Enterprise intelligence · Private beta

Intelligence
you can
stand behind.

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.

RQVSTDecision workspaceDEMO
Why is our EBITDA margin below plan?
Analysis complete 3 drivers identified

Behind the margin.

September 2026
Revenue$12.8MCurrent period
EBITDA margin18.4%21.2% plan
Margin gap−2.8ppBelow plan
WHAT CHANGED Impact on EBITDA margin
Input costs
−1.6pp
Freight
−0.7pp
Product mix
−0.5pp

RQVST’S READInput costs explain most of the gap. Start with supplier pricing, then separate freight pressure from changes in product mix.

Ask a follow-up question…

Illustrative workflow. Sample data, real product principles.

FROM THE FIRST QUESTION TO THE NEXT DECISIONScroll to explore

Built for the people
behind the decision.

THE WORK

Operating reviews, financial planning, portfolio performance, inventory, and the decisions that follow.

THE PEOPLE

The leaders who own the outcome. The teams who know the business. The analysts who bring it all together.

How RQVST works

A clearer picture.
A stronger next move.

Bring your business questions to one workspace. RQVST connects the context, works through the analysis, and shows you what supports the answer.

The same question should start from the same definitions.
The next decision should benefit from the last.
01

Connect the context.

Bring together source systems, spreadsheets, and external signals. Build a shared model of what your business means.

Explore connections
02

Follow the evidence.

Investigate performance, test explanations, and work through scenarios using governed measures and traceable calculations.

See an investigation
03

Make each decision count.

Turn findings into a brief, a decision, or a workflow. Track the outcome and carry what you learn into the next question.

Start a conversation

RQVST in practice

Bring the questions
that matter.

From a margin gap to a supplier shortfall, go from “what happened?” to a useful next conversation. Explore four illustrative workflows.

FOUR BUSINESS QUESTIONS. ONE INTELLIGENCE WORKSPACE.Sample data
RQVSTAnalysis workspace
Why is our EBITDA margin below plan?

Here’s what the numbers show.

The margin gap, explained.

EBITDA margin is 18.4% against a 21.2% plan. Input costs account for 1.6 of the 2.8 percentage-point gap.

Revenue$12.8M
EBITDA margin18.4%
Gap to plan−2.8pp
Illustrative EBITDA margin drivers
Margin driverImpactReview next
Input costs−1.6ppSupplier pricing
Freight−0.7ppRouting & contracts
Product mix−0.5ppCategory contribution
View the basis for this answer

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

More than an answer.
A basis for action.

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
How a governed workspace supports business analysis
What the work needsA standalone AI conversationWith RQVST
A shared definitionContext supplied in the prompt✓ Governed business measures
A number you can inspectCalculations to check separately✓ Queries, calculations, and evidence
An informed next stepA conversation to turn into work✓ Analysis, briefs, and decision records
Context that carries forwardHistory to bring into the next prompt✓ Business memory and measured outcomes

Trust is part of the architecture

Your data.
Your definitions.
Your control.

Useful intelligence starts with a foundation your team can understand and govern.

Let’s talk about your setup
01

A read-only starting point.

Connect to your source systems for analysis. Keep operational records in the systems where they belong.

02

Your meaning, made explicit.

Define and review the measures your teams use, with an approval lifecycle and a shared semantic model.

03

Evidence you can follow.

Inspect the sources, queries, and calculations supporting a finding. See limitations where the evidence falls short.

04

Tenant-level isolation.

Data access is scoped to your tenant, with row-level security and single-tenant deployments for guided pilots.

Start with what you have

Your data is already
the starting point.

Explore integrations
QuickBooksNative sync
PostgreSQLDatabase connection
Excel & CSVFile upload
ParquetFile upload

A few good questions

Before the
first request.

Have something else in mind?
Talk to us

What is RQVST?

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.

How do you keep the numbers consistent?

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.

What can we connect?

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.

Where does our data live?

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.

What does the private beta involve?

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

Bring your
next question.

Let’s see what clearer intelligence
could mean for your business.

A guided conversation. A real business question.
No credit card required.