Agentlytics
No answer without evidence traced to a real file

Talk to your data.
AI data analysis for CSV, Excel, PDF & databases.

Agentlytics is an AI data analyzer. Upload a spreadsheet, a contract or a stack of PDFs - or connect PostgreSQL or MongoDB - ask in plain English, and get charts, reports and answers traced back to the exact file, row or page they came from.

Works withCSVExcelPDFTXTPostgreSQLMongoDB
Investigating live
Reading sales.parquet
Agent cross-checking totals
Drafting the answer
Answer verified
sales.parquet - row 118
100%
Claims traced to a source file
6
Data sources: 4 file types + 2 databases
Live
Streamed investigation trace

Charts that tell the story

Not just a number - a real chart, generated the moment you ask for a breakdown and saved to your workspace alongside the investigation that produced it.

Revenue by region

Bar charts from a single question.

Trend over time

Spot a trajectory at a glance.

  • 42%
  • 28%
  • 18%
  • 12%

Category breakdown

See how a total splits up.

CSV & Excel

Turn spreadsheets into decisions.

Drop in a messy export, a multi-tab workbook, or a pile of CSVs and ask for the number you actually need. Every total, filter, and pivot runs as a real computation against your data - never eyeballed, never approximated.

  • Every row stays queryable, across every sheet
  • Real computations, not guessed-at numbers
  • Filter, group, and pivot with a sentence
regional-sales-q3.xlsx
Region
Target
Actual
East
$480K
$512K
Central
$390K
$401K
West
$560K
$412K
Computed live from the workbookWest missed by 26%
PDFs & documents

Buried in a 90-page contract? Not anymore.

Reports, contracts, scanned filings - long documents get parsed, chunked, and indexed so a question finds the exact paragraph that answers it, not just the file it's hiding in.

  • Reads contracts, reports, and scanned PDFs
  • Finds the paragraph, not just the file
  • Cites the exact page for every claim
vendor-agreement.pdfPage 12
“Either party may terminate this agreement with 60 days written notice.”
Section 8.2 - TerminationCited in answer

A conversation, not a query builder

Ask a question the way you'd ask a coworker. Watch the agents investigate live, then get an answer with the evidence attached.

Q3-sales-report.chat
Which region underperformed last quarter, and by how much?
Running a deterministic query against sales.parquet
Comparing quarter-over-quarter totals by region
The West region underperformed, closing Q3 at $412K against a $560K target - a 26% miss. East and Central both beat target.
sales.parquet - rows 118-204

How it works

From raw file to a cited answer, in one conversation.

01

Add your data

Upload CSV, Excel, PDF or TXT files, or connect PostgreSQL or MongoDB with a read-only user. Each workspace stays private and isolated.

02

Ask in plain English

“Which region underperformed last quarter?” “Summarize the contract's payment terms.” No query language required.

03

Agents investigate

Specialized agents run real, deterministic tools against your files, each confined to its own isolated context.

04

Get a traceable answer

Every claim links back to the exact file, row, or page it came from - plus charts and reports when useful.

Built for careful analysis

Every design decision favors verifiable answers over confident-sounding ones.

Isolated agents

Specialized agents investigate independently, each confined to its own context, so noise from one line of inquiry never pollutes another.

Deterministic tools

Agents don't free-associate numbers - every lookup runs through a deterministic tool, and the model only reasons over real results.

Full traceability

Every finding carries a reference back to a source file, row, or page - an audit trail attached to every answer.

Charts & reports

Ask for a dashboard or a written report and get one generated on the spot, saved to your workspace for later.

Private workspaces

Files, chats, and memory are scoped to a workspace you control - nothing leaks across projects or teams.

Streamed investigations

Watch the agents work in real time, with the option to cancel an investigation mid-flight if it's off track.

Why not just ask a chatbot?

Generic chatbots guess. Agentlytics investigates.

Without Agentlytics

  • ×Trusting a chatbot's confident-sounding guess
  • ×Manually re-checking every number against the spreadsheet
  • ×No record of which file an answer actually came from
  • ×One generic prompt for every kind of file
Agentlytics

With Agentlytics

  • ✓Every claim linked to a row, page, or file
  • ✓Deterministic tool calls, not guesses
  • ✓A full investigation trace you can replay
  • ✓Specialized agents, each in an isolated context

Who it's for

Anyone who's tired of re-deriving the same numbers by hand.

Data & ops teams

Get straight answers out of messy exports without writing a query.

Finance & analysts

Cross-check figures and reconcile numbers across files in minutes.

Researchers

Pull findings out of long PDFs with citations back to the exact page.

Founders & PMs

Skip the SQL, ask the question, get a chart you can drop in a deck.

Frequently asked questions

Everything you need to know about analyzing files and databases with AI.

What is an AI data analyzer?

An AI data analyzer lets you ask questions about your data in plain English instead of writing formulas or SQL. Agentlytics reads your files or database, runs the actual calculations with deterministic tools, and answers with charts, reports and citations back to the source.

Which file types and databases does Agentlytics support?

You can upload CSV files, Excel workbooks (.xlsx), PDFs and plain text (.txt) files, and connect PostgreSQL and MongoDB (including MongoDB Atlas) databases with read-only credentials.

How is this different from asking a general chatbot about my data?

Numbers are computed by running code over your full dataset, document answers are grounded in retrieved passages, and every answer cites the file, row or page it came from. You can watch the investigation live instead of trusting an unexplained reply.

Can Agentlytics create charts, reports and dashboards?

Yes. Ask for a chart and it is generated from the computed data. You can also export results as CSV, get a written report, or build live dashboards on PostgreSQL and MongoDB that refresh every time they are opened.

Is my data secure?

Each workspace is private to you. Database connection strings are encrypted at rest and never shown in the browser or written to logs, queries run read-only with timeouts and row limits, and database results are fetched live rather than stored.

Is Agentlytics free?

Yes, it is free to start. Create a workspace, upload a file or connect a database, and ask your first question.

Stop taking the model's word for it.

Create a workspace, upload your first file, and ask your first question - free to start.