🔧 Tech Trends Brief

AI agents that plan, execute, and adapt tasks autonomously. NVIDIA's Jetson platform now supports "agentic AI" with JetPack 7.2, enabling on-site agents that monitor progress and trigger responses without human intervention.

Autonomous project coordination, supply chain alerts, safety compliance checks. An agent can watch a camera feed, notice a delay in glass delivery, and automatically reschedule the install crew.

AI-powered cameras that detect safety hazards in real time — missing hard hats, unauthorized zone entry, near-miss events. alwaysAI and Palcode offer construction-specific vision models running on edge devices.

OSHA compliance, insurance premium reduction, real-time safety alerts, incident documentation. Systems send a text to the foreman within seconds of detecting a hazard.

A continuously updated virtual replica of a physical building integrating BIM, IoT sensors, GIS data, and real-time ops. Dubai just launched a city-scale twin covering 195,000 buildings. Bentley iTwin leads in infrastructure.

Pre-construction simulation, clash detection, lifecycle management. Simulate how a curtain wall performs in a 50-year storm before ordering a single panel.

Running AI models on local devices instead of the cloud. New processors from NVIDIA Jetson and Qualcomm deliver 10-50 TOPS at under 5W, making on-device AI practical for construction.

Real-time defect detection on glass panels as they arrive, on-site safety monitoring without internet, equipment predictive maintenance. Works on remote sites with no connectivity.

Text-to-video AI generating realistic footage from prompts. Google Veo 3.1 leads with synchronized audio, Kling 3.0 offers best quality-per-dollar. OpenAI discontinued Sora in March 2026.

Marketing videos, project visualization, training materials, client presentations. Generate a walkthrough of a proposed glass facade in minutes instead of days.

Retrieval-Augmented Generation connects LLMs to your documents; fine-tuning customizes model behavior. The 2026 toolchain (Unsloth, Ollama, Langfuse) makes both accessible to small teams. Basic RAG pipeline: $15K–$40K, 4–8 weeks.

Answering questions from spec books, safety manuals, project archives. A RAG system tells a PM "we used X glazing tape on Y project and it failed — use Z instead."

Bipedal robots for human environments. Apptronik trains humanoids at "Robot Park" in Austin for factory/warehouse work. Tesla Optimus and Figure in active deployment. McKinsey calls supply chain the key constraint on scale.

Material handling, tool operation, repetitive tasks. Not ready for skilled glazing installation, but capable of moving glass panels, staging materials, cleaning up.

Excavators, bulldozers, telehandlers operating without humans. Built Robotics added AI-driven excavation reading soil conditions. Bedrock Robotics (ex-Waymo engineers) automates excavators. ROS2 digital twin for telehandler control at ISARC 2026.

Site prep, material movement, excavation. Reduces labor costs, improves precision. A robotic telehandler places glass panels with millimeter accuracy.

High-performance open-weight language models running on consumer hardware. Qwen3 (Alibaba) combines agent capabilities with image understanding. DeepSeek offers competitive performance at a fraction of GPT-4 cost. Both self-hosted via Ollama.

Custom chatbots, document analysis, code generation, workflow automation — without per-token API fees. Qwen3 Agent turns a research paper into a slide deck automatically.

Drones with AI that automatically map construction sites, track progress, and compare against BIM models. DroneDeploy and Avala lead in construction. Time-series imagery enables automated progress monitoring.

Weekly progress tracking, material inventory, safety inspections, as-built verification. A drone flight + AI analysis replaces hours of manual walkthroughs.

AI-powered IDEs that generate, refactor, and debug code. Cursor leads in 2026 with agentic coding features. These tools now handle full-stack feature development, not just autocomplete.

Building internal tools, automating reports, creating dashboards, developing PGC's web presence. A PM describes a tool in plain English and gets working code.

Running AI models on your own hardware instead of cloud APIs. Ollama, vLLM, TensorRT-LLM make self-hosting practical. A single machine with 2x RTX 4090s runs most open-source models at production quality.

Private AI assistants, document processing, code generation — zero data leaving your network. No per-token costs, no API outages.

Visual platforms for building multi-step AI workflows without coding. n8n leads with 4.1K+ stars on "AI workflow" topic. LangChain provides the developer framework. Connect AI models to email, calendars, CRMs, Slack.

Automating bid responses, project status reports, safety incident workflows, client communications. An AI workflow watches for a new RFP, analyzes it against PGC capabilities, drafts a response.

Financial technology for real estate and construction. Commercial real estate sales hit $42B in May 2026. M&A activity up 205%. AI-powered platforms underwrite construction loans based on real-time project data.

Faster payment processing, lien waiver management, insurance verification, project financing. AI platforms underwrite based on real-time project data instead of static financials.

AI that generates 3D models from photos, text descriptions, or 2D drawings. Google's AI-generated 3D models integrate into digital twin pipelines. A single photo generates a textured 3D model in seconds.

Rapid BIM model creation from site photos, as-built documentation, retrofit planning, visualization. Photograph an existing building and get a 3D model ready for glass measurement.