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MGA Academy

The flywheel

The self-reinforcing loop that turns “a licensed MGA” into durable underwriting capability. This is the strategic centerpiece — and it all turns on the loss ratio. GROUNDED · Glacis

The strategy has evolved. The loop still turns on the loss ratio, but Volume 2 moves Glacis off the paper: the syndicate holds the risk, Glacis earns on evidence. See the independence thesis.

The loop

Section titled “The loop”
Glacis evidence layer (attested AI decisions, proof of controls) Better RISK SELECTION + SCHEDULE-RATING CREDITS (price the control, select the good risks) Lower LOSS RATIO (fewer/smaller losses per premium dollar) Higher MGA contingent (profit-share) commission + a more attractive book Easier to attract & keep carrier / reinsurer CAPACITY More premium written + more underwriting DATA (richer data → better models → better evidence → repeat)

Walking the loop

Section titled “Walking the loop”
  1. Evidence in. Glacis attests AI decisions and proves an applicant’s governance/ controls (human-in-the-loop, bias testing, model inventory). This is signal that didn’t exist before for a novel AI risk.
  2. Better selection + credits. That signal improves risk selection and justifies a defensible schedule-rating credit (see 02 Rating & pricing). Well-controlled risks pay less for a real reason.
  3. Lower loss ratio. Better-selected, better-controlled risks have fewer/smaller losses → the loss ratio drops. This is the hub of the whole wheel.
  4. Higher profit share. MGA contingent commission is tied to the loss ratio — a lower ratio means more money and a book the carrier loves. See 04 What is an MGA.
  5. More capacity. A profitable, well-documented book attracts and retains reinsurance/fronting capacity — the program can grow.
  6. More data → better models. Growth generates more underwriting and claims data, which sharpens the models and the evidence — feeding step 1 again.

Why the loss ratio is the hub

Section titled “Why the loss ratio is the hub”

Every spoke connects through the loss ratio. It’s simultaneously:

  • the output of underwriting quality (selection + rating),
  • the input to MGA profitability (profit share),
  • and the gate on capacity (who’ll back the paper).

Glacis’s entire value proposition to the business is: move the loss ratio, and you move everything. That’s what “Glacis with underwriting capability” means — not just selling a policy, but operating a measurably better book.

The compliance tailwind spins it faster

Section titled “The compliance tailwind spins it faster”

The same AI-regulation pressure that creates the liability (and thus the demand for Tech E&O) also creates demand for the controls Glacis ships — so the regulatory environment adds energy to the flywheel rather than friction. Compliance becomes a product feature on both sides of the trade. GROUNDED · Law360 GROUNDED · Glacis

Next

Section titled “Next”

→ 02 The on-ramp / critical path

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