Product

Turn product judgment into a governed system.

FloFactor brings trusted Product Context, inspectable evaluation, eligibility gates, accountable human authority, and decision provenance into one coherent path from evidence to implementation.

01

Trusted judgment

A prompt tells AI what to do. Context tells it what is true.

FloFactor does not treat every document, opinion, and historical decision as equally trustworthy. Product Context preserves what the organization currently understands, and what it does not.

Governed Product Context

Illustrative view of the governed Product Context model.

Known / EstablishedCurrent

Known context

Strategy
Reduce avoidable support burden while preserving account security.
Customer understanding
Non-enterprise users expect self-service password recovery.
Technical constraint
Standard accounts use the existing account and email recovery infrastructure.
Prior decision
Enterprise authentication remains governed through the customer identity provider.
AssumedCurrent

Assumption

Recovery email delivery is sufficiently reliable.

UnknownCurrent

Unknown

The impact on enterprise SSO users remains unresolved.

ContradictedCurrent

Contradiction

Some password-reset cases are SSO lockouts, so one recovery flow cannot safely solve every case.

More context is not the goal. Trusted context is.

Governed Candidate Evaluation

Reasoning should be inspectable.

A governed evaluation is useful only when its evidence, assumptions, and limits remain visible. Each candidate is evaluated on its own basis.

Recommendation is not authorization.

The same evidence can justify one action while invalidating another. Each candidate must earn its own eligibility.

Candidate A

Independently evaluated

InferredCurrent

Candidate A — standard-account self-service recovery

Supported by repeated evidence, strategy, and existing recovery infrastructure.

Improve self-service password recovery for standard accounts.

Supported by

  • Repeated support demand
  • Known customer friction
  • Existing recovery infrastructure
  • Alignment with support-reduction strategy

Explicit limit: Enterprise recovery should not proceed under the same specification.

Confidence: high

Candidate B

Independently evaluated

ContradictedCurrent

Candidate B — unified enterprise recovery

Conflicts with existing SSO policy and depends on unresolved identity assumptions.

Not recommended while enterprise identity constraints and SSO recovery ownership remain unresolved.

Eligibility

Eligible for human decision

Candidate A — standard-account self-service recovery

Evidence sufficient; material limits are explicit.

  • Evidence sufficient
  • Assumptions exposed
  • Product Context current
  • Material limits documented

Authority required

Blocked

Not eligible for human decision

Candidate B — unified enterprise recovery

Critical identity assumption unresolved.

Work stops before authority

Candidate B stops here until the critical identity assumption is resolved.

Accountable Human Authority

Product Lead

Authorized reviewer

Authorized decision recorded

Decision bindings
  • Candidate bound
  • Preview bound
  • Request bound
  • Decision attested

Governed outcome

Approved — proceed

System state: ACCEPTED

Standard-account self-service recovery

Proceed

AI should reason.Humans should govern.

02

Product Factory

Progression is governed, not guaranteed.

Work advances through explicit stages. Eligibility creates access to accountable authority; it does not create a decision.

  1. 01

    Product Context

  2. 02

    Discovery

  3. 03

    Opportunity

  4. 04

    Requirements

  5. 05

    Specification

  6. 06

    Eligibility

Blocked

Not eligible for human decision

Work stops until the material assumption or contradiction is resolved.

Eligible for human decision

Product Lead

Authorized decision recorded

Approved — proceed

System state: ACCEPTED

Proceed

Implementation may begin

Rejected — stop

System state: REJECTED

Stop

No implementation

03

Decision provenance

Know exactly what was evaluated and authorized.

FloFactor preserves the bindings between source material, the candidate, its evaluation, the reviewed preview, and the accountable decision.

  1. Source version

    Evidence ranges preserved

  2. Candidate

    Candidate hash bound

  3. Evaluation

    Findings persisted

  4. Preview

    Reviewed artifact bound

Product Lead

Authorized decision recorded against the reviewed candidate and preview.

Inspect integrity record
Source version
Evidence version preserved
Candidate hash
Bound to evaluated candidate
Evaluation record
Findings persisted
Preview hash
Bound to reviewed preview
Authorized actor
Product Lead · Authorized reviewer
Request binding
Decision request preserved
04

Readiness

Ready should mean something.

FloFactor is being built around a stricter standard for when work is sufficiently understood to move downstream.

  1. 01Evidence complete
  2. 02Required context current
  3. 03Assumptions explicit
  4. 04Accepted unknowns documented
  5. 05Contradictions addressed
  6. 06Intent preserved
  7. 07Technical constraints documented
  8. 08Human decision recorded

Readiness is determined by meeting these standards, not by a superficial score.

05

Learning

Every decision should make the next decision better.

FloFactor is designed so that outcomes can become evidence for future judgment.

  1. 01

    Product Context

  2. 02

    Judgment

  3. 03

    Decision

  4. 04

    Implementation

  5. 05

    Outcome

  6. 06

    Learning

Outcomes become evidence for what teams decide next.

Early access

Scale judgment before you scale software.

See how FloFactor turns evidence, constraints, and product judgment into a governed path from uncertainty to implementation.

Request early access