Winter 2025

Thirdlayer

Continual learning for enterprise AI

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What they do

ingests company context and grades agents on outcomes so they improve

How close to us

4, very close

context memory plus outcome grading and learning loops; agents are improved, not run, so adjacent

Wedges

  • W8 The other 90% of an AI skill adjacent
  • W2 Seeing whether your AI agents actually produce adjacent
L1 Company brain (knows the organisation) 3, strong
L2 Agent team (runs agents, tools, approvals) 1, light
L3 Does and learns (finishes, checks, measures, updates the brain) 3, strong

Who buys

Firm size
enterprise
Buyer type
business
Role
head of AI or internal agent builder
UK
not known
Their own description (from YC)

ThirdLayer is the learning and alignment layer for enterprise AI. We continuously ingest and structure messy organizational context, complex operational processes, and siloed, permission-sensitive data, then grade agents against the outcomes each company cares about. Every interaction becomes feedback that helps agents improve over time.

Companies use ThirdLayer to power their internal agents or embed it into the AI products they’re building. We give agents the context, evaluations, and learning loops they need to stay aligned with each organization and deliver better outcomes with every run.

Full teardown

No full teardown yet. On the deep list.

Technical detail
Slug
thirdlayer
Lens hash
179096c479
Pass
screen
Stale
no