liveShip
Ledger Lens
Drop in a month of purchase invoices and your GSTR-2B; see every mismatch explained and the vendor emails drafted.
Finance
Month-end reconciliation and board questions stop waiting on a junior with a spreadsheet: invoices are matched, every mismatch is explained, and numbers are answered with the query shown.
Purchase invoices arrive as scans and photos while the GSTR-2B is a CSV, a match has to be exact, fuzzy or missing with a reason code on each, and a wrong match is a tax credit lost or claimed twice.
WorkflowGST input-credit reconciliation, every mismatch explainedMeasured
Field-level F1 against ground truth on the bundle; cost per invoice in paise.
Field-level F1 against ground truth on the bundle; cost per invoice in paise.
WorkflowPlain questions over last quarter's numbers, query shownMeasured
Tool-trajectory score on an evalset with expected SQL results; cost per question; SQL allowlisted and read-only.
Tool-trajectory score on an evalset with expected SQL results; cost per question; SQL allowlisted and read-only.
WorkflowTax notice replies drafted, partner approval before filingMeasured
Classification accuracy and citation validity; cost per notice; an audit log per step.
Classification accuracy and citation validity; cost per notice; an audit log per step.
“Can AI do our GST input-credit reconciliation without a junior doing it by hand?”
Demos in this domain
What it looks like running.
plannedShip
Board Deck Analyst
Ask a plain question of last quarter's numbers; get the chart, the query it ran, and a one-page memo, in one minute.
plannedShape
Notice Responder
Paste a GST or income-tax notice; get a structured reply draft citing the circulars, with the partner approval step built in.
liveSignal
Process Miner
Upload an event log from your ERP; see the real process, where it leaks time, and the three AI opportunities with a business case.
Work in this domain
Built before, named when approved.
- Talk to your data: plan, query, chart, reporta US software company, since 2024
An analyst that takes a plain question, plans the steps, writes and runs the query, renders the chart and writes the report, live. Built multi-tenant on Databricks with a report flow that waits for a person; hosted in production today.
Offers that fit
Where to start.
Signal Sprint1 to 2 weeks
Workflow, data and stack audit. Three ranked use cases with business case, eval design, cost model, 90-day plan, go or no-go
₹1.5 to 4 L · $3.5k to 8k
Shape Pilot4 to 8 weeks
One use case on real data in your tenant, with golden-set evals, guardrails, tracing, a cost dashboard and handover
₹6 to 20 L · $15k to 45k
Ship Build8 to 16 weeks
Production build, integrations, security review, monitoring, runbook, training, 30-day hypercare
₹20 to 60 L · $45k to 150k