Spreadsheet-backed support assistant and intake console

Reduce manual lookup and re-keying while keeping the spreadsheet as the system of record. For support and operations teams that keep their working data in spreadsheets, convert permitted spreadsheet ranges, column definitions, brand tone notes and escalation rules into reviewed assistant answers and collected intake rows linked to their source cells. The benefit is a testable hypothesis, measured through questions answered without manual lookup and intake rows captured without re-keying; do not assume that AI output alone produces business value.

Confirm the buyer's problem and scope, collect permitted spreadsheet ranges, column definitions, brand tone notes and escalation rules, then follow this sequence: 1. Connect Google Sheets as source and destination. 2. Train one assistant on multiple spreadsheets at once. 3. Answer natural-language questions from spreadsheet data. 4. Ask users questions and collect responses into a spreadsheet. Resolve uncertain cases with qualified reviewers, approve reviewed assistant answers and collected intake rows linked to their source cells, and measure questions answered without manual lookup and intake rows captured without re-keying against a documented baseline.

How the AI works

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate answers and intake questions for the stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. One approved spreadsheet schema and one brand tone guide; final policy answers and escalation decisions remain human. A model suggestion is never a verified fact, professional decision or authorization to act.

Safeguards

Preserve source attribution, data accuracy, privacy and usage permissions. Named owners approve substantive answers and escalation scope. One approved spreadsheet schema and one brand tone guide; final policy answers and escalation decisions remain human. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

What to build first

Pilot scope: One approved spreadsheet schema and one brand tone guide; final policy answers and escalation decisions remain human. Implement one approved input format, a bounded representative case set and the first two task modules: connect Google Sheets as source and destination; train one assistant on multiple spreadsheets at once. Support the remaining modules with operator review: answer natural-language questions from spreadsheet data; ask users questions and collect responses into a spreadsheet. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

What it can connect to

Google Sheets, Google Slides, Google Docs, websites, mobile apps, messaging platforms, Zendesk and Freshdesk. Start with file exchange and validate destination specifications before promising direct publishing. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

The screens in detail

Primary screens: Data source and column mapping, Assistant builder and test chat, Administrator console and intake queue. Use a source list for connected spreadsheets, a central chat canvas with a right-hand panel for citations, confidence and escalation, and a table view for collected rows and write-back status. Let users compare draft and published assistant versions side by side. Display draft, changes requested and approved states. Provide a client preview link with comments anchored to the relevant answer or row. Make the task-specific outcome reviewed assistant answers and collected intake rows linked to their source cells visible beside its evidence, review state and value baseline.