ForgeKind
AI operating system that runs your construction back office
ForgeKind launched on March 27, 2026.
What it does
Forgekind plugs into your construction operation and handles estimating, scheduling, client updates, margin tracking, and billing — using your actual data. One contractor found $47K in unbilled work in week one. 45-minute onboarding. Month-to-month.
Forgekind is construction AI software that deploys 12 AI agents across your operation — AI estimating for contractors, project management AI, billing, scheduling, and more. JobTread and Buildertrend alternative with real AI. Same team. 12x the capacity.
Your Estimator, PM, CFO, Coordinator, Accountant, and 7 more — working alongside your people. Same crew. 12x the capacity. They learn how YOUR company operates and get smarter every job. Your team spends 150+ hours/month on work that never touches a jobsite. 4-6 hours per estimate, 20 jobs/month. Every late proposal is a deal lost to the contractor who responded first. Different margins, different logic, different formats. You don't know your real margin until the job closes. Proposals, schedules, billing, vendor management, client updates, job costing. Your people are doing paperwork instead of building. Your PM records the walkthrough. 12 agents handle everything else. Using Granola,…from forgekind.com
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Forge – Guardrails take an 8B model from 53% to 99% on agentic tasksMay 2026 · github.com · ▲687Hi HN, I'm Antoine Zambelli, AI Director at Texas Instruments. I built Forge, an open-source reliability layer for self-hosted LLM tool-calling. What it does: - Adds domain-and-tool-agnostic guardrails (retry nudges, step enforcement, error recovery, VRAM-aware context management) to local models running on consumer hardware - Takes an 8B model from ~53% to ~99% on multi-step agentic workflows without changing the model - just the system around it - Ships with an eval harness and interactive dashboard so you can reproduce every number I wanted to run a handful of always-on agentic systems…
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