What it sells
Frontier models and agents you can learn from, audit, and steer.
Business model breakdown
Buyer: who owns the budget?
UnverifiedAI/ML engineering teams and domain experts in regulated settings needing auditable models.
Workflow: what inputs become what output?
User sends a prompt to the Clarity platform and sees which part of the prompt or training concepts is responsible for the output, so errors can be debugged and steered.
Distribution: how it reaches customers
Product access through the Clarity platform (platform.guidelabs.ai) and contact form; research-led marketing via papers and blog.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Winter 2024 | — | Y Combinator | ycombinator.com |
Profiles summarize public reporting and company websites. Business-model notes are MaxBC's reading of that material, not confirmed facts; unknowns are left blank rather than guessed. Updated 2026-10-12.