THE ARCHITECTURE Deterministic Software + Anti-Hype AI

Stop Paying for Bloated Software.
Build What Your Trade Actually Needs.

We build custom, zero-subscription automation tools for painting, roofing, HVAC, and commercial trade contractors. Turn 4-hour takeoff nightmares, PDF spec binders, and manual bid calculations into 12-minute workflows.

Run 2-Minute Diagnostic Audit Explore Trade Solutions
4h → 12m
Cabinet & Field Takeoff Speed
100%
Deterministic Math (Zero AI Guesses)
$0/mo
Sovereign Data & No Cloud Hostage
Interactive Diagnostic Tool

2-Minute Software & Workflow Audit

Click the checkbox for each issue that applies to your business. As you select items, you will see the practical solution we build for each bottleneck.

Click the checkboxes for each bottleneck your business faces:
A. Time & Labor Leaks (Administrative Friction)
Estimating Bottlenecks: It takes your team more than 24–48 hours to return detailed bids or job quotes to clients.
Double Data Entry: Staff manually re-types numbers, field notes, or contact info from emails/paper into accounting or spreadsheet tools.
Photo & Site Prep Chaos: Field crews take job photos, but someone in the office spends hours deciphering them to verify prep scope.
50+ Page Spec Binders: You receive massive commercial PDF specs (CSI Division documents) and waste hours reading to find simple coating or material requirements.
B. Software Subscriptions & App Clutter
Disconnected Subscriptions: Paying for 3+ software tools (estimating, scheduling, CRM, field notes) that don't share data cleanly.
Paying for Unused Features: Paying $200–$1,000/month for complex contractor suites (e.g., Jobber, Procore) while using only a fraction of their features.
Data Locked Away: Your past bid histories, client records, and SOPs are trapped in third-party clouds that charge extra for exports or backups.
C. Revenue & Pipeline Leaks
Cold Estimate Drop-off: Prospects who don't approve quotes on day one slip through the cracks due to zero automated follow-up.
Missed Permits & Commercial Bids: Lack of time to monitor municipal building permit filings or public RFP boards for profitable trade jobs.
Compliance & SDS Friction: Compiling Safety Data Sheets (SDS), OSHA logs, or GC compliance binders takes tedious manual assembly.
0 Issues Selected
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/ 10 Bottlenecks Selected

Select any issues on the left that apply to your business to see the practical tools we build to solve them.

Targeted Solutions For Selected Issues:
Zero obligation. Practical, tailored automation advice.
How We Build

The "Brains vs. Gears" Approach

Why standard AI tools fail contractors: LLMs are terrible at arithmetic and make up dimensions. We separate your business into the 10% intake (reading everyday notes and photos) and the 90% rock-solid math (custom, dependable code).

🧠

The Brains

Reading & Understanding (10% AI)

Used strictly to read and understand everyday notes, job site photos, and customer messages where standard software breaks. It never makes pricing or contractual decisions on its own.

  • Site Photo Inspection: Categorizing job site damage, substrate defects, and prep requirements from crew photos.
  • Field Notes & Voice Memos: Parsing voice memos and estimator notes into clean, structured line items.
  • 50+ Page PDF Spec Parsing: Locating Division 09 / 15 / 16 architectural spec requirements in seconds.
  • Client Inquiry Triage: Extracting project address, urgency, and job scope from inbound customer emails.
⚙

The Gears

Exact Math & Reliable Code (90%)

Built with reliable, tested code. Executes arithmetic, cost formulas, and database actions with 100% mathematical precision.

  • Rigid Takeoff Formulas: Exact Sq Ft × Spread Rates, linear-foot cabinet multipliers, and pitch waste factors.
  • Live Supplier Pricing Feeds: Exact cost calculations based on your direct wholesale trade accounts.
  • Sovereign Local Storage: All estimates, client records, and job logs stay in an encrypted database you own.
  • Zero Recurring Costs: Local scripts run on your computer or private server with zero per-query AI API charges.
Tailored for Your Trade

Built for Specialized Contracting

Generic software tries to serve yoga studios and roofers with the same form. We engineer around your trade's actual field formulas.

COMMON INDUSTRY BOTTLENECK

Cabinet Takeoffs & Architectural Finishing

Estimating cabinet refinishing from homeowner walk-through photos or field sketches takes hours of evening work—counting doors, drawer fronts, measuring face frames, and calculating linear footage for spray booth schedules.

  • AI Intake Layer: Scans kitchen photos to classify profile type (shaker, raised panel, slab) and confirm door/drawer counts without manual counting.
  • Exact Code Math: Multiplies linear footage × primer coats × topcoat mil thickness × your direct wholesale supply pricing.
THE ENGINEERED SOLUTION

Rapid, Accurate Proposal Generation

The first contractor to deliver an accurate, professional bid often wins the job. A custom takeoff tool lets you deliver line-item bids in minutes without taking paperwork home.

