πŸ”§ Software Watch

New tools for construction, glazing & fabrication β€” curated for PGC
July 29, 2026
πŸ“Œ This week's theme: AI agents meet CAD/BIM, open-source structural analysis goes browser-native, and construction project discovery gets predictive β€” Cascade ($3.5M a16z-backed, predicts projects before RFPs exist), Structured AI (YC S26, AI workforce for construction design QC), ODA MCP Servers (exposing CAD/BIM SDKs to AI agents), Stabileo (open-source 2D/3D structural analysis in the browser), and Beam AI (cross-trade AI takeoff) lead a wave of tools that bridge the gap between design software and AI agents. Plus: OpenConstructionERP v8.6 keeps advancing, Togal.AI remains the gold standard, and Helonic's auto-RFI feature is now production-ready.

Cascade

Estimating / Business Development

What it does: AI platform that helps AEC firms discover high-fit projects before RFPs are issued. Analyzes market signals, permits, and public data to predict upcoming opportunities. Assesses fit and bid decision in minutes. Raised $3.5M seed from a16z Speedrun, Ada Ventures, Snowball VC.

Legacy alt: Manual RFP hunting, Dodge reports, relationship-based lead generation

Differentiator: Predicts projects before they go to bid β€” not just aggregating existing RFPs. Fit assessment in minutes vs. days. a16z Speedrun backing.

Pricing: Not public (seed-stage, launched July 2026)

Glazing: Medium

MVP: Sign up for early access. Feed in PGC's capabilities (curtain wall, storefront, glass & aluminum) and see what projects surface in your region over a 2-week trial.

Structured AI

CAD/BIM / Quality Control

What it does: Deploys AI agents that perform quality control on technical documents and drawings for construction design engineering. Agents learn your firm's standards, apply the right building codes, and review drawing sets across both PDF drawings and native Revit models. YC S26.

Legacy alt: Manual QA/QC by senior engineers, peer review checklists, third-party plan review services

Differentiator: AI agents that learn YOUR standards and apply building codes automatically. Works across PDF and native Revit. Already used by 8 leading AEC firms.

Pricing: Not public (YC S26, seed-stage)

Glazing: High

MVP: Upload a set of PGC shop drawings (PDF or Revit). Let the AI agents review against your standards and building codes. Compare findings against your current QA/QC process.

ODA MCP Servers

CAD/BIM / Developer Tools

What it does: The Open Design Alliance (ODA) is exposing its CAD-format SDKs to AI agents through self-hosted MCP servers. AI agents can read, write, and manipulate native DWG, DGN, and IFC files directly β€” opening up CAD/BIM data to the AI agent ecosystem at scale.

Legacy alt: Manual CAD data extraction, custom scripting with ODA SDKs, proprietary API integrations

Differentiator: First time ODA's industry-standard CAD/BIM SDKs are exposed via MCP for AI agents. Self-hosted (data stays private). Enables AI agents to work directly with native CAD files.

Pricing: Free for ODA members (membership required for SDK access; MCP servers are self-hosted)

Glazing: Medium

MVP: If PGC has ODA membership, spin up the MCP server and connect an AI agent to read a curtain wall DWG. Test: can the agent extract glass panel counts, frame lengths, and anchor points?

Stabileo

CAD/BIM / Structural Engineering

What it does: Open-source 2D & 3D structural analysis running entirely in the browser using the Direct Stiffness Method. No installation, no license server, no Windows requirement. Real-time solving with a visual interface. MIT licensed.

Legacy alt: SAP2000 ($2,000+/yr), ETABS ($2,500+/yr), Robot Structural Analysis ($3,000+/yr), RFEM ($3,500+/yr) β€” all Windows-only, expensive, closed-source

Differentiator: Browser-native, free, open-source. No installation at all β€” open stabileo.com and start. Direct Stiffness Method with real-time solving.

Pricing: Free (MIT open-source)

Glazing: Low

MVP: Model a simple curtain wall mullion span. Apply wind load and check deflection. Compare results against your current structural analysis tool.

Beam AI

Estimating / Takeoff

What it does: AI takeoff platform that works across multiple trades β€” structural, architectural, MEP, and faΓ§ades. Automatically identifies and measures quantities from construction drawings. Integrates with Procore and ConWize. Exports directly to estimation software or spreadsheets.

Legacy alt: On-Screen Takeoff, PlanSwift, Bluebeam β€” all require manual measurement per trade

Differentiator: Cross-trade capability β€” one platform handles structural, architectural, MEP, and faΓ§ade takeoffs. Procore integration. Direct export to estimation software.

Pricing: Not public (likely $150-300/user/month based on comparable tools)

Glazing: High

MVP: Upload a curtain wall elevation PDF with surrounding structural and architectural context. Let AI measure glass area, frame lengths, and anchor points. Compare against manual takeoff.

