# Anthropic and Accenture Each Budget $1B for Embedded Evaluation — Access Rules Still Unfinished

Times of AI Desk · 2026-09-18 · Frontier Labs

[https://timesof.ai/2026/09/anthropic-accenture-embedded-evaluation](https://timesof.ai/2026/09/anthropic-accenture-embedded-evaluation)

> Anthropic and Accenture’s Faculty unit plan embedded evaluation with employee-comparable access. Each side expects to invest at least $1 billion over five years. Anthropic will fund Accenture directly; operating and reporting standards remain unsettled.

Anthropic says its planned Accenture partnership will put evaluators inside the lab with employee-comparable access. The investment announcement is a plan to build evaluation capacity, not a completed audit.

**Anthropic** (September 18): a partnership with **Accenture**, led by **Faculty** (Accenture’s specialist AI business), to evaluate and red-team models, run alignment assessments, and test safeguards. Anthropic calls it a step toward the commitment in CEO **Dario Amodei**’s essay **“We Must Pace the Frontier”**: put evaluators **inside** the company.

## Money and what “embedded” means

Anthropic and Accenture **each expect to invest at least $1 billion** building capacity in this area **over the next five years**. Because no pooled or government funding system exists yet — Anthropic’s June **Advanced AI Framework** asked for one — **Anthropic will fund Accenture’s work directly**. It is also in dialogue with **METR** and other nonprofit evaluators to pilot pieces of embedded evaluation on **their** funding.

Unlike today’s outside evaluators, these evaluators would work inside the lab with **access comparable to an employee’s** — watch models take shape in training, follow deployment decisions, talk to staff, check whether safety commitments are being kept, report incidents, and give the public a more informed account. Anthropic says this does **not** reduce its own accountability.

## Limits

- Many operating details are still being worked out.
- There are **no standards** yet for what embedded evaluators should see, how they should report, or how independent evaluation should be funded long-term.
- The partnership is **non-exclusive**. Anthropic says other evaluators will be named in the coming weeks, and Accenture will do similar work with other developers.
- Anthropic says access and reporting standards remain unsettled. It will fund Accenture directly while discussing separately funded pilots with nonprofit evaluators.

**Correction (October 14, 2026):** Clarified that the arrangement and investments were announced plans, and that Anthropic was also discussing evaluator-funded nonprofit pilots. Removed the blanket characterization of earlier external evaluation.

## Sources

- [Anthropic: Partnering with Accenture on embedded evaluation (September 18, 2026)](https://www.anthropic.com/news/accenture-embedded-evaluation)