How a Mortgage Lender Cut Compliance Checks to Seconds

A national mortgage lender checked employee compliance by hand across 50 states. A unified compliance system now answers each check in about a second, with AI analytics on top.
~2,000x
Faster employee compliance checks
2–4 months
Implementation Time
$25K – $100K
Project Cost

the challenge

The lender operated across all 50 states, each with its own compliance rules, and tracked employee compliance through inconsistent manual processes. Checking whether one employee was compliant meant about half an hour of gathering records from several systems, which created regulatory risk and exposure to class-action litigation.

what they built

BaseForge built a compliance system into the lender's Microsoft 365 environment. Custom software collects the records the program needs, an ontology layer resolves each employee consistently across systems, and rules-based logic determines compliance. Dashboards give branch managers and executives a live view of where everyone stands. On top of that, AI serves as an analytical layer across the anonymized data the system collects, surfacing patterns that inform future versions of the program. Compliance determinations come from the rules, with AI kept out of that decision.
The lender operated in all 50 states, each with its own rules, and tracked employee compliance through inconsistent manual processes. BaseForge built the system into the client's existing Microsoft 365 environment, adding custom software to collect the information it needed. The hardest part was connecting data across systems: a name or ID in one system rarely matched its counterpart in another, so the team built an ontology layer in the middle to resolve each person consistently. Rules-based logic then determines compliance and tracks meeting attendance, attestations and license status, and a BI report lets branch managers and executives see status at a glance. An AI analytics layer runs across the anonymized data to inform the next versions of the program. Given the sensitivity of the work, BaseForge keeps the AI details high level.

best fit for

Multi-jurisdiction, highly regulated operators that need consistent, automated compliance monitoring layered onto existing enterprise systems.
Ai ROLE
Analytics. AI runs as an analytical layer across the anonymized compliance data the system collects, surfacing patterns that shape future versions of the program. Whether an employee is compliant is decided by rules-based logic, with AI kept out of that determination.

impact

~2,000x

Per-employee compliance check, from about 30 minutes to about a second

50-state

One consistent compliance program across every state

Audit-ready

Records available on demand for examiners and auditors

implementation complexity

Required integration with Microsoft platform, domain specific technology, and required custom software to collect information.
Justin D'Iorio, BaseForge Advisors

Justin D'Iorio

Co-founder & Managing Partner at BaseForge Advisors
BaseForge Advisors
Co-founder of BaseForge Advisors, which pairs technologists with strategists to turn AI mandates into measurable projects for middle-market and PE-backed firms.
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industry
Financial Services
business organization
Legal & Compliance
AI TYpe
Process Automation (RPA + AI)
Data Synthesis & Reporting
value type
Time Savings
Risk & Compliance

frequently asked questions

How did a mortgage lender cut compliance checks from 30 minutes to about a second?

It pulled each employee's records from several systems into one view, resolved people consistently with an ontology layer, and applied rules-based compliance logic surfaced on a dashboard. A check that took half an hour of gathering now takes about a second.

What role does AI play in the mortgage compliance system?

AI is an analytical layer across the anonymized compliance data, used to inform future versions of the program. Compliance determinations are made by rules-based logic, with AI kept out of that decision.

What results did the mortgage lender achieve?

Per-employee compliance checks about 2,000 times faster, from roughly 30 minutes to about a second, one consistent program across all 50 states, and audit-ready records on demand.

How long did the compliance system take to build, and what did it cost?

About two to four months to first results, at roughly $50,000 including the logic, backend and BI reporting.

Who is a unified compliance tracking system best for?

Highly regulated operators that work across many jurisdictions and need consistent compliance tracking layered onto the enterprise systems they already use.

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