Factify is the truth infrastructure between your agents and the facts they act on, so every decision is certified, enforced, and explainable before it happens.
Platform overview
The layer between your agents and the facts they act on.
Only approved facts reach your agents. Everything else is blocked.
A fact is a verified, approved piece of information your agent is permitted to use. Every fact goes through a sign-off process before an agent can use it. Outdated, conflicting, or unapproved - it doesn't get through.
Rules are enforced at the moment of action. Not assumed earlier.
Even if the agent misreads or misapplies a policy, the action layer re-checks it.If the action violates policy, it is blocked. No reliance on the agent’s interpretation. Policies are not just read. They are enforced.
When the regulator asks, you already have the answer.
Every agent decision is automatically documented: what information it used, who approved it, and when it was last verified. The audit trail builds itself. You don’t assemble it under pressure.
The problem
These conversations are happening right now in companies running agents without Factify's infrastructure.
01
The AML agent flagged it. A human reviewed it anyway.
Because nobody can prove the agent acted on the current sanctions list.
→ With Factify: the sanctions list version is certified. The agent’s decision is based on the approved data. The review loop disappears.
02
The underwriting agent gave a decision. Legal overturned it.
Two policy documents disagreed. The agent chose one.
→ With Factify: conflicting documents are flagged before they reach an agent. Only the approved version gets through. Legal never needs to overturn it.
03
The regulator asked a simple question.
What did your agent know, and when? You could show the output. You couldn't explain how it got there.
→ With Factify: every agent decision has a complete provenance record. What it knew. Who approved it. When it was last verified.
04
The pilot passed every test. Legal still won't approve it.
There's no proof the agent only acted on facts that were current and authorized. The technical bar was met. The evidentiary bar wasn't.
→ With Factify: the evidentiary bar is built in from day one. Every fact the agent used is logged, approved, and defensible.
The cost of getting it wrong
Finance, insurance, and healthcare are moving to agents. The governance layer isn't ready.
68%
of enterprise AI initiatives cite data quality as a top-3 blocker.
Databricks, 2025
43%
name data quality & readiness as the #1 obstacle to AI success.
CDO Insights Survey, 2025
60%
of AI projects lacking AI-ready data will be abandoned by end of 2026.
Gartner, 2025
Who it's for
Built for the workflows where a wrong decision isn't recoverable.
Get agents into production, not just pilots
Agents in regulated workflows, with legal sign-off built in
No manual verification loops eating your efficiency gains
Own the audit trail before you need it
Regulatory examinations without the weekend evidence sprint
Policy changes reach agents before the next transaction
Deploy with confidence, not just speed
Agent decisions that hold up to scrutiny, internally and externally
Built for the workflows where a wrong decision isn't recoverable
Connects to the systems your decisions already run on
Can you prove your agents acted on the right facts?
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