1. The market is begging for faster, more accurate estimates. Wind/hail claims hit $17,260 avg severity in Q3 2025 (highest on record). FNOL-to-payment cycle time is 44+ days — the longest since 2008. State DOIs are ratcheting down with prompt-pay penalties.
2. The adjuster bottleneck is authoring, not inspection. Field cycle time has been compressed; what's left is desk adjusters opening Xactimate cold and building estimates from scratch. FastEstimate eliminates that cold-start step — draft generates in 60 seconds, adjuster reviews and extracts into Xactimate.
3. ROI is per-estimate and net-positive from claim #1. At $45/use, every estimate saves carriers ~$330 net (leakage + time + supplemental reduction). No platform fees, no vendor lock-in, no cost of change. Pay only when it's used.
More accurate first estimate means paying closer to what the loss actually is — before an inflated contractor estimate anchors the negotiation. Modeled conservatively at 2% of severity.
Basis: $17,260 avg severity × 2%. EY cites total industry leakage at 7–14% of spend; McKinsey sees 3–5 ppt indemnity reduction from AI claims tools. We model a fraction of that.Manual Xactimate authoring drops from ~30 min to ~3 min (60-sec generation + 2 min review). Calculated at $49/hr fully-loaded. Bigger story: 1,023 hrs / 0.49 FTE of capacity per $1M carrier.
Basis: BLS OEWS $78,220 mean × BLS ECEC 1.31 benefits load ÷ 2,080 hrs = $49/hr. Manual time range (20–30 min) is industry consensus for wind/hail; no public dataset benchmarks it exactly.Accurate first estimate = fewer supplementals to review and negotiate downstream. Each supplemental ~1.5 hrs adjuster time. Modeled at 20% fewer supplementals.
Supplemental rates and reductions are not publicly benchmarked (LexisNexis, Verisk, Triple-I, NAIC don't publish). Carrier-editable in the Excel model. Label as Seek Now internal when asked.Sum: ~$370 gross / estimate − $45 FastEstimate cost = ~$325–330 net per estimate. Net-positive from claim #1 — no break-even to wait for.
| Carrier size | Inspection volume | FE estimates @ 50% | Hours reclaimed | FTE unlocked | Net annual $ |
|---|---|---|---|---|---|
| Mid-market $1M | 4,545 | 2,273 | 1,023 | 0.5 | $749K |
| Regional $10M | 45,455 | 22,727 | 10,227 | 4.9 | $7.5M |
| Top-20 carrier $25M | 113,636 | 56,818 | 25,568 | 12.3 | $18.7M |
| Top-10 P&C $50M | 227,273 | 113,636 | 51,136 | 24.6 | $37.4M |
| Enterprise $75M | 340,909 | 170,455 | 76,704 | 36.9 | $56.1M |
Assumes $220/solo, $17,260 severity, 50% attach, 30 → 3 min authoring time, $49/hr loaded. All linear — halve attach and halve the numbers. Use when VPs want to see their own scale.
| State | Pay-or-deny window | Penalty for delay | Why it matters in the pitch |
|---|---|---|---|
| Texas | 15 biz-day decide + 5 biz-day pay | 18% per annum + attorney's fees | Ch. 542 — no bad-faith proof required. Straight liability on delay. |
| Louisiana | 30 days pay after proof | 50% of amount or $1,000 | La. R.S. 22:1892 — arbitrary/capricious triggers 50% damages. |
| Florida | 60 days (was 90 pre-2022 reform) | Interest from date filed | Fla. Stat. 627.70131 — tightened post-SB 2A. 79% of U.S. homeowners lawsuits originate in FL. |
| California | 40 days after proof | Fair Claims Settlement Reg | 10 CCR §2695.7 — active DOI enforcement. |
| Colorado | Unreasonable delay/denial | 2x benefit + attorney's fees | §10-3-1115/1116 — hail alley, frequent bad-faith claims. |
| Georgia | 60 days from demand | Up to 50% of loss + fees | O.C.G.A. §33-4-6 — wind/hail volume + strict bad-faith exposure. |
Framing: every day shaved off the estimate stage is a day of statutory penalty exposure avoided. Use for carriers with concentrated book in TX/LA/FL/CO/GA.
