Wherever the work is arithmetic, with judgement calls in between.
The same shape in every industry: code does the matching and the sums, the Judgement Engine answers one narrow question per item, and whatever stays uncertain goes to a person.
Finance and accounting
Every company's finance team: reconciliations, payables and receivables, the close.
Accounting, tax and Treuhand firms
Firms that prepare returns and books for many clients.
Banking and payments
Payment exceptions, disputes, KYC and screening: queues of items where each needs a judgement the data can usually check.
Wealth, asset management and fund administration
Custody and cash reconciliations across banks and layouts, fees, corporate actions, NAV checks and investor dealing.
Insurance
Claims, bordereaux and premium reconciliations: judgement over documents and policy wording, with money that has to tie.
Healthcare
Revenue-cycle work: remittances, denials, prior authorisations and coding audits.
Manufacturing and supply chain
Purchase orders, confirmations, counts, warranty claims and customs: documents against systems, quantities against prices.
Retail, hospitality and consumer
Takings, card and delivery-platform payouts, marketplace settlements, rebates and refunds: many sites, many payers, small amounts that add up..
Logistics and transport
Freight invoices against rate cards, deliveries against invoices, claims and fuel cards: a lot of small charges that the shipment data can check..
Energy and utilities
Meter reads and bills, trade confirmations, certificates and field work: high volumes where most items are routine and a few are expensive mistakes..
Telecoms
Settlements with partners, usage against billing, and customer disputes: large volumes of records that should agree and sometimes don't..
Real estate
Leases, rent rolls, service charges and tenant checks: documents with terms that drive money for years..
Public sector
Grants, benefits and supplier invoices: decisions that must be consistent, explained and on record..
Legal and compliance
Contracts against the playbook, regulatory reports against the books, legal invoices against the guidelines: judgement anchored to text that can be quoted..
HR and payroll
Payroll inputs, timesheets, onboarding checks and benefits: errors that reach people's pay.