Agent inflation is the new technical debt. We built the credit bureau that prices it.
Agency and enterprise platforms will soon orchestrate thousands of agents against client budgets, creative, and data. The missing layer is a neutral score of which agent deserves how much autonomy — before it spends, publishes, or signs.
What every serious agent blueprint demands
Every credible enterprise agent architecture converges on the same six requirements. Each one is a rail the bureau already runs.
Auditable, traceable agents
Every verdict returns its reasons plus signed, verification-graded evidence. The audit trail exists by construction, not by request.
Defined scopes of authority
Stakes ceilings: an agent proven at $50 is authorized for nothing at $5,000. Autonomy is earned per tier, never assumed.
Human-in-the-loop, placed by evidence
ESCALATE places human judgment exactly where the evidence says it belongs — not blanket QA smeared over every task.
Version control for behavior
Scoring configs are promoted only through statistical gates — live today: v1→v1+k2 — so behavior changes ship like code, with rollback.
Persistent context
The bureau IS the memory of agent conduct — across clients, campaigns, and runtimes. No agent starts over just because it changed harness.
Who owns the layer beneath
Neutrality. A third-party bureau is the only structure advertisers, agencies, and clients all accept — nobody grades their own homework.
Commerce's next buyer isn't a person
Trust has two verbs, and a fleet needs both: what the AI economy sees about your clients' brands, and what their agents are trusted to act on.
Brands and products, scored as entities
The 26-signal entity framework scores what AI buyers and answer engines see: provenance, freshness, coherence, and lineage. In live pilots that visibility moved the numbers that matter — +21% conversion and −35% returns.
The Universal Trust Protocol whitepaperEvery brand's agents earn a trust file
Agents deployed on a client's behalf inherit that client's provenance and then earn their own file of signed outcomes. When agents buy from agents, both halves — the entity that is seen and the agent that acts — meet in one transaction, and the handshake prices it.
Certify the fleet before it scales
Score every agent
Each agent gets a 300–850 TrustRank computed from signed outcomes. Start with the internal fleet — zero client risk while the ledger fills.
Ceiling by client & budget tier
Autonomy is granted per client and per budget tier: an agent trusted with a $500 test buy is not trusted with a $50,000 flight until it has earned it.
Quarantine on drift, recalibrate weekly
A per-agent regime machine catches behavioral turns before they become losses, and a weekly gated loop keeps the score itself calibrated.
Being scored is free, non-exclusive, and portable. Clients accept the number precisely because their agency doesn't own it — the same reason lenders accepted FICO. The platform that certifies its own agents is marking its own exam; the fleet certified by a neutral bureau is the one clients let scale.