What I Delivered: I untangled a manual, paper-choked financing workflow that was bottlenecking commercial insurance transactions across the industry. Through direct inquiry with brokers and underwriters, I observed operators losing days to manual spreadsheet math, carbon-copy contracts, and fragile multi-party signature chasing. I replaced that administrative drag with an autonomous calculation engine that models complex amortization schedules and variable APRs in real time, coupled that reactive math with tokenized e-signature pipelines, and scaled individual broker capacity from 15 contracts a month to 40 a day while surging completed deals from ~2 to ~35 monthly.
The Context & The Paperwork Choke Point
Commercial insurance premium financing allows businesses to obtain expensive commercial policies without paying full upfront lump sums. Historically, this industry relied entirely on manual carbon-copy paper contracts, physical couriers, and cumbersome desktop spreadsheets.
Brokers spent hours manually computing variable interest rates, down payments, and repayment amortization schedules. A simple arithmetic error meant re-printing, re-mailing, and restarting multi-party signature cycles. The resulting transaction friction capped broker output at just 15 contracts per month and produced an abysmal completion rate of ~2 closed deals monthly.
"The obstacle wasn't the financing itself—it was the cognitive burden of manual math, multi-party signature collection, and fragmented contract verification."
Architecting the Automated Calculation Engine
I conceptualized and designed Metis as a zero-to-one digital platform that replaced paper contracts with a reactive financial calculations engine:
- Dynamic Amortization Math: Built an intuitive financial interface where brokers input policy terms, automatically generating legal repayment structures, APR breakdowns, and fees in real time.
- Tokenized e-Signature Workflows: Integrated secure, legally binding tokenized digital signature pipelines that routed approval links directly to insured parties and financial underwriters.
- Broker Multi-Tenant Dashboards: Designed clean pipeline status states (Draft, Underwriting, Awaiting Signature, Funded) that eliminated manual check-in calls and emails.
Measurable Outcomes & Business Velocity
By removing calculation friction and automating the signature cycle, Metis turned a multi-week administrative bottleneck into a frictionless transaction:
- Capacity Surged: Boosted individual broker processing throughput from 15 contracts per month to 40 per day.
- 17x Growth in Completed Deals: Surged signed contract completions from ~2 per month to ~35 per month.
- Zero Arithmetic Rework: Eliminated deal fall-throughs and recalculation delays with client-side mathematical validation.