Document Classification & Extraction
A shared inbox or scan folder where documents of every kind pile up, waiting for someone to figure out what each one is, where it goes, and what data inside it matters.
What can be automated in document classification & extraction? With current AI and integration tooling: classification by document type (dozens of types, learned from your history); extraction of type-specific key fields; filing to the right system/folder with metadata; routing to the owning team with a summary. What should remain under human control: review of low-confidence classifications; handling of never-seen document types; anything triggering legal or financial commitments. Olyra implements this with confidence scoring, audit logging, and human-review gates matched to risk.
What this work looks like today
Back-office and records teams; whoever 'owns the inbox' this quarter.
Email, scanners, fax (still!), document management systems, and the downstream systems each document type feeds.
Measured before we touch anything: Documents per day · Time from arrival to filed/routed · Misfile rate
What gets automated — and what stays human
Automated (with logging):
- Classification by document type (dozens of types, learned from your history)
- Extraction of type-specific key fields
- Filing to the right system/folder with metadata
- Routing to the owning team with a summary
Stays under human control:
- Review of low-confidence classifications
- Handling of never-seen document types
- Anything triggering legal or financial commitments
How value and risk are managed
What we baseline and track
Documents per day · Time from arrival to filed/routed · Misfile rate · Search retrieval time
Risks designed for
Privacy on personal data; retention rules applied at filing; full log of what was classified as what and why.
Typical implementation path: Top 5 document types by volume first; the long tail follows once patterns are proven. Implementation follows the Olyra 120: pilot on real historical volume, parallel run, then measured cutover.
Find out what AI can actually do for your operations.
Start with an AI Operations Audit — a fixed-scope diagnostic that maps your workflows, scores your AI readiness, and hands you a prioritized 120-day roadmap. If we don't find real opportunities, you'll know that too.
Request an AI Operations Audit → Prefer to talk first? Book a 30-minute scoping call.