Scope gaps surface late
Underground limits, backflow and standpipes often sit between the written scope, the spec and the civil sheets. Nobody owns them until the job is already priced.
AI-assisted fire protection estimating & bid review
WOLF1956 reviews the drawings, specs, code basis and written scope before a number is set. You get four documents back: a Design Scope, an editable Estimate, a clean Proposal and a marked-up drawing set.
Then $249.99 per seat / month · Cancel anytime
Illustration using a fictional sample project.
The problem
Underground limits, backflow and standpipes often sit between the written scope, the spec and the civil sheets. Nobody owns them until the job is already priced.
An addendum revises one floor plan and not the fire protection concept. A ceiling note contradicts the scope letter. Those conflicts become change orders.
A missing water test or an unconfirmed code edition quietly becomes an assumption. WOLF1956 keeps unknowns visibly marked as unknown.
How it works
Architectural or schematic drawings, specifications, addenda and your written fire protection scope. Completed sprinkler drawings aren’t required for a preliminary budget.
Before anything is priced, the package is checked for building area, occupancy, heights, construction and available water-supply data. If it’s too thin to budget, you hear that first.
Every finding points back to a sheet, a spec section, a code source or a recorded assumption. Code and AHJ items that can’t be confirmed stay flagged instead of being guessed.
Design Scope, Estimate, Proposal and marked-up drawings, ready for you to adjust, put on your letterhead and send.
What you get
Real pages from the fictional sample project used in the demo.
The required sprinkler scope, applicable codes and specs, assumptions, special conditions, exclusions, potential RFIs and missing information, all in one traceable sheet.

An editable estimate built on your contractor assumptions: quantities, labor, material, fabrication, equipment, overhead and profit. Change an input and it recalculates.
Try it: edit the fields on the sheet.
| Material | — |
|---|---|
| Labor | — |
| Riser / trim | — |
| Overhead & profit | — |
| Preliminary budget | — |
Not priced, pending clarification: underground (RFI-02), backflow (RFI-03), standpipe (RFI-04)
Fictional sample values, not pricing guidance.
A clean, customer-facing proposal. Edit it freely or move it onto your own letterhead. Internal costs and markup never appear in it.

A separate annotated set showing scope areas, assumptions, discrepancies, possible omissions and clarification items, each referenced to the original sheet and revision.

Who it’s for
Get support in early preconstruction, before sprinkler design is done, and on bid review when the full package lands.
Pressure-test fire protection scope, catch missing information early and bring a cleaner budget into the owner conversation.
Understand fire protection early, from architectural or schematic drawings and a written scope, before sprinkler drawings exist.
The rules we work by
Estimating is only as good as what it admits it doesn’t know. These rules are built into every review.
Why WOLF1956
WOLF1956 started with a career fire sprinkler estimator who spent years teaching estimating teams one habit above everything else: read the whole package before you put a number on it. WOLF1956 turns that discipline into a repeatable process, so every budget starts from the drawings, the specs, the code basis and the scope instead of a guess.
Interactive demo
Open the working demo to see a complete sample project go from source documents to all four outputs. It runs in your browser on a fictional package, and nothing is uploaded or collected.
Fictional sample project · runs in your browser · sample checks written for this package, not a live read of your documents
Loads on request (about 2.6 MB)
Pricing
WOLF1956 Seat
7-day free trial$249.99/ seat / month
Billed monthly after your free trial. Renews automatically.
Monthly total after trial: $249.99
Billing terms. After the 7-day free trial, each seat is billed $249.99 per month on a recurring basis until cancelled. Cancel anytime, and cancellation stops your next renewal. You keep access through the end of the period you’ve already paid for. All payments are non-refundable, including partial months and unused seats.
FAQ
No. A preliminary budget works from architectural construction drawings or schematic drawings together with a written fire protection scope. If the package isn’t enough for a meaningful budget, we tell you what’s missing instead of guessing.
No. It’s a preliminary budget built on stated assumptions, with pending items and exclusions listed. You stay in control of the final number, and every input is editable.
No. They’re an estimating and coordination aid that references your original sheets and revisions. They aren’t sealed engineering, shop drawings or permit documents.
It depends on the size and completeness of the package. We confirm timing when a complete package is received, and incomplete packages need clarification first. We don’t promise a fixed turnaround.
Yes. The proposal is fully editable and transferable, and internal costs and markup never appear on it.
You start with a 7-day free trial. After that, it’s $249.99 per seat per month, billed on a recurring basis. Cancel anytime, and cancellation stops your next renewal. Payments are non-refundable, including partial months.
Files you upload are encrypted in transit and at rest and kept in private storage. They’re used only to prepare your documents, never used to train public AI models, never shared with other customers, and deleted on request.
No. The demo and every example on this page use a fictional project created for demonstration.
Get started
Online sign-up is opening soon. Until then, send us a short note and we’ll set up your trial seats personally.
Email us to start your trialReady to send drawings? Please don’t attach them to email. Use the secure project upload instead.