Ask a question.
Get an answer you can audit.
A Reasoner is built from one industry, the business domains it operates in, and the work it knows how to do. Every claim it makes traces back to a source, a prior, or a rule — nothing is a black box.
Every Reasoner is built from three things
One industry anchors its vocabulary. Business domains scope where it operates. Work knowledge gives it a method - a concrete way of doing the job.
Industry
Locks the vocabulary and operator priors. One industry per Reasoner keeps its claims, patterns, and context bounded to the world it is meant to reason in.
Business Domains
Define where inside the industry it operates. Each domain becomes its own cluster in the Reasoning Structure, with its own scoped evidence and context.
Work Knowledge
Defines the bounded expertise it practices - hedging, credit risk, FP&A, pattern mining, and more. This is where the methods come from.
The answer is not generated from scratch each time
The material attached to the relevant business context should be eligible to support the answer.
Expected patterns, heuristics, and working assumptions stay active so the run reasons like the job requires.
Policies, thresholds, and non-negotiable constraints can flag or block an answer before it is surfaced.
Ask it the way you'd ask a colleague
No query language and no dashboard ceremony. Plain language in, a structured answer out - scoped to the domains and methods you composed.
- Brazil harvest is running 12 days behind, which keeps near-term supply tight.
- A stronger dollar could erase the upside even if prices move higher.
- The operators do not converge tightly enough to support a full lock recommendation.
Three operators, three ways of thinking
The Reasoner does not guess in one pass. It routes the question through operators that reason differently, then reconciles what they find.
Computes directly from your data - ratios, exposures, rule checks, and sourced facts. If it can be calculated, this operator calculates it.
Generalizes from comparable history. It matches the current situation against past analogs and reports how often the pattern held.
Infers the most probable explanation from available evidence, especially when no single fact settles the question on its own.
Every step - what was read, what was computed, and what was inferred - stays visible in a reasoning trail you can open whenever you need to inspect the answer.
Every answer carries its own audit trail
A governance view, rule checks against your policies, and a beam back to the exact evidence - so you never have to take the answer on faith.
Build a Reasoner in minutes.
Pick an industry, add your business domains, choose the work it should know, and start asking questions you can actually inspect.