COMPARISON
KoAi vs manual supplements
Manual supplementing works — until storm volume overwhelms your estimators. Here is how AI supplement automation compares to doing it by hand.
Start free trial →When manual supplements break down
During peak hail season, estimators cannot review every carrier estimate line by line. Jobs sit in queue, adjusters close files, and missed scope goes unrecovered. Manual supplementing depends on estimator availability — AI does not.
What changes with KoAi
KoAi analyzes every insurance job overnight — comparing carrier estimates against measurements, photos, and Xactimate rules. Your team wakes up to a prioritized supplement queue instead of a backlog of estimates to review manually.
The bottom line
Manual supplements catch what your estimators have time to find. KoAi catches what carriers omit on every job — consistently, at any volume, with carrier-ready packages and photo evidence attached.
Side-by-side comparison
| Capability | KoAi | Manual supplements |
|---|---|---|
| Scope detection | AI overnight analysis on every job | Line-by-line estimator review |
| Storm-season scaling | Unlimited jobs, no extra headcount | Requires hiring temp supplement staff |
| Photo evidence | Auto-bundled per line item | Manual photo hunt and indexing |
| Carrier conventions | Built-in rules per carrier | Depends on estimator experience |
| Package consistency | Standardized PDF format every time | Varies by estimator and workload |
| Adjuster email | JobNimbus delivery, claim-number subject | Manual compose and attach |
| Cost | $97/month unlimited jobs | Estimator labor + missed revenue |
What you get
- Analyze every job overnight — not just the ones estimators have time for
- Consistent carrier-ready packages at any volume
- Photo evidence and measurements attached automatically
- Your estimators review and approve — not build from scratch
Frequently asked questions
Can KoAi fully replace manual supplementing?
KoAi automates scope detection and package assembly. Your estimators still review, approve, and manage adjuster relationships — the work that requires judgment and carrier knowledge.
How much time does KoAi save estimators?
Most supplement packages that take 30–60 minutes to build manually take 5–10 minutes to review and send with KoAi.
Does manual supplementing catch things KoAi misses?
KoAi catches systematic carrier omissions — roll roofing, flashing, ventilation, steep charges. Estimators add job-specific context during review. Together they recover more than either alone.