Rexfin agents · The Analyst
An answer only earns your trust if you can see where it came from.
The Analyst agent reads your reconciled model and cited actuals, answers business questions in plain language, and shows the figures and logic behind every response, nothing asserted that it can't trace.
Sample entity group · FY2025
Works with what you file
- PDF filings
- Bank statements
- ERP exports
- ZATCA e-invoices
- Excel schedules
"We built the Analyst to refuse a guess rather than sound confident about one. If a figure can't be reconciled yet, it says so, instead of answering anyway." The Rexfin team
From question to record
The exploration becomes the record. Nothing gets lost between the chat and the report.
61,930
Variance narrative
+34.9% vs FY24, driven by trading volume, see p.24–27.
Analyst agent overview
How it works
Start from any figure in your model, in plain language. The Analyst reads your reconciled actuals and shared definitions before it answers.
Turn the exploration into a structured report: variance narrative, citations, and assumptions attached, not a chat transcript.
Publish the report into your boards or export it. Nothing leaves until the same reconciliation checks that gate every export agree.
Save the question as a recurring check. Get notified when the underlying actuals move enough to change the answer.
Insights
Explore without leaving the model
Grounded, contextual answers
Ask about a swing in the numbers and get an explanation drawn from your own reconciled actuals and definitions, not a generic answer.
Ad hoc computation on demand
Go beyond a saved report. The Analyst runs the calculation your question actually needs, in the deterministic engine underneath.
Follow-ups stay grounded
Keep asking in the same thread. Every follow-up still resolves against the same reconciled model and the same citations.
Gross margin rose on trading volume, per p.24.
Reporting
Reports that write themselves
From conversation to structured report
Turn an exploration into a board-ready report without re-typing a single figure.
Publish in the format people read
Push into your boards or export a document; nothing ships until the reconciliation checks agree.
Scheduling & notifications
Save a question as a recurring check and get notified when the underlying actuals move enough to change the answer.
Revenue performance summary
280,150
Trust
Explainable, every time
Shows the data and the logic
Every answer opens onto the figures it used and the steps that produced them, never a black box.
Safe to refine, never to overwrite
Adjust a figure or a narrative and the change stays visible; the underlying reconciled number is never silently altered.
Roles, access, and an audit trail
Operate inside your organization's permissions, with lineage that holds up in diligence or audit.
Use cases by function
The Analyst goes wherever the question is.
For finance
- Monthly variance analysis Explains budget-to-actual swings and flags the drivers behind them, citing the source figures.
- EBITDA & cash monitoring Runs a standing check across the P&L and cash flow, and surfaces liquidity risk early.
- Board-ready variance narratives Tailors the explanation to the audience, without a week of manual commentary.
"The follow-up questions are what convinced our controllers; they stay grounded turn after turn."
The Rexfin team
Ask it anything
A few ways teams start the conversation.
Analyst agent
Give your numbers an analyst that shows its work.
Book a demo and ask the Analyst a real question about your own reconciled model.