Most manufacturing AI stalls in production for the same reason: the operational systems underneath weren't built to run it. We embed intelligence directly into production workflows, IIoT infrastructure, and operational execution.
The Reality
Manufacturing systems generate massive amounts of operational data, but intelligence still arrives too late to impact production decisions.
Manual validation and disconnected workflows continue to slow execution and erode margin.
A leading conveyor systems manufacturer's order-to-manufacturing cycle required manual bill-of-materials validation on every order, a process bottlenecking engineering throughput for up to six weeks. Sparq built an AI-powered BOM auditing system embedded directly into order-validation workflows, eliminating backlog, reclaiming expert capacity, and compressing lead times from weeks to days.
Proof in production
reduction in manual BOM review time
reduction in workforce cost
reduction in operational scaling costs
Solutions
Ask.IQ connects natural-language queries to production, inventory, and operational data so the right information reaches the right person in seconds, on the floor, without analyst mediation.
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We build the unified data layer across your manufacturing infrastructure that makes predictive maintenance, production scheduling, and supply chain decisions possible at the speed operations require.
Explore Connected Data & Intelligence →
We build the governed AI infrastructure that connects validated data, embedded workflows, and operational intelligence into a foundation ready for autonomous execution, so your operation can scale intelligent decision-making without scaling the risk alongside it.
Explore Enterprise AI & Agentic Readiness →
SUBINDUSTRIES
Order operations, BOM validation, and the production workflows where throughput is determined. We embed AI into the systems that run from order intake to manufacturing start.
Data platforms that unify ERP, supply chain, and inventory systems into a single operational picture. Decisions on procurement, scheduling, and fulfillment made at the speed the operation requires.
IIoT integration across PLC, SCADA, and sensor infrastructure. Predictive maintenance embedded into production scheduling. Equipment intelligence that drives dispatch, uptime, and service decisions.
Production scheduling, quality operations, and the data infrastructure that turns manufacturing output into margin intelligence across facilities, divisions, and product lines.
Learn More
Ready to move AI from the pilot to the production line?
We work inside your production environment to close the gap between operational data and operational decisions.
FAQ
Get the answers you've been looking for.
SUBINDUSTRIES
Industrial Equipment and Materials
Order operations, BOM validation, and the production workflows where throughput is determined. We embed AI into the systems that run from order intake to manufacturing start.
Connected Equipment and Field Service
IIoT integration across PLC, SCADA, and sensor infrastructure. Predictive maintenance embedded into production scheduling. Equipment intelligence that drives dispatch, uptime, and service decisions.
Supply Chain and Inventory Operations
Data platforms that unify ERP, supply chain, and inventory systems into a single operational picture. Decisions on procurement, scheduling, and fulfillment made at the speed the operation requires.
Consumer Goods and Discrete Manufacturing
Production scheduling, quality operations, and the data infrastructure that turns manufacturing output into margin intelligence across facilities, divisions, and product lines.
