A plan-comparison engine that closed a 6-figure year — without adding a single advisor.
The brokerage was hemorrhaging time on quote prep. Each advisor was burning a full workday building benefit-comparison spreadsheets by hand, every time a prospect came in. We replaced that workflow with a system that ingests carrier docs, renders branded comparisons in minutes, and pushes signed proposals into GHL.
The problem
This brokerage was growing — and the growth was killing them. Every new prospect meant 11 hours of advisor time spent on a single quote: pulling carrier benefit summaries, normalizing them into a comparison table, formatting a branded PDF, and walking the client through it. By the time the quote went out, the advisor had already lost a day they couldn't get back. And because comparisons took so long, advisors were quietly capping how many prospects they'd take on.
Their CRM was GoHighLevel. Their carrier portals were a patchwork of PDFs and HTML pages. There was no comparison product on the market that handled their carrier mix. They'd looked at three off-the-shelf tools — none of them spoke their carriers' formats.
The system we built
We composed five atoms from the Quote spine into a single chain. The advisor uploads carrier benefit docs. The chain extracts plan terms, normalizes them into a shared schema, renders a branded side-by-side comparison, and emails it to the client with an e-sign link. When the client signs, GHL pipeline status auto-advances and finance gets pinged.
The architecture
What was harder than it looked
The carrier docs weren't just messy — they were inconsistent across renewal years. We built a versioning layer so the same carrier's 2024 plan and 2026 plan don't collide in the comparison. We also added a HITL gate before any proposal goes out: the advisor reviews the rendered comparison in a one-click approval inbox before it leaves their domain. That's the D3 (reversible) and D6 (fail-loud) rules in action.
"It used to take me a full day to put a quote together. Now I do three before lunch. The bind rate went up because the comparisons actually look like they cost something."
— Senior advisor (name withheld)
What we measured
- 11 hours saved per quote, per advisor. From benefit-doc upload to signed proposal: about 35 minutes, including human review.
- 3.4× bind-ratio lift. Faster turnaround means quotes hit prospects while interest is still hot. Branded output also reads more credibly than a hand-built spreadsheet.
- Zero net-new advisors hired. The team's capacity tripled inside a quarter.
- 14 days from audit to first live quote. Including HITL approval flow and full GHL pipeline integration.
What's running today
The chain is live across every advisor in the firm. We added two atoms during the 90-day tuning window — a stale-quote nudge (QUO-05) and a pricing-rule engine (QUO-07) — both based on usage data. The brokerage now generates roughly 10× the quote volume of the year prior with the same headcount. We still talk to them weekly.
If you're in this neighborhood
If your team is hand-building proposals, comparison tables, or quotes — and the bottleneck is human formatting, not human judgment — this is exactly the kind of system we install. It's almost always faster and cheaper than a custom build, because the atoms are already in the library.