| Category and examples | What the source establishes | Potential fit | What remains to prove |
|---|---|---|---|
| AutoBid Mechanical | Mechanical takeoff, automatic fittings and reporting/exports | Structured piping/mechanical estimates | Your schedule extraction, exceptions and system interfaces. Source |
| QuoteSoft | Piping/ductwork cost and labour estimating; drawing-based input | Trade-specific estimating teams | Current modules, import fidelity and revision process. Source |
| FastEST | Pipe, duct and insulation estimating with data export | Commercial trade estimating | Assemblies, labour adjustments and current deployment needs. Source |
| Canaveral | Advertised AI assistance within mechanical estimating | Controlled trial of AI-assisted takeoff | Unseen-plan coverage, correction effort and commercial terms. Source |
| Bluebeam | Plan-dependent measurements, comparisons and document workflows | PDF review and an auditable manual baseline | Mechanical cost logic and any additional AI service. Source |
| Autodesk Takeoff | Scope packages and 2D/3D quantity workflow | Teams working with drawings and models | Mapping quantities into HVAC pricing and labour. Source |
| ServiceTitan | Pricebook estimates and project budgeting | Connected service/replacement and construction operations | Detailed tender workflow and licensed feature access. Source |
| BuildOps | Commercial sales/CRM and quote-to-contract workflow | Commercial field opportunity handover | Full tender quantification and source-level scope checking. Source |
| ServiceTrade Stella Quote | Announced structured deficiency-quote drafting | Repair opportunities generated from service work | Installation tenders and live feature entitlements. Source |
| Document Crunch | Construction contract/specification review offering | Obligations and document risk review | Quantity completeness and contractor-specific review performance. Source |
| Document-processing components | Extraction and technical building blocks | Narrow custom ingestion work | Application design and HVAC judgement. AWS guidance |
An absent feature in this table is not a verified claim that a supplier lacks it. It is a requirement to confirm in the proposed edition and implementation.