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AI AgentFinance ~25–60 tokens per run

Report Writer Agent

Reads your numbers, finds the trends and anomalies, and writes the narrative.

By Mark Barclay · Last updated

Reporting is the part of the month nobody wants. The numbers already exist; what takes the time is explaining them. Paste the rows and the agent writes the explanation.

Key takeaways

  • Calculates movement from your data rather than describing it vaguely.
  • Separates observed fact from inferred cause, explicitly.
  • Flags anomalies that break the trend line.
  • Writes for the audience you name — board, investors or team.

Run the Report Writer Agent

Reads your numbers, finds the trends and anomalies, and writes the narrative.

~25–60 tokensRead-only — nothing is changed

How does the Report Writer Agent actually run?

It runs as a pipeline, not a conversation. When you press run, the agent works through 4 steps on SynaBot's servers and returns a structured deliverable rather than a chat reply.

  1. 1Parsing the data
  2. 2Detecting trends and anomalies
  3. 3Attributing likely drivers
  4. 4Writing the narrative

How do I use the Report Writer Agent?

  1. 1.Paste your metrics as rows or a CSV block with a header line.
  2. 2.Say who is reading the report.
  3. 3.Note anything unusual that happened, so the narrative isn't wrong.
  4. 4.Review the executive summary and full narrative.

What's the difference between an AI Agent and an AI Assistant?

An AI Assistant is a conversation: you ask, it answers. An AI Agent is a program: you give it an input, it executes a multi-step plan on its own — fetching, extracting, scoring, drafting — and returns a finished deliverable. The Report Writer Agent is read-only, so it never writes to or contacts anything.

Is it safe to use with business data?

Yes, within sensible limits. The agent only sees what you paste or the public URLs you supply, it runs on business-tier models that don't train on your inputs, and it never gains write access to your systems. This agent is read-only by design. Don't paste anything you wouldn't share with an external consultant.

Last reviewed July 2026 by Mark Barclay, founder of SynaBot.

Report Writer Agent — FAQs

What data format does the Report Writer Agent accept?

Plain rows or a CSV block with a header line. Monthly, weekly or quarterly all work, as long as the period column is clear.

Will it make up percentages?

No. It calculates changes from the numbers you supply and clearly labels anything that is inference rather than a figure from the data.

Can it write for different audiences?

Yes. Naming the audience — board, investors, leadership team — changes the level of detail, the framing and how much context is assumed.

What does a report cost?

Around 25–60 tokens depending on how much data you paste.