Estology vs. Enok
Enok is Innocuous AI's estimate-comparison product, sold to the carrier side of the claim -- its own site names claims adjusters, carriers, TPAs, brokers and MGAs as the audience. It auto-detects line-item differences between Xactimate, Symbility or image PDFs, groups them by section, and flags discrepancies by total, area and category, with automatic matching of rooms that are labelled differently in each estimate. It is the only product in this set with an in-tool chat for reformatting a report or drafting the follow-up email. Output is a comparison report and a spreadsheet export. Pricing is not published and the site is structured around booking a call.
Source: innocuous.ai, checked 2026-08-07. Re-verify before relying on this; product sites change.
vsEnokEstology and Enok, feature by feature.
| Feature | Estology | Enok |
|---|---|---|
| Compare | ||
| Two-estimate line-by-line comparison | ||
| Reads Xactimate PDFs | ||
| Reads Symbility PDFs | ||
| Extracts line items from a scanned PDF with no text layer | A text layer is required to read line items | Site states image PDFs are supported |
| Reads photographs printed inside the estimate | Every embedded photo is extracted and read by a multimodal pass, then indexed as citable evidence | — |
| Automatic room matching when rooms are labelled differently | ||
| In-tool chat to reformat the report or draft the email | Fixed report shape plus a position letter | |
| Every figure traceable to a source-PDF cell | — | |
| Review | ||
| Rubric grading, readiness score, hazard triggers, standard citations | Not part of stated scope | |
| Checks the estimate against the carrier's own estimating guidelines | ||
| Budget | ||
| Baseline/actuals tracking with CPM scheduling | ||
| Buyout allowance tracking | ||
| Weather history tied to the job schedule | ||
| Pricing | ||
| Org custom price lists with .PLX round-trip | Currently available on Custom subscriptions only | |
| Platform | ||
| Full API access for your own systems | Custom subscriptions today; coming soon to all subscription levels | |
| MCP connection for AI assistants | Custom subscriptions today; coming soon to all subscription levels | |
| Built for the contractor side as well as the carrier side | Audience named as carriers, TPAs, brokers and MGAs | |
| Full pricing published, no demo required | Site is structured around booking a call | |
| Self-serve signup | ||
Full pricing comparison.
| Estology | Enok | |
|---|---|---|
| List price | $10 / project (flat) | Not published |
| Free tier | First project free, no card required | Not published |
| How you buy it | Self-serve signup, card on file | Request a meeting / demo |
| Team pricing | $79/mo (10 projects) to $249/mo (50 projects), unlimited runs | Not published |
Questions about Estology and Enok.
What does Enok cost?
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Innocuous AI does not publish a price for Enok anywhere on its site; the calls to action are to request a demo or schedule a meeting. Estology publishes every number on its pricing page: $10 per project, first project free, or $79-$249 per month for a team.
Does Enok read Symbility estimates?
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Yes. Its site states it auto-detects differences between estimates from Xactimate, Symbility or image PDFs. Estology reads Xactimate and Symbility too, including a Symbility carrier estimate compared against an Xactimate contractor estimate on the same claim. One real difference: Enok says it can produce a comparison from a scanned, image-only PDF, and Estology cannot -- it needs a text layer to pull line items out. Estology does read the pictures, though: every photograph printed inside an estimate is extracted and read by a multimodal pass, then indexed so you can cite it later.
Is Enok built for contractors?
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Its stated audience is the carrier side -- claims adjusters, carriers, TPAs, brokers and MGAs. Estology is built to be used from either side of the same claim, and the comparison report is deliberately neutral: it documents where two estimates diverge rather than arguing for one of them.
What does Estology do that Enok does not?
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Enok is a comparison tool. Estology also grades a single estimate against a rubric with a 0-100 readiness score and named standard citations, checks it against the carrier's own published estimating guidelines, turns it into a working budget with actuals and a critical-path schedule, and applies your own price lists. The tradeoff runs the other way too: Enok has an in-tool chat for reshaping a report and drafting the follow-up email, and says it can work from a scanned image-only PDF. Estology has neither -- it needs a text layer to extract line items, though it does read and index every photograph printed inside the estimate.
What people say after
a real project.
Unedited feedback from contractors, carriers, adjusters, and estimators who use Estology.
"Used Estology on a $47,000 water loss. It found the missing line items and price drift in about ten minutes. The carrier accepted the supplement the same day."
"As a general contractor, I used to spend hours cross-referencing estimates. Now I upload both PDFs and have a defensible line-by-line report before lunch."
"I needed to explain why the contractor's estimate was higher than ours. Estology gave me a clear, sourced breakdown that both sides trusted."
"We had three competing estimates on one file. Estology showed exactly where each one differed and why, so the negotiation took one call instead of five."
"My position letter practically wrote itself. Every variance was sourced back to the original estimate pages, so the adjuster had nowhere to push back."
"I caught $12,000 in dropped scope the adjuster missed. Without a side-by-side comparison, that would have come out of my pocket."
"Used Estology on a $47,000 water loss. It found the missing line items and price drift in about ten minutes. The carrier accepted the supplement the same day."
"As a general contractor, I used to spend hours cross-referencing estimates. Now I upload both PDFs and have a defensible line-by-line report before lunch."
"I needed to explain why the contractor's estimate was higher than ours. Estology gave me a clear, sourced breakdown that both sides trusted."
"We had three competing estimates on one file. Estology showed exactly where each one differed and why, so the negotiation took one call instead of five."
"My position letter practically wrote itself. Every variance was sourced back to the original estimate pages, so the adjuster had nowhere to push back."
"I caught $12,000 in dropped scope the adjuster missed. Without a side-by-side comparison, that would have come out of my pocket."