Document intelligence
Pull structured fields from finance documents, invoices, certificates and client submissions for review.
AI and financial automation
Automation that supports review, routing and monitoring.
MCB can help apply AI-assisted extraction, classification, reconciliation and workflow monitoring to finance operations where human review remains important.
Workflow console
Automation queue
Documents and tasks move through capture, extraction, review and exception handling instead of sitting in unmanaged inboxes.
Document intake
Queued
Data extraction
Assisted
Review flags
Prioritised
Reconciliation
Matched
Automation lanes
AI is useful when the workflow is disciplined.
This page avoids vague AI claims and presents practical use cases with human oversight.
Workflow triage
Classify cases by urgency, missing information, service type, counterparty and follow-up owner.
Reconciliation support
Surface differences between submitted values, internal records, transaction documents and expected milestones.
Exception alerts
Highlight overdue actions, expiry risk, incomplete packs and unusual workflow movement.
Governance built in
Automation should make decisions easier to review.
The process keeps sensitive finance workflows within a controlled review model.
Define rules
Document which data can be extracted, which checks are advisory and which actions need approval.
Train on examples
Use representative document types and workflow outcomes to shape reliable classification.
Review outputs
Route assisted results to the right human reviewer before material action is taken.
Improve safely
Track exceptions, false positives, missed fields and review feedback.
Useful automation, not decorative AI.
AI work is strongest when it reduces time spent finding, reading, matching and routing information while preserving accountability.
- Best suited to repeated document and workflow patterns.
- Human review remains part of the operating model.
- Auditability is considered before speed.
Next step
Identify the repetitive work before choosing the automation.
Share the document types, current routing process and review rules.