System patterns.

Recurring operational problems, shown as inputs, system actions, controls, and measurements.

01

Document intake and extraction

Read invoices, purchase orders, forms, and contracts; check them against your records; send them to the right system.

Input
Email attachments, PDFs, scans, and forms
Action
Extract, validate, match, and post to the system of record
Control
Low-confidence items stop in a review queue
Measure
  • Processing time
  • Manual touches
  • Exception rate
02

Quoting and estimating

Draft quotes from your pricing rules and past jobs, so estimates stay consistent.

Input
Requests, rate cards, product data, and prior jobs
Action
Assemble scope, price, and customer-ready documents
Control
Approval required before a quote reaches the customer
Measure
  • Time to quote
  • Rework rate
  • Margin variance
03

Reconciliation and exception handling

Match orders, shipments, and payments automatically. Route exceptions to the right person.

Input
Orders, invoices, shipment records, and payments
Action
Match records and resolve deterministic cases
Control
Every exception includes the source records and reason
Measure
  • Automatic match rate
  • Exception age
  • Close time
04

Support and enquiry triage

Classify and route incoming email and forms. Draft replies from your history and follow your escalation rules.

Input
Shared inboxes, forms, tickets, and account history
Action
Classify, route, draft, and update the ticket or CRM
Control
Escalation rules override model confidence
Measure
  • First response time
  • Routing accuracy
  • Backlog age
05

Internal search over company knowledge

Give your team answers from company documents, with sources they can check.

Input
Policies, manuals, contracts, and internal documentation
Action
Retrieve the relevant passages and answer in context
Control
Answers link back to the exact source material
Measure
  • Questions resolved
  • Source coverage
  • Escalation rate
06

Reporting that builds itself

Assemble weekly and monthly reports from the systems that hold the data.

Input
CRM, finance, operations, and spreadsheet data
Action
Normalize, calculate, and assemble the reporting pack
Control
Source totals and failed checks are visible before delivery
Measure
  • Preparation time
  • Failed checks
  • On-time delivery

Show us the bottleneck.

Send the current process, the volume, and where it breaks. We will reply within one business day.

Get in touch