plannedShape
Knowledge Vault
A firm's memos become an assistant that answers like the senior partner, says when it is unsure, and shows what each answer cost.
Professional services
The firm's memos answer client questions the way a senior partner would, say when they are unsure, and show what each answer cost.
A firm's knowledge is memos, opinions and checklists, some of them scanned, where a newer memo silently supersedes an older one, not every associate may see every file, and the partner wants to know what it costs to keep running.
WorkflowFirm memos into an assistant that says when unsureMeasured
A partner-reviewed answer set; cost per query and the monthly projection at a given volume; supersession handled when a newer memo lands.
A partner-reviewed answer set; cost per query and the monthly projection at a given volume; supersession handled when a newer memo lands.
WorkflowTax notice replies with the partner approval stepMeasured
Classification accuracy and citation validity; no filing without approval, logged.
Classification accuracy and citation validity; no filing without approval, logged.
WorkflowClient month-end 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.
“Can we productise what is in our partners' heads?”
Demos in this domain
What it looks like running.
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.
liveShip
Ledger Lens
Drop in a month of purchase invoices and your GSTR-2B; see every mismatch explained and the vendor emails drafted.
plannedShape
Clause Radar
Open a 40-page commercial contract; get the 41 clauses lawyers look for, flagged and scored against an expert-labelled benchmark.
Work in this domain
Built before, named when approved.
- Document digitisation: extraction and transcription from scansa data-and-AI consultancy
A pipeline that takes scanned PDFs and images, transcribes them, extracts structured fields and chunks the text for retrieval. It is the extraction pipeline the GST reconciliation, contract and knowledge-vault demos are built on.
Offers that fit
Where to start.
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
Sustain Opsmonthly
Evals in CI, drift and hallucination monitoring, cost guardrails, model-upgrade testing, incident response
₹75k to 3 L / system · $2k to 8k / system