AGENTIC CAPABILITY 15 · FOUNDATION LAYER
Document Extraction
"reads the paperwork so you don't have to"
REPLACE REUSABLE PATTERN
Documents, forms and reports are read and turned into clean, structured, validated data — removing manual transcription entirely. The paperwork is read for you, and any low-confidence read is routed on to a check rather than committed silently. It's one of the most immediately felt offloads: the re-keying simply stops.
What it does for your function
Unstructured documents become clean, structured records — no manual transcription.
Key fields pulled and validated automatically — dates, amounts, parties, codes.
Low-confidence extractions are routed to a check and a person — not committed blind.
HOW IT STAYS BOUNDED
Low-confidence reads route to a person — never committed blind.
Confidence is measured on every field — anything uncertain is held for a check instead of written into the record as fact.
Where this pattern fits
Anywhere paperwork feeds a process — the same capability, a different document model each time.
LIVE · WAVE 1
Injury Management
Medical certificates and reports become structured claim data — low-confidence reads checked.
Invoice processing
Line items, totals and terms lifted straight into the ledger workflow.
Loan document packs
Payslips, statements and contracts read into a structured application file.
Lab & pathology reports
Results structured into the record — with uncertain values flagged, never guessed.
Contracts abstraction
Parties, dates, obligations and renewals pulled into a searchable register.
What we guarantee
The promises the build must hold — on the record, by design.
The re-keying stops
Manual transcription is removed from the process entirely — not reduced, removed.
Structured and validated
What lands in the record is typed, checked data — not a blob of recognised text.
Confidence measured
Every extracted field carries a confidence read — certainty is never assumed.
Uncertainty escalates
A doubtful read goes to a check and a person — the record never inherits a guess.
Works with: Adaptive Intake (07) · HITL Control Points (09) · Memory (14) · Validation (16)
🔒 DELIVERED IN YOUR FAB · BLUEPRINT, FAST STAGE 3
The full design is our craft — and your Blueprint.
What you've read is the pattern: what it does, what it promises, where it fits. How it's engineered — the construct model and its enforcement — is WorkDynamics IP, delivered as part of your Functional Agentic Blueprint, configured to your function:
▪ The data model — every table, relationship and write-once rule, at build altitude
▪ The enforcement logic that makes the promises unbreakable, not aspirational
▪ The Copilot Studio configuration and orchestration
▪ The prompts and output contracts
▪ The MCP tool surface and connections
See it configured for your function
Start with a free read of where your function is exposed, then walk it through with us on a 20-minute call.
Get your free exposure report