Saphenia

Decision logic for enterprise agents.

Saphenia teaches agents how your organization decides — and makes your most complex business decisions safe to hand to an agent.

An agent approves the routine loan · monitors the drug launch · signs off the engineering plan · knows when to escalate, and to whom

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Decision logic

An agent that guesses looks
exactly like an agent that's right.

A model can know everything on the internet and still not know how your company decides. Agents fail two ways, and both failures arrive looking like a correct answer.

They work from outdated facts. Retrieval was never the hard part — an agent won't always choose the current policy over the one it superseded.

They don't follow your rules. A rule written into a prompt is not inherently enforced. An agent handed a rule may not always apply it.

So someone checks every output by hand, and the agent never gets handed the work.

Hard data

Saphenia is built for the data that defeats standard tools.

Four things make a decision hard to hand over to an agent. The ones Saphenia takes on usually have all four. Other tools work on tickets and emails — Saphenia works where the most complex decisions live.

The data is stuck in files that are hard to read.

Contracts, filings, and feeds, each arriving in a different shape.

The systems don't talk.

Answering one question means reading systems that were never built to be read together.

The rules change while you work.

Policies get revised mid-task, and regulation differs by country.

The history goes back decades.

Trading records and engineering specs stacked up over years, all of it still in force.

Institutional knowledge

Saphenia captures how your team makes one decision, and writes the rules down in one place.

1

In your documents

Start with a decision your team makes over and over.

Most of the rules are already in your documents and systems. Saphenia reads them and writes down what that decision follows — what your terms mean, which source wins when two disagree, where the thresholds sit.

2

In your experts' heads

Then put the agent's work in front of your experts.

The rest is only in your experts' heads. Saphenia turns every correction an expert approves into a rule, and every answer after that follows it.

Built by leaders from

BlackRockNikeH&MDeepMindDatabricks

Decision pack

Saphenia checks every answer against your rules as it is written.

Other tools control what an agent can read. Saphenia controls what it can say. Every answer resolves into one of four outcomes — and each one carries its reason.

1

Fulfilled with proof.

The answer ships with the source behind it stated — every claim traceable to where it came from.

2

Refused by a rule.

Some of your rules are absolute. An answer that would break one never gets finished — and the record says which rule stopped it.

3

A named gap.

When something needed to decide is missing, Saphenia says what was missing rather than guessing past it.

4

Reserved for a human.

When a call belongs to a person, the agent routes it to one — and says why this one needs a human's judgment.

See it on your decision.

The fastest way to understand a Decision Pack is to watch one run on a decision your team already makes over and over.

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Proof & permanence

Every answer carries its proof. Every refusal carries a reason.

Saphenia captures the rules behind a decision and enforces them as the answer is written — then keeps what your company settles, so it stays settled and compounds over time.

Messy data,
held side by side.

The same fact can sit in two systems and disagree — a trial readout in one, a market filing in another, both true, both dated. Saphenia holds them side by side with the dates attached, so the contradiction is something the system reports, not something someone notices in a meeting six weeks later.

A Knowledge Estate
that compounds.

Models come and go. What your company knows stays — and moves with you to whichever model comes next. Your data never trains anyone else's model, and if you leave Saphenia, your Knowledge Estate leaves with you: the decision logic, the rules, the proofs, every record of how your company decides.

Built for decisions
expensive to get wrong.

Loan approvals. Drug launches. Engineering specs. Saphenia is built for answers that depend on data sitting in systems never meant to be read together — where the answer has to be right, and provable.

Build with us.

Our mission is to make the most complex business decisions safe to hand to an agent. The work spans neurosymbolic AI, graph theory, and real business decisions — where the answer has to be right, and provable.

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