AI for Financial Services
Move the paperwork faster.
Keep the decisions controlled.
We use AI to reduce the administrative work around onboarding, KYC preparation, servicing, research, and internal operations.
Assess a financial-services workflowPrepared with AI
Released after approval
- 01IntakeForms and attachments
- 02ExtractionFields read from documents
- 03CompletenessGaps flagged
- 04Customer lookupCRM records matched
- 05KYC preparationSummary with sources
- 06Compliance reviewA person approves. Nothing passes on its own.
- 07Account setupOnly after approval
Paperwork moves.
Decisions wait for a person.
The friction
Fragments in.
One file out.
Financial workflows are full of information that has to be reviewed before anyone can act. The expensive part is often assembling the file, before the regulated judgment begins.
- Documents
- Forms
- CRM records
- Compliance systems
- Internal checklists
- Approvals
Case filePrepared
- ADocuments
- BForms
- CCRM records
- DCompliance systems
- EInternal checklists
- FEmail
- GApprovals
Ready for regulated judgment
High-value use cases
Good candidates,
by the line.
Each one prepares work. None of them approves it.
- 01Onboarding intakeOnboarding
- 02Document extractionOnboarding
- 03KYC preparationOnboarding
- 04Missing-information requestsOnboarding
- 05Service-request routingServicing
- 06Internal knowledge retrievalServicing
- 07ResearchOperations
- 08Reconciliation supportOperations
- 09Compliance workflow preparationCompliance
What this looks like in practice
AI handled the preparation.
Compliance approval
stayed with people.
The situation
A financial services firm was coordinating onboarding across CRM records, forms, email attachments, identity documents, internal checklists, and compliance systems.
Operations staff manually reviewed documents, re-entered customer information, checked completeness, prepared KYC summaries, requested missing information, and escalated unusual cases.
Specific institution, customer, platform, transaction, and commercial details withheld under NDA.
| Step | Handled by |
|---|---|
| 01Application | Customer |
| 02Document intake | AI prepares |
| 03Extraction | AI prepares |
| 04Completeness validation | AI prepares |
| 05Customer lookup | AI prepares |
| 06KYC preparation | AI prepares |
| 07Compliance review | People approve |
| 08Account setup | After approval |
Control boundaries
Administrative processing.
Regulated decisions.
Kept apart.
We separate the two, then set the controls that hold the line.
03Human approval
Regulated decisions. Approval requirements decide who signs off.
02Rules
- Mandatory fields
- Escalation conditions
- Role permissions
- Restricted system actions
01AI assist
- Source traceability
- Audit logging
AI works inside the rules. The rules sit inside human approval. Controls depend on the workflow.
What to measure
Tie it to
business value.
Possible measures. The baseline comes from your own workflow, not from a benchmark.
- 01Onboarding cycle time
- 02Duplicate data entry
- 03Incomplete application rate
- 04Analyst preparation time
- 05Exception rate
- 06Auditability
Your next move
Start where good people spend too long preparing the file.
Show us a financial-services workflow. We’ll help you separate the paperwork from the regulated judgment.
Tell us what’s slowing you down.
A few lines is enough. We’ll reply by email with what’s worth doing first.