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FactumOS

Decisions you can explain and replay.

FactumOS keeps the full story of a decision together—sources, approvals, and timing—so teams can trust it, reuse it, and show it when asked.
A receipt for every decisionHuman review baked inClear source trailReplay any decision later

Every decision stays tied to its sources, reviews, and timing.

Receipts bundle what happened into a simple, shareable record.

Why AI projects stall under scrutiny

Teams need a clear trail.

FactumOS keeps every decision easy to review, so you can answer auditors, regulators, or customers without scrambling.
Answers change between releases, so teams can’t stand behind them.
Approvals happen after the fact, leaving gaps in accountability.
Reviews take days because context is scattered and incomplete.
Leaders can’t show a clean trail when a decision is questioned.

Market analysis

Where buyers are spending in 2025.

Teams are moving past pilot projects and investing in decision systems that reduce risk, speed up reviews, and make accountability easy to prove.

Trust beats novelty

Executives want answers they can stand behind, not another flashy demo.

Audit pressure is rising

Regulators and customers now expect a clear record for every high-stakes choice.

Lean teams need repeatability

Small teams win when decisions can be reused without starting from scratch.

How FactumOS works

Receipts at every step.

Collect

Gather the approved sources, notes, and signals tied to the decision.

Connect

Link related facts so the full story is visible in one place.

Decide

Guide the assistant with clear rules so answers stay consistent.

Record

Create a receipt that captures sources, timing, and approvals.

Find, connect, then decide

Clear context before every answer.

FactumOS keeps answers grounded in approved sources, with checks that keep teams aligned and outcomes consistent.
1Find

Search approved sources only, so answers start with trusted inputs.

2Connect

Pull the related context that matters for the decision.

3Check

Flag conflicts and outdated info before anyone answers.

4Answer + receipt

Deliver the response and its receipt in the same step.

Approved sources only
Conflict checks
Receipt to replay the decision

Receipts preview

Clear, audit-ready proof.

View more receipts
ReceiptRCP-2084-AX9

Record hash

7dd1a2d9:ca7e9b1f6d2e

Locked after review

Receipt root

0x7f82d1c87f3b8b6f72c957aa

Proof of what changed

Replay mode

deterministic

Replay stays consistent

Evidence score

0.0%

Sources included

Explanation score

0.0%

Readable, constrained narrative

Conflicts

0 warning / 0 info

Logged with levels

Record SNAP-7dd1a2d9 · Hash 7dd1a2d9:ca7e9b1f6d2eHash stable · sources unchanged
Verified
Hash unchangedSNAP-7dd1a2d9 · 7dd1a2d9:ca7e9b1f6d2e

Replay assurance

i

Deterministic receipt preview

Replay hash unchanged; the same evidence set returned and outcomes stayed consistent.

Evidence score

0.0%

Grounded signals used

Explanation score

0.0%

Clear, guided narrative

Conflicts + replay status

0 warning / 0 informational conflicts captured in this demo receipt.

Replay uses record SNAP-7dd1a2d9 and hash 7dd1a2d9:ca7e9b1f6d2e; outputs remain stable across replays.

Repeatable decision trail

Every step bound to the locked record.

Record locked
  1. Source intake

    checked

    Step owner: Structured parser

    Duration 142 msRecord SNAP-7dd1a2d9
  2. Context link

    guided

    Step owner: Guided assistant step

    Duration 388 msRecord SNAP-7dd1a2d9
  3. Policy check

    allow

    Step owner: Rule set v4.2

    Duration 91 msRecord SNAP-7dd1a2d9
  4. Receipt

    sealed

    Step owner: Receipt writer

    Duration 27 msRecord SNAP-7dd1a2d9

Decision checks

Receipts as approvals, not logs.

FactumOS checks sources, conflict handling, and record lock before any answer goes out the door.

Contract verdict

Decision gate passed

Pass

Each step writes a receipt that captures sources, checks, and approvals.

Sources includedPASS

Locked to the record for easy replay.

Conflicts reviewedPASS

Locked to the record for easy replay.

Record lockedPASS

Locked to the record for easy replay.

Audit posture

Receipts are approvals, not log excerpts.

Sources, timestamps, and outcomes stay together so auditors can replay the exact decision without drift.

Replayable decisionsConflict checksRecord-locked evidence

Differentiation

Built for scrutiny without the jargon.

Clear receipts show what happened, who approved it, and when it changed.
Repeatable outcomes keep teams aligned across regions and updates.
Built-in checks highlight conflicts before they reach customers.

Use cases

Where teams need the clearest trail.

Compliance verification

Receipts that make audits straightforward, even across regions or teams.

Outcome: Clean proofs that satisfy examiners the first time.

Policy interpretation

Consistent rulings with clear, reviewable overrides.

Outcome: Consistent, explainable rulings across teams.

Risk assessment

Receipts that explain every signal, score, and override.

Outcome: Defensible risk calls you can show to risk and legal.

High-stakes internal knowledge decisions

Versioned answers with replayable history for edits and escalations.

Outcome: Versioned, accountable answers leadership can sign off on.

Final check

Ready for repeatable decisions?

Walk through a live receipt and see how reviews stay clear, simple, and dependable.