Manufacturing & Industrial
One graph from purchasing to the plant floor.
Parts, vendors, purchasing, and production planning usually live in disconnected systems. We wire them into one operational graph teams can actually run.
Parts, vendors, orders, and build batches on one governed graph, so planning runs on live data instead of tribal knowledge, and every change shows its downstream impact before it hits the floor.
Inventory teams actually trust
We've governed 157K+ parts on a single operational graph at a trailer plant. Orders, movements, and build batches, traceable end to end.
Shortage detection before the line stops
Agents watch the graph and surface what's needed, what's delayed, and what has to happen next.
AI-assisted procurement
Purchasing decisions grounded in live vendor, lead-time, and inventory data, not last month's export.
Parts, Vendors, Manufacturing orders, Build batches. Modeled as one.
We name the real objects your business operates on, how they connect, and what a person or an agent can actually do to them. That model is the map every decision ties back to.
Data & Platform Engineering
End-to-end builds in your cloud. Data pipelines, standardized transforms, governed datasets, and the ops UI that teams actually run.
Ontology Design & Modeling
We design the object model, the parts, orders, patients, and signatures, that becomes the operational graph your teams work from.
AI & Agent Workflows
AI grounded in your ontology. Agents governed by your business rules, with human-in-the-loop where it matters.
Revenue Ops Agents
Quote-to-cash, billing exceptions, pipeline hygiene. Agents that keep revenue data clean and deals moving without a human chasing every record.
Capabilities
- Lead & account matching
- Quote-to-cash tracking
- Billing exception handling
- CRM hygiene
Supply Chain Ops Agents
Shortage detection, order tracking, vendor scorecards. Agents watching the graph so operators find out about problems before the line stops.
Capabilities
- Shortage detection
- PO & order tracking
- Vendor scorecards
- Inventory reconciliation
Field & Safety Ops Agents
PPE compliance, zone monitoring, damage assessment off cameras and drones you already have. Agents that watch the physical world and file it into the graph.
Capabilities
- PPE & zone compliance
- Incident detection
- Asset & site monitoring
- Damage assessment
01PPE & Zone Compliance
Continuous PPE and zone compliance off existing CCTV, with proprietary zone logic.
02Stockpile Volumetrics
Bulk material volume and quarter-over-quarter change from drone imagery.
04Damage Delta Detection
Stitch alternate angles into a 360 reference, localize physical change against prior state.
Shipped, running, and measured.
Trailer Manufacturing ERP
FactoryOS
Ontology-driven inventory and production workflow connecting vendors, purchasing, and build batches on Foundry & AWS.
157K+
Parts Governed
21K+
Manufacturing Orders
8K+
Units Annually
1,800+
Vendors Integrated