Chat with CSV

    Ask your spreadsheets and documents anything, in plain language, and get exact answers with charts, KPIs and citations.

    Drop a CSV, Excel workbook, PDF or Word doc into your branded portal and start a conversation. No formulas, no SQL, no dashboards to build, your team gets accurate, source-cited answers in seconds.

    CSV, Excel, PDF and Word in the same conversation
    Exact answers via real SQL, not approximate RAG
    Charts, KPIs, sortable tables and source citations
    White-label portals with your brand and auth rules
    Per-tenant isolation, read-only by design

    Built for teams whose answers live in spreadsheets, not dashboards.

    CSV

    Ask Your Data

    3 files connected · Ready

    What was Q3 revenue per region?

    EMEA $4.2M, Americas $3.8M, APAC $1.6M. Total $9.6M, +18% vs Q2.

    Source: revenue_2025.xlsx · sheet "Q3"

    Compare 2024 vs 2025 churnTop 10 customers by ARRWhich contracts auto-renew?
    Ask a question about your data…

    Classical AI-powered assistants struggle to truly understand your CSV.

    They are limited when it comes to summarizing or really understanding the information inside a spreadsheet. That is exactly why this application was built. You can now ask any kind of question and the assistant will understand.

    Approximate answers

    Classical assistants miss the real meaning of rows and columns and reply with rough estimates instead of facts.

    Wrong totals and summaries

    When a number is not explicitly written in the file, the answer is invented rather than computed.

    No real reasoning

    Questions that require reasoning across many lines fall back to text search instead of real computation.

    The solution

    An assistant that truly understands your spreadsheets.

    Drop your CSV, Excel or document into a branded portal and ask any question in plain language. The assistant reasons across lines, computes the real numbers and returns exact answers with charts, KPIs and source citations.

    One platform, two experiences.

    Switch between the administrator branding workspace and the end-user chat experience.

    Switch perspective
    For administrators

    Brand, configure and deploy

    Administrator view — branding settings for the white-label portal

    Configure each portal: name, subtitle, logo, brand color, authentication and terms.

    Pixel-for-pixel white label, multi-portal admin, ship a branded "Ask Your Data" experience in hours.

    Everything your team needs to chat with data.

    Plain-Language questions

    Aggregations, filters, ranks, joins across files, all from a chat box.

    Spreadsheets and documents

    Numbers go through SQL, text through retrieval, mixed answers merged automatically.

    Exact answers

    Computed against your actual data. Totals, counts and averages always match.

    Industrial-grade ingestion

    Merged cells, multi-section sheets, EU formats, transposed tables, hidden rows.

    Branded portals

    Your logo, colors, copy, auth and domain slug. Pixel-for-pixel white label.

    Six things you can ask Chat with CSV

    01Summarize

    Summarize what your CSV is really about

    Ask 'what is this file telling me?' and get a clear, sourced summary of the rows, columns and key signals, even on files with thousands of lines.

    02Compute totals

    Get the right total, even when it is not in the file

    Sum, average or count across hundreds of rows on the fly. The assistant computes the real number instead of guessing from a missing total line.

    03Filter and slice

    Answer questions about specific rows

    Ask 'how many orders above 10k in EMEA last quarter?' or 'which customers churned in March?' and get the exact filtered answer with the underlying rows.

    04Compare

    Compare segments, periods or files

    Compare 2024 vs 2025, region vs region, or one CSV against another. The assistant reasons across the data and highlights the real differences.

    05Explain anomalies

    Understand why a number looks off

    Ask 'why did revenue drop in week 12?' and the assistant points to the rows, products or customers driving the change, with citations.

    06Mix files and docs

    Cross-reference CSVs with PDFs and Word docs

    Ask one question across a spreadsheet and a contract or report. The assistant joins both sources and answers from the real data, not approximations.

    Built for teams that can't afford a leak.

    Per-tenant isolation

    One database schema per assistant. Two users can never see each other's data.

    Read-only by design

    Only SELECT and WITH queries are allowed. DROP, DELETE and ALTER are rejected upstream.

    Cross-tenant SQL guard

    Every generated query is validated against the tenant schema before it reaches the database.

    Production-ready data layer

    Postgres on AWS RDS, Multi-AZ, Secrets Manager, S3 storage, structured logs and health checks.

    No LLM credentials in the data layer

    The component touching your data holds zero LLM keys. LLM work is brokered separately.

    Branded auth, your rules

    Public, password, magic link or SSO per portal, with email allowlists and TOS acceptance.

    10 reasons teams choose Chat with CSV.

    1Real SQL on real data, not vector approximations of numbers
    2Industrial-grade ingestion built for messy real-world spreadsheets
    3Spreadsheets and documents in the same conversation, auto-routed
    4Fully white-labelable portal with multi-portal admin
    5Per-assistant database isolation, enforced at two layers
    6Read-only SQL gate, schema guard, no destructive operations
    7Charts, KPI cards, sortable tables, drill-downs and follow-ups
    8Source citations on every answer back to the original file
    9Multi-assistant workspaces with private data namespaces
    10Conversation export to Markdown or PDF in one click

    Ready to ask your data anything?

    Spin up a branded portal, drop your files and start a conversation. Your team gets answers in seconds.

    Chat with AI Assistant