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FloFactor
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Product

A product system that continuously reasons about the product.

Today, much of product judgment happens inside people’s heads. FloFactor turns that work into a system.

The system performs the reasoning. Humans retain the authority.

It keeps Product Context current, evaluates what deserves to move forward, and brings humans in when a real decision is required.

Product Context. Judgment. Eligibility. Human authority. Provenance.

01

Context

What does FloFactor know?

A prompt tells AI what to do. Product Context tells it what the product currently knows.

Product Context stays current. Proposed changes wait until you authorize them.

Not all context should have equal authority.

A Slack message, a CEO opinion, last year’s roadmap, a customer interview, and production behavior tell you different things.

FloFactor keeps track of what is known, asserted, inferred, unknown, or contradicted, and what is still reliable enough to influence a decision.

Known · Asserted · Inferred · Unknown · Contradicted

More context is not the goal. Trusted context is.

02

Update Context

What did you just learn?

Product knowledge gets lost every day in customer calls, hallway conversations, meetings, and ideas that never make it into Jira or Notion. Don’t document it twice. Just tell FloFactor.

FloFactor turns the conversation into product context, identifies what changed, updates assumptions and contradictions, and reasons forward from there.
  1. New evidence
  2. Assumption challenged
  3. Contradiction created
  4. Investigation opened

Add or update context anytime, anywhere. Just talk to FloFactor.

Or challenge the product itself

FloFactor treats that as a strategic hypothesis, identifies which assumptions and prior decisions it challenges, and investigates the implications.
03

Discovery

What can FloFactor notice before you know to ask?

Claude and Codex can answer the question you ask. FloFactor is built to notice the question you haven’t asked yet.

04

Judgment

What deserves to move forward?

Not every idea deserves a founder’s attention. FloFactor first decides whether there is enough evidence to ask for a decision at all. We call that eligibility.

Ready for a decision is not the same as ready for engineering.

05

Authority

When do I get involved?

FloFactor can do the investigation. It cannot decide what your company commits to.

Six weeks later, you should still be able to answer what you approved, what evidence supported it, and why. FloFactor preserves that chain.
06

Implementation

What happens after I decide?

You make the decision. FloFactor carries it forward.

Once work is approved, FloFactor creates the product specification, analyzes the repository, produces the technical specification, and builds the implementation plan your AI engineers can execute against.

07

Learning

What happened after we built it?

Every outcome becomes new product context.

  1. 01

    Product Context

  2. 02

    Discovery / Judgment

  3. 03

    Human Authority

  4. 04

    Implementation

  5. 05

    Validation

  6. 06

    Outcome

  7. 07

    New Evidence

New Evidence ↺ Product Context

Let’s see if FloFactor can help.

We’ll run FloFactor with you and review whether its understanding and judgment are actually good.

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