Enterprise software that runs the business, not just records it.

Two contacts, one human being. Each field is judged on its own — which address still replies, which company name carries the legal form, which job title predates a promotion — and the pair gets a verdict with a probability attached.

Verify and escalate: above 90% merges itself, below 55% is rejected, and the uncertain middle goes to a person instead of being guessed at.

Sixty independent yes/no judgments in a single pass — several can apply at the same time, each with its own probability. Anything at 80% or higher is written to the customer as a live segment; everything else is kept as evidence, not thrown away.

A segment is not a rule somebody maintained for three years. It is a question, asked of this record, now.

Each product is scored on three dimensions — does it meet the need, does it fit the budget, is it to their taste. The model selects from what you actually stock, so it cannot offer a product you do not sell.

The scores are data. Move a weight and the ranking changes instantly, with nothing sent back to the model — which is why merchandisers can tune it and nobody waits.

One choice question ranks every offer the business is willing to make. The model supplies judgment; the code keeps authority. With the account policy no monetary offers switched on, the highest-ranked discount can never be sent however confident the answer is — the best non-monetary option is substituted automatically.

That is the difference between a prompt that asks nicely and a policy that holds.

Every lead scored on budget, authority, need and timing — four degrees, not one gut feeling. A student writing a dissertation and a VP with a signed-off replacement budget stop looking alike the moment the judgments are typed.

Judgments as reusable data: re-weight what your business cares about and the list re-ranks with no further inference.

The rep writes what happened. One choice question picks the single next step from the steps the business allows, a score sets the timing, and three booleans record what the note actually established — decision maker present, budget confirmed, blocker in the way.

Bounded action selection: agency without an agent loop, a tool sandbox or a free-text plan nobody can audit.

One request answers the routing and everything the handling queue needs to know about it: which team owns it, how urgent it is, whether money is being demanded, whether the relationship is at risk, whether a human must reply.

Routing and its parameters decided together — not four round trips and a regex over the answer.

The message the customer will actually read is checked against four separate release conditions — each judged on its own, because “any serious violation blocks” needs distinct conditions, not one blurry safety score. Any single condition over its threshold stops the send and hands it to a person.