Behind the margin.
September 2026RQVST’S READInput costs explain most of the gap. Start with supplier pricing, then separate freight pressure from changes in product mix.
Enterprise intelligence · Private beta
Ask the hard questions.
See the evidence. Make your next move.
Your AI partner for finance and operations. RQVST connects your data, investigates what changed, and brings the reasoning behind every answer into view.
Your business. Your definitions. A clear evidence trail.
RQVST’S READInput costs explain most of the gap. Start with supplier pricing, then separate freight pressure from changes in product mix.
Illustrative workflow. Sample data, real product principles.
Operating reviews, financial planning, portfolio performance, inventory, and the decisions that follow.
The leaders who own the outcome. The teams who know the business. The analysts who bring it all together.
How RQVST works
Bring your business questions to one workspace. RQVST connects the context, works through the analysis, and shows you what supports the answer.
Bring together source systems, spreadsheets, and external signals. Build a shared model of what your business means.
Explore connectionsInvestigate performance, test explanations, and work through scenarios using governed measures and traceable calculations.
See an investigationTurn findings into a brief, a decision, or a workflow. Track the outcome and carry what you learn into the next question.
Start a conversationRQVST in practice
From a margin gap to a supplier shortfall, go from “what happened?” to a useful next conversation. Explore four illustrative workflows.
Here’s what the numbers show.
EBITDA margin is 18.4% against a 21.2% plan. Input costs account for 1.6 of the 2.8 percentage-point gap.
| Margin driver | Impact | Review next |
|---|---|---|
| Input costs | −1.6pp | Supplier pricing |
| Freight | −0.7pp | Routing & contracts |
| Product mix | −0.5pp | Category contribution |
Illustrative September 2026 operating review. EBITDA margin = EBITDA ÷ revenue; plan and actual use the same reporting period and currency. The three driver impacts reconcile to the 2.8pp gap.
Why governed intelligence
Business analysis needs shared definitions, consistent calculations, and a way to inspect the evidence. RQVST brings those foundations into the conversation.
See the full comparison| What the work needs | A standalone AI conversation | With RQVST |
|---|---|---|
| A shared definition | Context supplied in the prompt | ✓ Governed business measures |
| A number you can inspect | Calculations to check separately | ✓ Queries, calculations, and evidence |
| An informed next step | A conversation to turn into work | ✓ Analysis, briefs, and decision records |
| Context that carries forward | History to bring into the next prompt | ✓ Business memory and measured outcomes |
Trust is part of the architecture
Useful intelligence starts with a foundation your team can understand and govern.
Let’s talk about your setupConnect to your source systems for analysis. Keep operational records in the systems where they belong.
Define and review the measures your teams use, with an approval lifecycle and a shared semantic model.
Inspect the sources, queries, and calculations supporting a finding. See limitations where the evidence falls short.
Data access is scoped to your tenant, with row-level security and single-tenant deployments for guided pilots.
RQVST (pronounced “request”) is an intelligence workspace for finance and operations teams. It brings together business data, governed analysis, decision records, and learning from outcomes.
RQVST uses reviewed measure definitions and deterministic calculations for supported governed measures. Findings carry their supporting evidence and pass through verification. When a calculation or claim cannot be supported, the limitation is surfaced rather than filled in with a guess.
Start with QuickBooks, PostgreSQL, or Excel, CSV, and Parquet files. External market and economic context can also support your analysis. We’ll work through your sources and requirements during the pilot. Explore integrations.
Your data is isolated within your tenant, with row-level security at the database layer. Source connections are read-only. Guided pilots use single-tenant deployments; we’ll review the deployment and access model with your team.
A guided pilot built around a real business question. We connect your data together, review the definitions, and work through your first decision cycles side by side. Pilot engagements are invoice-based; there is no credit card required to request access.
Now welcoming pilot teams
Let’s see what clearer intelligence
could mean for your business.