Built for finance, investment, accounting, legal, and operations. W-2s, 1099s, bank statements, brokerage statements, P&Ls, contracts, invoices — anything text-bearing. Private, self-hostable, with a deterministic floor that works even with the API keys off.
Ask a question and get a cited answer. Read the same record as JSON over REST. Open it in the workspace and export to a sheet. The data is identical across all three — humans and agents stay in lockstep. Try the W-2 or brokerage fixture below.
Numbers from Binah's internal evaluation set across W-2s, 1099s, 1040s, bank statements, brokerage statements, P&Ls, financial statements, contracts, and invoices. The same answers the product returns in production. Methodology disclosed below.
Methodology. The 95% figure is value accuracy across Binah's internal evaluation set on the hosted product. The 92.2% local-only number is field-level recall when running fully offline in a customer's environment. Per-customer controls let you choose what runs for whom.
Every type is a hand-built schema with a regression fixture and an evaluated baseline. The list grows on customer pull, not on a roadmap.
Annual report — financials, MD&A, risk factors, footnotes.
Quarterly financials with comparative period analysis.
Wage statement — boxes 1–17 with state + federal split.
INT, NEC, B variants — payer + recipient + amounts.
Individual return — wages, AGI, taxable income, tax owed.
Transactions, deposits, balances, recurring patterns.
Holdings, cost basis, realized gains, dividends.
Revenue, COGS, opex, net income with line-level detail.
Income, balance sheet, cash flow with cross-tieouts.
Borrower, requested amount, supporting financials.
Line items, totals, tax, payee, payment terms.
Vendor, line items, totals, payment method.
Period totals, gross / net, tax withholdings, employee count.
Gross, deductions, net, employer + employee.
Compensation, equity, start date, reporting line.
Open items by bucket, customer / vendor concentration.
Parties, term, renewal, notice period, indemnity, governing law.
Tenant, landlord, rent schedule, escalations, options.
Shipper, consignee, items, weight, signatures.
Periodic billing — line items, retainage, completion.
Scope change, cost delta, schedule impact, approvals.
— don't see yours? new schemas (term sheets, LP statements, cap tables, equity research) follow customer pull. request a schema →
Drop a W-2, a packet of bank statements, or a brokerage statement into the workspace. Same record three ways — Ask, JSON, Workspace — in under a minute.