lina Khan’s era made large-scale M&A expensive. The hire-and-license is how a hyperscaler buys a lab without buying a lab. Zak Kukoff named the set on X: Character, Inflection, Adept — acquisitions in all but name.
The deal was the talent. The license was the receipt.
03 · What printed
Prasad’s memo: Luan’s team trains multimodal foundation models and real-world digital agents. That sentence is the product Amazon bought. The leftover Adept was told to focus on “solutions that enable agentic AI.” A company without its founders is a license vehicle.
The work moved buildings. The equity was made whole.
Beats
2022
The lab
Luan leaves OpenAI engineering. Adept’s bet: an agent that already knows how to use the software companies pay for.
Mar 2023
The round
TechCrunch: $350 million to train agents on existing tools and APIs. The market is enterprise workflow. The buyer class is the same companies writing those tools.
28 Jun 2024
The memo
GeekWire first. Amazon hires the founders onto the AGI team. Non-exclusive license for models and data. Adept “continues independently.”
2 Aug 2024
The cap table
Semafor: investors in Adept will be paid back. Regulators watch the pattern — a purchase that is not called a purchase.
X desk
It broke there first
Zak Kukoff @zckBreak · 117k views
Large-scale M&A is dead. Instead: talent heists — acquisitions in all but name. Character (Google). Inflection (Microsoft). Adept (Amazon).
2 Aug 2024
Tianwei Yue @VyvyenYueComment
Mar: Microsoft / Inflection. Jun: Amazon / Adept. Aug: Google / Character. The talent war is the market.
7 Aug 2024
Sources
House
Sit the next issue. Print the chain.
A house underwrites one map — electrification, physical AI, the picks that do not trend until the assembler does.