One reasoning instrument, composed for your work.
A Reasoner is not a one-off prompt. It is a reusable composition of industry, business domains, and work knowledge that you can inspect in Studio. Answers trace back through that structure with veracity, confidence, and reasoning detail attached.
Three layers, composed once
This is what actually gets built when you create a Reasoner in the Studio — not a chatbot persona, a structured composition you can inspect and audit.
Every Reasoner is anchored to one industry: Agriculture, Financial Services, Healthcare, Energy, and more. The anchor sets the vocabulary, operating context, and priors the system reasons with.
Add the business domains where it should specialize. Each domain becomes its own cluster in the Reasoning Structure, so the scope is visible and inspectable.
Pick the bounded work functions it should perform - hedging, credit risk, FP&A, scenario analysis, and more. Each one defines the methods it applies.
Build and inspect the structure directly
A live graph of the Reasoner you composed - industry at the center, with business and work clusters arranged around it so the structure is inspectable
Attach documents, datasets, and playbooks to industry, business, or work clusters. Those files become scoped evidence the Reasoner can reference at query time.
Dot will help capture rules of thumb, edge cases, and judgment calls that do not live in manuals yet, and turn them into bounded operating guardrails.
Hard rules the Reasoner treats as ground truth: regulatory mandates, risk policy, house style. Every claim is checked against them before it surfaces.
Every answer shows its work
Answers surface governance decisioning, veracity, confidence, and a “How I reasoned” view - including the reasoning trail, source evidence, and supporting detail when available.
Computes ratios, exposure, and rule checks directly from the available inputs.
Matches the situation against historical analogs and generalizes the pattern.
Infers the most probable explanation and ranks the outcomes it implies.
People who can’t afford to guess
“I want graph depth and the ability to set my own priors. I basically live in the Studio.”
“Audit gates carry equal weight to the forecast. Every answer has to survive a committee memo.”
“I often share answers verbatim with clients, so copy hygiene and sourcing matter as much as the call itself.”
Compose your first Reasoner
Pick an industry, add the domains you operate in, and choose the work it should know how to do. Guided setup is available now, with Dot-led prior capture coming next.
Start free →