[ ANY FORMAT IN ]
PDFs, scanned images, emailed attachments, spreadsheets, even messy handwriting. The agent reads what actually arrives, not a cleaned-up sample file.
< DOCUMENT PROCESSING / NEW ZEALAND >UNIT / AGT-03NZ-AKLA LUCID MEDIA COMPANY
STOP RE-TYPINGWHAT'S ALREADY WRITTEN DOWN.
Every business has a pile of documents that gets read by a human and typed into a system: invoices, bank statements, forms, contracts, receipts. That work is pure re-keying, no judgement required, and it is exactly what an AI agent is built for.
Lucid AI builds document processing agents that read what arrives, whatever format it lands in, extract the fields that matter and act on them inside your existing systems, matching, filing or flagging for review, with exceptions routed to a human instead of silently guessed.
CAPABILITIES.
[ WHAT WE DELIVER ]
[ STRUCTURED EXTRACTION ]
Line items, totals, dates, reference numbers and parties pulled out as structured data, ready to match, file or feed into another system.
[ MATCHING + RECONCILIATION ]
Extracted data checked against what it should match, an invoice against a purchase order, a transaction against an outstanding balance, with the logic built around your actual records.
[ EXCEPTION HANDLING ]
Anything that does not match cleanly, an unusual format, a missing reference, an amount that does not reconcile, is queued for human review instead of forced through.
[ SYSTEM OF RECORD UPDATES ]
Verified data written straight into your accounting platform, CRM or database, so the document processing step actually finishes the job rather than handing off a spreadsheet.
[ AUDIT TRAIL ]
Every document processed, every field extracted and every decision made is logged, so you can trace exactly what happened to any record after the fact.
USE CASES.
[ WHERE IT PAYS FOR ITSELF ]
- USE/01
INVOICE + BILL PROCESSING
Supplier invoices read on arrival, matched to purchase orders, coded and queued for payment approval without a human opening every PDF.
- USE/02
BANK RECONCILIATION
Bank statement lines matched automatically against outstanding invoices, payments recorded, and anything that does not match flagged for review.
- USE/03
FORMS + APPLICATIONS
Structured or scanned forms, applications and intake documents turned into clean records in your CRM or database the moment they arrive.
- USE/04
CONTRACT + COMPLIANCE CHECKS
Key terms, dates and obligations extracted from contracts and agreements so renewal dates and clauses that matter never rely on someone remembering to check.
CASE STUDIES.
[ LIVE SYSTEMS / REAL-WORLD APPLICATION ]
RECONCILIATION AGENT
FINANCE OPERATIONS AGENT
An agent that reads live bank transactions, matches every credit against outstanding invoices, records the payments and flags exceptions for human review. Document in, structured data out, ledger updated, exceptions surfaced. Real money and real ledgers, reconciled automatically.
AUTOAPPRAISE
CONSUMER AI PLATFORM
A live valuation platform for the New Zealand vehicle market where unstructured vehicle detail entered by a driver is turned into a structured, AI-generated report: market position, price range and selling guidance, built end to end from raw input to finished document.
[ FREQUENTLY ASKED ]
Q/01WHAT KINDS OF DOCUMENTS CAN AN AI AGENT ACTUALLY READ?+
Digital PDFs, scanned images, photographed receipts, emailed attachments and structured forms are all in scope. Accuracy is highest on digital and clean-scan documents; poor-quality scans and handwriting need a confidence threshold with human review for anything below it.
Q/02ISN'T THIS JUST OCR?+
OCR turns an image into text. That is one small step. The agent goes further: it understands what the document is, extracts the specific fields that matter for your process, matches them against your existing records and takes the next action, filing, reconciling or flagging.
Q/03WHAT HAPPENS WHEN THE AGENT CAN'T READ A DOCUMENT PROPERLY?+
It does not guess. Low-confidence extractions and anything that fails to match your records are routed to a review queue with the original document attached, so a human makes the call rather than bad data quietly entering your system.
Q/04WE ALREADY HAVE OCR SOFTWARE THAT HALF-WORKS. IS THIS DIFFERENT?+
Usually yes. Most OCR tools stop at text extraction and leave you to manually match and act on it. The agent is built to complete the whole job, extraction through to the system update, scoped around your specific documents and your specific matching rules.
[ START HERE ]
THE DATA IS ALREADY THERE.
STOP TYPING IT IN BY HAND.
30 minutes, no pitch deck, no obligation. Tell us what's eating your team's time and we'll tell you straight whether AI is the answer, and roughly what it would take.
WHAT YOU GET
A straight answer on whether AI pays off in your business, and what it would take.
RESPONSE TIME
Within one working day