May 4, 2026 | 15 Trends Across All Industries | Each with MVP Experiment
Platforms that coordinate multiple AI agents to collaborate on complex tasks — like a project manager for bots. Agents delegate subtasks, share memory, and resolve conflicts autonomously.
Automated software pipelines, multi-step research reports, supply chain optimization, and scientific discovery loops.
Install AutoGen or CrewAI. Build a 3-agent team (Researcher, Writer, Editor) to produce a report on glazing automation trends. Cost: free, 2-3 hours.
PGC could deploy agent teams for proposals, code review, and project coordination without adding headcount.
AI systems that write, debug, and refactor code from natural language. Claude 3.7 Sonnet, o3, and Gemini 2.5 Pro handle multi-file projects, tests, and deployment.
Rapid prototyping, legacy code migration, bug hunting, and pair programming for juniors.
Install Cursor (free tier) or Aider. Ask it to build a glass cut list calculator web app. Cost: free, 2 hours.
PGC software projects could be built 5-10x faster with an AI coding partner.
Models generating images, video, and 3D from text. Midjourney v7, Kling, Pika, Runway, Meshy, Shap-E.
Architectural viz, marketing assets, training videos, product renders, synthetic data for CV training.
Use Meshy.ai (free tier) to generate a 3D curtain wall panel from text. Import into Blender. Cost: free, 30 minutes.
PGC could generate client visuals and training materials without a 3D artist.
AI-assisted design (Canva Magic Design, Adobe Firefly, Figma AI) generating layouts, suggesting improvements, enforcing brand consistency and structural constraints.
Facade concepts, code-compliant design variations, brand assets, accessibility checking.
Use Canva AI or Adobe Firefly to generate 5 facade concepts for a mock project. Cost: free, 1 hour.
PGC could respond to RFPs with compelling visuals in hours, not days.
Anthropic's open standard for connecting AI to external data/tools. Like USB-C for AI — one protocol, any tool. Adopted by OpenAI, Google.
Connecting AI to CRM/ERP, live databases, and building reusable tool connectors.
Build an MCP server connecting Claude to a SQLite database of PGC projects. Ask which projects are over budget. Cost: free, 2-3 hours.
PGC could connect AI to accounting, PM, and inventory without custom integrations.
Long-range, low-power wireless mesh without cellular/WiFi. Meshtastic, Reticulum enable peer-to-peer messaging and sensor networks over miles on a single battery.
Off-grid site communication, remote asset tracking, agricultural monitoring, emergency networks.
Buy two Meshtastic devices ($30 each). Set up a mesh network across office/parking lot. Cost: ~$60, 1 hour.
PGC works on sites with spotty cell coverage. LoRa keeps crews connected without infrastructure costs.
Running AI on local devices instead of cloud. Quantization and pruning make models 10-100x smaller. Apple Neural Engine, Qualcomm AI Hub, llama.cpp.
Real-time safety monitoring, offline voice transcription, on-device defect detection, privacy-preserving AI.
Install llama.cpp on a laptop or Raspberry Pi 5. Run a 7B model locally vs cloud. Cost: free, 1 hour.
PGC field crews need AI that works without reliable internet.
Next-gen electric actuators for humanoid robots — lighter, stronger, cheaper than hydraulic. Figure AI, Tesla Optimus, Unitree G1, Fourier GR-1 driving costs down.
Warehouse handling, construction material transport, hazardous inspection, repetitive assembly.
Research Unitree G1 or Fourier GR-1 specs. Compare to PGC material handling needs. Build ROI model. Cost: free, 2 hours.
Humanoid robots could handle glass transport and installation prep within 3-5 years. Track now, pilot soon.
Persistent memory for AI agents — retaining context, learning from interactions, building knowledge graphs. Mem0, Zep, Letta enable recall across sessions.
Customer service agents remembering clients, PM bots tracking decisions, personal AI learning work patterns.
Install Mem0. Have a 10-turn conversation about a mock PGC project, restart, and ask what was decided about the glazing spec. Cost: free, 1-2 hours.
PGC AI tools need to remember project history and client preferences. Without memory, every session is a blank slate.
AI on encrypted/anonymized data — federated learning, differential privacy, homomorphic encryption, secure enclaves. Use AI without exposing sensitive data.
