The Ecosystem
Autonomous agents, AI-native apps, and the orchestration engines underneath. Three layers of tools architected for how forward-looking businesses actually run.
Three layers, one operating system
Every tool in the ecosystem sits at one of three layers. Agents act autonomously inside your workflows. Apps give your team an interface to expertise that used to live in someone's head. Engines coordinate everything underneath.
Work that runs itself
Task-specific autonomous agents embedded inside your operations. They act, not chat.
Interfaces to your expertise
Vertical-specific applications that turn tacit knowledge into structured, searchable tools.
The fabric underneath
Orchestration infrastructure: policy, memory, tool routing, and observability for production AI.
Autonomous agents, built for your operations
Task-specific agents that take action inside your systems. No dashboards to babysit, no summaries to skim.
Autonomous oversight across every active engagement. Tracks delivery velocity, surfaces blockers, and synthesizes status rollups across clients, jobs, and teams.
Real-time production tracking and exception handling. Monitors work orders, flags variance against plan, and routes interventions before they become delays.
Autonomous scheduling for crews, equipment, and site logistics. Continuous optimization against weather, availability, and shifting job constraints.
Instance segmentation on architectural blueprints. Extracts linear footages, surface areas, and component counts without a human in the loop.
Apps that compound the work you already do
End-user applications that turn conversations, documents, and tribal knowledge into structured intelligence.
Conversational search for building codes. Localized RAG over municipal codes and project specs with inline citations to the source clause.
Mobile, smart glasses, and drone-integrated visual intelligence. YOLO and ViT-Det models for PPE compliance, automated punch lists, and quality inspection.
Synthesizes QBO and CRM data into a real-time picture of completed jobs versus realized revenue. Project mapping, margin analysis, and time tasking.
The infrastructure everything runs on
Engines coordinate the agents and apps above, with guardrails, observability, and memory built in from the start.
The orchestration fabric underneath every Orchestrator agent and app. Policy, memory, tool routing, and observability purpose-built for production AI.
Ready to embed the ecosystem?
45-minute strategy session to see which agents, apps, and engines fit your operations.