Financial services generates more digital process data than any other industry. KYC, loan origination, trade settlement, claims processing, and regulatory reporting all run through systems that log every step, yet most institutions have never pulled that data together to see the real picture.
The starting point
Every check, approval, and confirmation in these workflows leaves a timestamp behind. That timeline usually looks nothing like the process diagram it’s supposed to follow.
Questions we hear before an engagement starts
- Why does KYC onboarding still take days when every check is logged in the system?
- Where do loan applications actually stall between submission and an underwriting decision?
- Why do trade settlements slip past their target date even when every system shows green?
- Which regulatory reports get rebuilt by hand every quarter, and why?
Where process intelligence delivers value in financial services
KYC and onboarding cycle time
We reconstruct the actual onboarding path from event logs, showing exactly where applications wait on document requests, sanctions screening, or manual review queues.
Loan origination and underwriting
Variant analysis surfaces which application types repeatedly loop back for missing information or manual re-review, so automation effort goes where it actually removes delay.
Claims processing efficiency
For insurance operations, we trace claims from first notice of loss through settlement to identify where adjuster handoffs and documentation requests add the most cycle time.
Trade settlement and reconciliation
We quantify how often trades miss their target settlement window and connect each delay back to its upstream cause, whether that’s data mismatches, manual confirmations, or exception handling.
Regulatory compliance and conformance
Process intelligence checks live execution against the compliant path in real time, rather than relying on periodic manual sampling to catch conformance gaps.
Anti-financial-crime workflow optimization
We map how alerts move through investigation and escalation so investigative teams can see where cases stall and where false-positive volume is taking up the most analyst time.
Financial services-specific considerations
Regulatory data handling
Analysis is scoped to work within your existing governance boundaries for SOX, BSA, AML, and GDPR data, rather than requiring sensitive records to leave your environment.
Core system integration
We work with event-log exports from your core banking and trading platforms, so the diagnosis reflects how those systems are actually being used, not just how they were configured.
Audit-trail preservation
Every finding is traceable back to the underlying event data, which keeps the analysis itself audit-ready rather than adding a separate documentation burden.
Risk and compliance engagement
We scope and review findings directly with risk and compliance stakeholders, not only operations, since changes to regulated processes need their sign-off before anything ships.
Frequently asked questions
How do you handle regulated data like AML and BSA records?+−
We agree the handling approach for AML and BSA records with your compliance team before any analysis starts, including what stays inside your environment and what, if anything, needs to be extracted. Audit-trail preservation is part of that scoping conversation, not an afterthought.
Do you need direct access to our core banking or trading systems?+−
No changes to production systems are required. We typically work from event-log exports or read-only access, scoped and agreed with your systems and compliance teams during discovery, before any analysis begins.
Does this replace our existing core banking or compliance platforms?+−
No. Process intelligence sits above your existing systems and reconstructs how work actually moves through them. Nothing in your core banking, trading, or compliance stack needs to change for the analysis to run.
How long does a typical financial services engagement take?+−
Discovery and diagnosis phases typically surface quantified bottlenecks within the first few weeks. Full delivery timelines depend on scope, in line with the phased approach outlined on our methodology page.
Talk to us about your financial services operations.
Book a discovery call