Takeoff Turnaround: Minutes instead of days
Math Accuracy: 100% Deterministic (No AI Guesses)
COMMON INDUSTRY BOTTLENECK

Pitch Multipliers & Adjuster Reports

Translating aerial drone measurements, insurance claim scope sheets, and pitch waste percentages into competitive bids is tedious and error-prone.

  • AI Intake Layer: Ingests insurance adjuster PDFs, extracting missing line items and scope items in seconds.
  • Exact Code Math: Calculates square counts, pitch multipliers (6/12 to 12/12), ridge caps, and starter bundle requirements.
THE ENGINEERED SOLUTION

Prompt Claim Review & Bid Delivery

Catch missing valley, drip edge, and ice barrier items from insurer claims without hours of manual cross-referencing.

Scope Extraction: Instant PDF Breakdown
Bid Speed: Same-Day Proposal
COMMON INDUSTRY BOTTLENECK

Diagnostic Notes & Equipment Sizing

Field technicians record hurried diagnostic notes. Office staff struggles to decode model numbers, match tonnage, and draft replacement proposals.

  • AI Intake Layer: Translates technician voice memos and equipment serial photos into clean, customer-facing proposals.
  • Exact Code Math: Calculates heat load estimates, rebate eligibility, and labor install costs according to your rules.
THE ENGINEERED SOLUTION

Fast, Professional On-Site Proposals

Provide homeowners with clean, clear options while the technician is still on site, eliminating office backlog and follow-up lag.

Proposal Delivery: On-Site or Same-Day
Admin Time: Zero Office Retyping
COMMON INDUSTRY BOTTLENECK

Permit Filings & Subcontractor Scope

Reviewing multi-division architectural plans, matching subcontractor bids, and checking daily city permit filings is a massive administrative sink.

  • AI Intake Layer: Identifies scope gaps between subcontractor bids and project architect drawings.
  • Exact Code Math: Automated municipal permit scraper alerting your phone daily to newly approved commercial projects.
THE ENGINEERED SOLUTION

Early Access to Commercial Opportunities

Contact project owners and general contractors as soon as permits are issued, staying ahead of public RFP postings.

Lead Pipeline: Daily Automated Alerts
Scope Coverage: Complete Pre-Bid Review
Transparent Project Pricing

Predictable Scopes. Contractor-Standard Terms.

No vague hourly billing or open-ended consulting retainers. Like ordering framing lumber or staging paint before breaking ground, our structured mobilization draws fund dedicated cloud infrastructure, API compute, and engineering schedules with zero financial surprises.

100% Credited Toward Your Project Build

Diagnostic Scoping Triage

A 60-minute deep-dive triage of your estimating spreadsheets, spec binders, and manual bottlenecks.
$250 / flat draw
  • 60-minute live workflow audit & spreadsheet dissection
  • Identifies math errors, double data entry, and profit leaks
  • Concrete architecture map & fixed-price implementation proposal
  • 100% credited to project mobilization if you build with us
50% Mobilization ($1,125) • 50% on Verified Delivery

1-Week Turnkey Spec Build

A production-grade, working tool solving your single worst operational bottleneck in 5 business days.
$2,250 total fixed
  • Working tool deployed on your private server in 5–7 days
  • Solves 1 core friction point (cabinet takeoffs, spec extractor, lead triage)
  • 50% Mobilization Draw covers dedicated compute & token staging
  • 100% source code ownership & 30-day bug-fix warranty
35% Mobilization • 35% Staging Draw • 30% Handoff

Milestone Workflow Overhaul

End-to-end automation connecting field crew photos, takeoff math, CRM, and trade formulas.
$4,800 – $6,500 total
  • Full "Brains vs. Gears" deterministic multi-agent pipeline
  • Contractor milestone draws tied to verified working software milestones
  • 100% sovereign, private local data deployment (zero cloud leaks)
  • Full crew training + optional $295/mo continuous system care
Risk-Free Engagement

How We Work Together

We do not sell vaporware or 6-month consulting studies. We prove immediate value in 7 days before any major commitment.

PHASE 1

15-Min Discovery Audit

We review your diagnostic score and isolate your single biggest operational leak (e.g. 4-hour cabinet takeoffs, spec binder reading, or missed lead follow-ups). Zero sales pressure.

PHASE 2

1-Week Working Prototype

We build and test a functional script or tool using your real past job data. Your team tests it side-by-side with your existing workflow to verify speed and 100% accuracy.

PHASE 3

Full Rollout & System Care

Once the prototype is proven in daily operations, you can take 100% code ownership or expand across your remaining workflows with structured milestone draws and optional ongoing care.

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