Financial Services
Use AI to read and classify documents. Use deterministic automation to move money, update records, and create audit logs. That's the distinction that makes finance workflows safe to automate.
Where finance operations get stuck
High-volume, compliance-sensitive work still running on copy-paste.
- KYC documents scattered across email, DocuSign, and secure drives
- AML case reviews queued up with no structured context
- Loan packages reassembled from a dozen PDFs per application
- Bank reconciliation done line-by-line into spreadsheets
- Payment matching fails on vague memos and gets kicked to an analyst
- Audit trail assembled by hand the week before a review
Results That Matter
Real impact from automation solutions delivering measurable business value
Canadian data residency options available
From discovery to a working automation
Full audit trail for every step
AI classifies, people decide the edge cases
Key Features & Benefits
Comprehensive automation solutions designed specifically for your industry
KYC Document Collection & Completeness
Automated client document intake with completeness checking, expiry tracking, and a structured review queue — so analysts see complete files, not half-finished applications.
- Document checklists per client type
- Automatic completeness and expiry checks
- Structured review queue with full context
- Integration with eSignature and secure storage
AML Case Routing & Context
Alerts from your monitoring systems enriched with transaction history, client profile, and prior case notes — so investigators start with context, not a raw alert.
- Alert enrichment from source systems
- Case packet auto-assembly
- Tiered routing by risk level
- SAR drafting assistance with human approval
Loan Package Intake
Pull structured data and supporting documents from borrower submissions into a standardized package — ready for underwriting without the manual reassembly.
- Extract from tax returns, statements, pay stubs
- Flag missing or mismatched documents
- Structured handoff to underwriting
- Audit log of every document version
Bank Reconciliation & Payment Matching
Match incoming payments to invoices using memos, amounts, and customer profiles — with an exception queue for the cases humans actually need to review.
- Multi-signal matching (memo, amount, history)
- Partial and over-payment handling
- Automatic GL posting with approval
- Exception queue for ambiguous cases
Client Onboarding Checklists
Onboarding workflows that track document collection, identity verification, agreement signing, and account setup across your systems — with status visible to client-facing teams.
- Step-by-step tracking across systems
- Automated reminders for client next steps
- Status visible in CRM and portal
- Handoff packets for advisor review
Audit Trail & Evidence Collection
Every automated step produces a logged entry — what happened, when, why, and who approved it — ready for internal audit, external auditors, or regulator reviews.
- Immutable log of every action
- Source document references preserved
- Framework-mapped evidence collection
- Export for audits and investigations
Automation workflows we build
Reusable patterns we adapt to your specific tools and processes
KYC intake
Document collection, completeness checks, review queue.
AML case packet
Enrich alerts with context and route by risk.
Loan package builder
Extract structured data from borrower documents.
Reconciliation engine
Multi-signal payment matching with exception queue.
Client onboarding tracker
Cross-system status with reminders and handoffs.
Audit evidence collector
Continuous logging mapped to framework controls.
Compliance renewal monitor
Expiring documents flagged before they lapse.
Statement generator
Client statements assembled from source data.
Transform Your Challenges Into Opportunities
See how automation solves common industry pain points
Half the KYC files reach the analyst incomplete
Completeness checks at intake with automated follow-ups to the client
AML alerts arrive without context, slowing investigations
Alert enrichment assembles a full case packet before the investigator sees it
Loan underwriters spend more time assembling than analyzing
Structured loan package intake with extracted data and flagged gaps
Payment matching fails on vague memos and eats analyst hours
Multi-signal matching that narrows to a small, context-rich exception queue
Audit prep means reconstructing what happened from emails
Continuous audit trail built into every automated step, exportable on demand
The Transformation
See the difference automation makes
Before Automation
- KYC files reviewed incomplete, sent back, restarted
- AML alerts investigated without context
- Loan packages rebuilt by hand for every application
- Reconciliation eats analyst hours every month
- Audit prep takes two weeks of reconstruction
- Compliance renewals missed until someone calls
After Automation
- Complete KYC files reach analysts, not partial ones
- AML cases land with full context and prior history
- Loan data structured and ready for underwriting review
- Reconciliation exceptions are small and context-rich
- Audit trail already complete when the review begins
- Compliance renewals tracked with proactive reminders
Systems we connect for financial services
The core systems running the back office and middle office.
Don't see your system? If it has an API, a CSV export, or an email inbox, we can probably work with it.
AI with guardrails
We use AI for messy information. We use deterministic automation for actual business execution. Every workflow is controlled, logged, and reviewable.
No AI On The Ledger
LLMs read, classify, and draft. They never post transactions, move funds, or update ledgers unattended.
Human Approval Gate
Every consequential action — ledger post, loan approval, SAR filing — has a human approval checkpoint.
Canadian Data Residency
Data stays in Canadian data centres with private model endpoints for sensitive workflows.
Immutable Audit Log
Every extraction, classification, and posting logged with source document references for regulator review.
Why Choose Us
Built on expertise, trust, and proven results
AI Reads, Rules Execute
We don't let LLMs move money or post to ledgers. AI extracts and classifies. Deterministic rules with approvals do the actual work.
Regulator-Ready Audit Trails
Every step is logged with source references and timestamps — the evidence trail auditors, OSFI, and internal compliance actually ask for.
Data Stays In Canada
Canadian-hosted infrastructure with private model endpoints available for regulated and sensitive workflows.
Frequently Asked Questions
Is AI allowed to post to the general ledger or move money?
No. We use AI to read documents, extract fields, and classify — not to execute financial transactions. Every ledger posting, payment release, or account update is done by deterministic rules with a human approval checkpoint. This is the distinction that makes finance automation auditable and safe.
How do you handle OSFI, FINTRAC, and Canadian banking regulations?
Every automated workflow produces a full audit trail with source document references, timestamps, and approver identity. Evidence is organized against your control framework and exportable for regulator review. We design around Canadian regulatory expectations from the start.
Can you integrate with our core banking or custody system?
Yes. We integrate with Temenos, FIS, Fiserv, custom core systems, and custody platforms — using APIs, file exchanges, or secure data pipelines depending on what your system supports. We work around the system of record, not through it.
What about data residency for client PII?
Client PII and regulated data can stay in Canadian-hosted infrastructure with private model endpoints. Prompts and documents don't leave controlled environments unless you explicitly configure that. The deployment model matches your compliance posture.
Can this handle AML case management without risking false filings?
AI enriches alerts with context and drafts SAR narratives — the human investigator reviews and decides. We don't file anything automatically. The goal is to give investigators a case packet worth reading, not to automate the regulatory decision.
Integrations that power financial services automation
Software we connect and automate for financial services teams
Controlled Automation For Regulated Workflows
Let's map the compliance-sensitive workflow costing your team the most time and build an automation that's safe, auditable, and actually useful.