Real-world AI architectures built on open-source foundations.
Self-hosted, fully auditable, and designed for mission-critical operations.
Manual procurement processes cause stockouts and excessive inventory costs in renewable energy operations.
AI-driven supply chain that monitors inventory levels, scrapes supplier pricing in real-time, and auto-generates purchase orders for human approval.
70% reduction in procurement cycle time, 15% cost savings on parts through real-time price comparison
Field technicians lack real-time access to equipment manuals, safety procedures, and diagnostic data at remote sites.
Edge-deployed AI agent with offline-capable RAG, voice interface, and live sensor integration for hands-free field support.
40% reduction in mean-time-to-repair, 60% fewer return trips for missing information
Product requirements get lost in translation between specification documents and development tasks.
AI pipeline that parses PRD documents, generates structured task breakdowns, and syncs bidirectionally with project management tools.
85% reduction in task creation overhead, complete traceability from requirements to deliverables
Organizations need AI-powered knowledge search but cannot send sensitive documents to external cloud services.
Self-hosted RAG system with enterprise document management, end-to-end encryption, and complete data sovereignty.
100% data sovereignty compliance, zero external API costs, full audit trail for regulated industries
The same engineering-grade AI systems, positioned for what matters most to you.
Reduce vendor dependency and operational risk while accelerating your AI strategy. See measurable ROI from deployed systems, not pilot projects.
See Client ResultsProduction-ready systems built on standards you trust. Full source code, auditable architecture, real engineering calculations.
Try Our Engineering ToolsOn-prem or air-gapped deployment. No data leaves your infrastructure. SOC 2 inherited compliance. Full audit trail.
Review Security OverviewTwo self-hosted options for different collaboration needs
| Feature | Nextcloud Talk | Matrix / Element |
|---|---|---|
| Primary Use Case | Internal HQ Communications | Federated Multi-Organization |
| Encryption | Transport + At-Rest | Full End-to-End (E2EE) |
| AI Integration Context | ERPNext Approval Workflows | Emergency Shutdown Triggers |
| Federation Model | Single Organization | Cross-Org Bridges |
| Self-Hosting | Full Support | Full Support |
| File Sharing | Native (Nextcloud Files) | Via Integrations |
| Best For | Teams already on Nextcloud | Multi-vendor collaboration |
Both platforms integrate with our AI systems for automated alerts, approvals, and escalations.
We believe renewable energy AI shouldn't be gated by high licensing fees. For mission-aligned projects, we offer flexible pricing.
Supporting energy access initiatives in emerging markets and underserved regions.
Giving local cooperatives and independent operators a leg-up into AI-powered operations.
Always open to mission-driven projects advancing clean energy access globally.
Tell us about your mission and we'll work together to find a pricing model that makes sense.
Apply for Impact PricingBook a technical scoping call to discuss how these architectures can be adapted for your organization.