| Alternative | What it does | What it means for carriers |
|---|---|---|
| Tractable + Verisk AI estimates (inside Xactimate) | Computer vision estimates from homeowner-submitted photos, embedded in Xactimate. | Relies on homeowner photos — misses elevations, measurements, concealed damage. FastEstimate uses trained Seeker + 150+ structured field data points. Different input quality → different accuracy. |
| Internal adjusters writing from scratch | Desk adjuster opens Xactimate, builds estimate from Seeker data manually, ~20–30 min. | FastEstimate replaces only the authoring step — adjuster keeps Xactimate, keeps final control, just eliminates the cold start. No process change. |
| EagleView measurement reports | Aerial measurement inputs that adjusters still translate into an estimate. | Complementary, not competitive. FastEstimate consumes EagleView inputs AND produces the draft estimate. EagleView is Seek Now's preferred measurement partner. |
| Outsourced estimate writing services | Third-party estimate writers, 24–48 hr turnaround. | Under 60 seconds vs. 24–48 hours. Per-use variable cost vs. vendor retainer. Keeps adjuster authority, doesn't hand the pen to a third party. |
"Verisk just reported Q3 as the highest wind/hail severity on record — $17,260 average. Triple-I has hail at 80% of severe convective storm claims. The claims VPs I talk to are less worried about getting inspected and more worried about the days between inspection and payment. Where is your team spending most of their time right now on a typical wind/hail claim?"
Close with a question, not a pitch.
"If we could shave 20+ minutes off each adjuster's estimate authoring — not replace Xactimate, just remove the cold-start step — what would that free up on your side? The carriers we're talking to are reframing this as capacity unlocked rather than cost cut. A Top-20 book at 50% attach unlocks about 12 FTEs of desk adjuster capacity."
Anchor on the carrier-size FTE table.
"We're deliberately conservative on the leakage assumption — 2%. EY benchmarks total industry leakage at 7–14% of spend, and McKinsey projects 3–5 ppt indemnity reduction from AI claims tools. We model a fraction of that because not all leakage is addressable by a better first estimate. The full methodology is published — every input has a source and URL."
Offer the calculator + methodology, not a slide.
"Texas Ch. 542 puts you at 18% per annum on any claim paid late. Louisiana stacks 50% damages when delay is arbitrary or capricious. Every day you shave off the authoring-to-payment window is a day of statutory exposure removed — and the J.D. Power 2025 study shows CSAT drops 167 points when repairs take 31+ days. What percentage of your book sits in those three states?"
Anchor the conversation in regulatory risk, not efficiency.
| Objection | Response |
|---|---|
| "$45 per estimate is steep for an add-on." | Per-use variable cost, not a platform fee. Every estimate nets ~$330 after cost — positive from claim #1. Walk them through the sensitivity grid; ROI holds even at half the leakage assumption. |
| "This only works on Seek Now inspections." | That's a feature, not a bug. No vendor lock-in. No platform license. No cost of change. You pay only when Seek Now captures the inspection. Complementary to existing workflow, not a replacement. |
| "Our best adjusters already work fast." | True — and FastEstimate replicates the best-adjuster pattern across the whole team using 54M+ inspection data points. The ROI math is on median adjuster time, not your top performers. |
| "Where's your data for the supplemental rate?" | Supplemental rates aren't publicly benchmarked — LexisNexis, Verisk, Triple-I, NAIC don't publish it. That field is carrier-editable in the Excel model. Leakage at 2% is deliberately conservative vs. EY's 7–14% and McKinsey's 3–5 ppt. |
| "How is this different from Tractable?" | Tractable uses homeowner-submitted photos. Seek Now puts a trained human on site capturing 150+ structured data points before FastEstimate draws the estimate. Different inputs → different accuracy. |
| "How do we prove it before we sign?" | Run FastEstimate in parallel with your current workflow on a slice of your wind/hail claims. Seek Now measures cycle-time, accuracy, and leakage side-by-side. We size the sample to your book — statistically meaningful, quick to stand up. |