Helonic

CAD/BIM / Preconstruction

What it does: Analyzes PDF construction plans across architectural, structural, and MEP disciplines. Detects clashes and inconsistencies, then auto-generates draft RFIs. Now production-ready with Procore and Autodesk integration. YC S26.

Legacy alt: Manual clash detection in Navisworks + manual RFI drafting

Differentiator: Auto-generates draft RFIs from detected clashes β€” not just flagging issues but creating the documentation to resolve them. Now production-ready.

Pricing: Not public (YC S26, seed-stage, now production)

Glazing: High

MVP: Upload a set of architectural + structural + MEP drawings for a current glazing project. Compare detected clashes against what your team found manually.

OpenConstructionERP v8.6

ERP / Estimating

What it does: Free, open-source construction ERP now at v8.6 with vector DWG/DXF takeoff. 71 modules covering BOQ, PDF/CAD/BIM takeoff, AI cost matching, tendering, change orders, risk register, and document management. 42 regional catalogues, 21 languages. AGPL-3.0.

Legacy alt: Sage 100 Contractor ($3K+/yr), Viewpoint ($10K+/yr), Jonas ($5K+/yr)

Differentiator: Completely free and self-hosted. Vector DWG/DXF takeoff in v8.6. No per-user licensing. Active community development.

Pricing: Free (AGPL-3.0, self-hosted)

Glazing: High

MVP: pip install openconstructionerp on a test server. Import a past PGC project (BOQ, drawings, supplier list). Run through the estimating β†’ procurement β†’ change order workflow.

Togal.AI

Estimating / Takeoff

What it does: AI-driven plan analysis that automatically identifies and measures project areas from construction drawings. Reduces manual takeoff time by 70-90%. Independently validated accuracy. Instant report generation.

Legacy alt: On-Screen Takeoff, PlanSwift, Bluebeam β€” all require manual measurement

Differentiator: One-click auto-measure. Computer vision trained on construction drawings. $299/user/mo β€” cheaper than a junior estimator's weekly salary.

Pricing: $299/user/month

Glazing: High

MVP: Upload a curtain wall elevation PDF. Let AI auto-measure glass area, frame lengths, and opening counts. Compare against a manual takeoff for accuracy and time.

Foreman

Estimating / Project Management

What it does: All-in-one contractor platform covering the full job lifecycle β€” from first estimate to final invoice. Upload plans, photos, or project descriptions and receive structured takeoffs, scoped estimates, and professional proposals in minutes. YC S26.

Legacy alt: Spreadsheets + emailed plans + copy-pasted Word proposals

Differentiator: Full lifecycle coverage (estimate β†’ proposal β†’ invoice) in one tool. Accepts plans, photos, or text descriptions as input. AI-generated takeoffs and proposals.

Pricing: Not public (YC S26, seed-stage)

Glazing: High

MVP: Upload a set of shop drawings and a project description. Compare the AI-generated takeoff and proposal against PGC's current process. Time the difference.

FlowManual

Bidding / Procurement

What it does: All-in-one AI bidding and purchasing platform for general and specialty contractors. Automates the buying process during pre-construction β€” from plan upload to supplier quotes. YC S26.

Legacy alt: Manual spreadsheet bidding + phone/email supplier sourcing

Differentiator: End-to-end from bid to purchase order in one platform. Built for both GCs and specialty trades.

Pricing: Not public (YC S26, seed-stage)

Glazing: High

MVP: Upload glass shop drawings, get supplier-matched quotes and POs. Compare against current supplier lead times and pricing.

Merlin

ERP / Project Management

What it does: AI-powered ERP purpose-built for construction companies. Unifies project management, materials management, finance, and operations in a single platform. Tailored for modular construction, prefabrication, and manufactured homes. YC-backed.

Legacy alt: Sage 100 Contractor, Viewpoint, Jonas β€” all require heavy customization and lack AI-native features

Differentiator: First AI-native ERP for construction β€” not a generic ERP with construction modules bolted on. Built from the ground up for how contractors actually work.

Pricing: Not public (YC-backed, seed-stage)

Glazing: High

MVP: Sign up for early access. Map PGC's current workflow (estimating β†’ procurement β†’ fabrication β†’ install β†’ billing) and see which modules cover the gaps.

Prolo

Procurement / Supply Chain

What it does: AI-powered procurement platform for SME construction firms. Sources materials, equipment, and labour at competitive market rates. Includes embedded credit/deferred payment (up to 90 days). Just raised Β£4.2M seed from Triple Point Ventures.

Legacy alt: Manual supplier sourcing via phone/email, fragmented quotes, no payment flexibility

Differentiator: Combines AI sourcing with embedded finance β€” contractors can defer payments up to 90 days. Built specifically for SME contractors (PGC's exact size).

Pricing: Not public (seed-stage, launched July 2026)

Glazing: High

MVP: Source pricing for a standard glass order (e.g., ΒΌ" tempered, 1" IG units). Compare against current supplier quotes for price and lead time.