How it works
Turn a business question into a clearer next step.
AI agents gather the evidence and cite every source; our analysts check it and assess what it means for your decision. You get a reviewed brief, supporting analysis and the questions to pursue next, shaped around your criteria.
How it works
From your question to reviewed analysis.
Unrelated clients have independently asked us to encode their own framework and run it again.
- 01
Frame the question
Together, we agree the decision, research scope, inputs and what a useful answer looks like.
Scope noteIllustrative- Decision
- Where cash is trapped, which supplier quotes exceed should-cost, or which targets to approach first
- Universe & peers
- Direct, adjacent and top-quartile peer cohorts, or the target universe you define
- Criteria and weights
- Working-capital release (high) · Parametric should-cost gap (high) · Strategic fit (medium)
- Formats
- Live, formula-driven spreadsheet with editable weights, plus a sourced brief
- Delivery
- First read in days; final date agreed before work starts
- 02
Build the evidence
AI agents gather company and industry evidence around your criteria, peer set and permitted sources, and cite every source.
Sources used · Company AIllustrative- Audited filing footnotes & segment disclosures — Company A
- Customs bills of lading & commodity mill indices
- Quality certification & environmental permit registries
- Direct, adjacent & top-quartile peer filings
- Internal vendor tooling ledger — not provided; flagged
Every claim is tagged empirically sourced or model-inferred; nothing is cited that is not on this list.
- 03
Explain what matters
Our analysts check the agents’ work: they challenge the findings, check peers and calculations, and flag anything unverified before the brief reaches your review.
Analyst reviewIllustrative- Flagged
Analyst
Reconciles accounting footnotes (inventory basis, capitalization); checks parametric should-cost math; flags what could not be verified
“Company D: segment inventory footnote incomplete; keep working-capital estimate flagged.”
- Pending
Your team
Tests the hypotheses with management or suppliers; re-weights the model if the conversation changes
What your team receives
The brief. The evidence. The work behind it.
The brief
The findings, our interpretation and the priorities or questions to take into your next discussion.
Supporting analysis
Company or industry research, peer comparisons, assumptions and source references behind the brief.
Working formats
Documents, spreadsheets and slides to suit the assignment. Scope, depth and formats are agreed before work starts.
- Executive brief
- Decision-oriented document with empirically sourced vs. model-inferred tags, read in one sitting
- Reconciled databook
- Live, formula-driven spreadsheet model with peer cohorts and editable weights
- Committee or negotiation pack
- Investment-committee slides and supplier negotiation scripts, on request
- Delivery
- First read in days; final delivery date agreed before work starts
What the platform does
AI research, reviewed by analysts.
Research around your criteria, with analysis you can use in your next decision.
- Your method
- We agree the question, criteria and scope with you before work starts.
- Company and industry research
- AI agents gather evidence to compare companies, markets and peers, and cite every source.
- Expert analysis and review
- Our analysts test the findings, explain the implications and flag what remains unverified.
- Working deliverables
- A concise brief with sources and supporting analysis, in the documents, spreadsheets or slides you need.
- Compare research over time
- Explore changes against an agreed baseline to focus your next portfolio review.
- Retained company record
- Discuss how a retained company record could support your recurring research.
Working together
Start with a defined piece of work.
A first engagement
One business question or one capability. We agree the scope, inputs, deliverables and review date, then assess the work together.
An ongoing program
A sequence of research assignments using your criteria, with priorities and delivery dates agreed around your team’s needs.
Inside your review process
Bring reviewed analysis into your existing meetings and approval process. We agree the research scope and delivery schedule with you; decisions and sign-off stay with your team.
Pricing, scope and delivery dates are agreed per engagement.
Your material and requirements
Agree the inputs before the research starts.
Start with your question, criteria and examples of the work your team uses. We can scope the engagement using public or redacted material.
Before sharing internal or licensed information, agree what may be used and the data-handling requirements for the assignment.
Bring your data and procurement questions.
Discuss hosting, access, retention, model providers and permitted reuse with our team as part of scoping.
Discuss your requirementsBefore a first engagement
Before we start.
Analyst-reviewed research based on your criteria.
- Who does the work?
AI agents gather and structure the evidence and cite every source; our analysts check it, test comparisons and calculations, and write the brief. Your team reviews the findings and decides what to do next.
- Why not an associate, a research subscription or a consultancy?
We provide additional research capacity using your criteria. Our analysts review the evidence and prepare the brief, working directly with your team or alongside your adviser.
- What does a first engagement look like, and how fast?
Start with one business question. The fee is fixed and agreed before work starts. You get a first read in days, then the reviewed brief on a date we agree.
- What happens to confidential material?
We can scope the engagement using public or redacted material. Before you share internal or licensed information, we agree what may be used and the data-handling requirements for the assignment: hosting, access, retention, model providers and permitted reuse.
Start with one question
What would help you make your next decision?
Tell us what you’re investigating and when you need an answer. We’ll discuss the scope, inputs and research that would help.