Banks training on customer data, hospitals sharing research, construction firms analyzing projects without exposing to competitors.
Set up local Ollama with mock PGC data. Verify no data leaves the machine. Document for compliance. Cost: free, 1 hour.
PGC handles proprietary project data and competitive pricing. Privacy-preserving AI leverages AI without trusting third parties.
AI agents controlling browsers to navigate, fill forms, extract data. Browser Use, Stagehand, Skyvern combine LLM reasoning with Playwright/Selenium.
Automated procurement, competitor pricing monitoring, permit filing, data extraction from legacy systems.
Install Browser Use. Task: Go to three glass supplier websites, find half-inch tempered clear glass prices, compile a table. Cost: free, 2 hours.
PGC sources from multiple suppliers with online portals. Browser agents automate quotes, orders, and inventory checks.
AI generating CAD models and engineering drawings from text or sketches. Text-to-CAD, DeepCAD (open source); Autodesk Forma, nTop (commercial).
Custom glazing components, fabrication-ready drawings from sketches, automated BOMs, design optimization.
Try Text-to-CAD (open source, 1.6K GitHub stars) with: Rectangular aluminum curtain wall frame, 6ft x 10ft, thermal break. Export to DXF. Cost: free, 1 hour.
PGC could design custom flashings and adapters in-house instead of waiting weeks for fabricator drawings.
Marketplaces for reusable agent skills — plugins giving agents specific capabilities. Chrome Web Store for AI. OpenAI GPT Store, Anthropic ecosystem.
Rapidly adding capabilities without coding, sharing skills across teams, building industry-specific marketplaces.
Browse OpenAI GPT Store or Claude tools. Find 3 skills for PM/construction. Test with mock PGC tasks. Cost: free, 1 hour.
PGC could build an internal skill library — glazing calculator, submittal review, field report — shared across the 34-person team.
AI learning by interacting with the physical world — robots, drones, autonomous vehicles improving through trial and error. NVIDIA Isaac Sim, DeepMind RT-2, Stanford Mobile ALOHA.
Robots learning installation by watching humans, drones mapping sites autonomously, self-driving forklifts adapting to layouts.
Watch Mobile ALOHA or Figure AI demos. Identify one PGC task learnable by demonstration. Document the capability gap. Cost: free, 1 hour.
Within 5-10 years, embodied AI could handle repetitive glazing tasks. PGC should identify demonstration-learnable tasks now.
Training AI across decentralized data without centralizing it. Each node trains locally, shares model updates only. Apple, NVIDIA, and healthcare use it in production.
Training QC models across job sites without sharing photos, collaborative pricing models across offices, privacy-compliant benchmarking.
Set up a mock federated learning demo with PySyft or Flower. Train an image classifier on two nodes with different datasets. Verify global model improves without data sharing. Cost: free, 3-4 hours.
PGC could train AI on all job sites without exposing proprietary photos or client info to a central server.
| # | Technology | Category | MVP Cost | Time |
|---|---|---|---|---|
| 1 | AI Agent Orchestration | AI/ML | Free | 2-3 hrs |
| 2 | Coding Agents | AI/DevTools | Free | 2 hrs |
| 3 | Multimodal Generation | AI/Creative | Free | 30 min |
| 4 | AI Design Tools | AI/Design | Free | 1 hr |
| 5 | MCP Protocol | AI/Infra | Free | 2-3 hrs |
| 6 | LoRa Mesh Radio | Hardware/Net | ~$60 | 1 hr |
| 7 | Edge AI | AI/Hardware | Free | 1 hr |
| 8 | Humanoid Actuators | Robotics | Free | 2 hrs |
| 9 | Agent Memory | AI/Infra | Free | 1-2 hrs |
| 10 | Privacy-Preserving AI | Security | Free | 1 hr |
| 11 | Browser Automation | AI/Automation | Free | 2 hrs |
| 12 | Text-to-CAD | AI/Mfg | Free | 1 hr |
| 13 | Agent Skill Ecosystems | DevTools | Free | 1 hr |
| 14 | Embodied AI | Robotics | Free | 1 hr |
| 15 | Federated Learning | AI/Infra | Free | 3-4 hrs |