Agents do the analysis, specialists approve the result, and every figure can be traced to its source.
The platform combines a commercial data model, research and analysis agents, an evidence graph and expert review. It runs in a single tenant, Aristotle-hosted or inside the client's own cloud.
Client and market data flow through the platform and arrive as decisions in the tools teams already use.
Each answer carries its sources and calculations, so finance and sales leaders can verify a number before they act on it.
Won and lost deals, realized prices and actual demand flow back into the models every quarter.
Aristotle-hosted single tenant or the client's own cloud, under audited controls, with the client owning the data and the models.
An agent run breaks a question into steps, checks every figure and hands the result to a specialist.
Agents plan, read data and sources, analyze, and check their own work. Each step is logged, so a reviewer can see exactly how an answer was reached.
The question is split into parts that can each be answered and checked.
Agents read the data and outside sources and run the analysis.
Every figure is traced to its source before it can be used.
Each step is recorded for review and audit.
Specialists approve the work at four checkpoints, so speed never comes at the cost of judgment.
Question
The commercial question and its measure of success are agreed with the client.
Plan
Agents break the question into parts, and a specialist approves the plan.
Evidence
Every figure is checked against its source before it can be used.
Recommendation
A specialist signs off before anything reaches the price book or CRM.
Every claim is stored with its source, its calculation and the checks it passed.
Finance can audit a number, sales can see why an account was ranked, and the platform learns from every result that comes back.
Read only connections reach the systems where commercial data already lives.
Size the opportunity on your own data in 30 days.
The diagnostic connects to existing systems and sizes the pricing and growth opportunity.