Industries · Industrial & Construction

Operational AI for the field and the plant.

Move projects, assets and supply chains forward — with AI agents that operate inside your systems, coordinate the field, and keep work moving from plan to delivery.

Trusted across industrial operations
Construction & EPC
Manufacturing
Supply chain
Asset operations
Industry challenges

Work happens in the field, not the spreadsheet.

Projects and plants run on coordination across crews, suppliers and assets — where delays and rework cost the most.

Disconnected systems

Project, ERP and field tools rarely share one source of truth.

Costly delays

Approvals, RFIs and change orders stall progress.

Document overload

Drawings, specs and submittals are hard to keep current.

Supply coordination

AMaterials and logistics require constant chasing.

Asset downtime

Unplanned maintenance disrupts production and schedules.

Safety & compliance

Inspections and records must be complete and current.

Operational AI use cases

Where AI keeps work moving

Project Coordination

Route RFIs, approvals and change orders to keep schedules moving.

Document Control

Keep drawings, specs and submittals current and findable.

Field Operations

Give crews grounded answers and status from the field.

Asset & Maintenance

Predict and schedule maintenance to reduce downtime.

Supply Orchestration

Coordinate materials, logistics and suppliers end to end.

Safety & Inspections

Capture, validate and trace inspections and compliance.

Customer success story
Coordination used to live in inboxes and spreadsheets. A governed agent now keeps RFIs and approvals moving — cutting schedule delays across the project.
DVDirector of OperationsMajor construction & engineering firm
−30%
approval delays
1
source of truth
<3 mo
to a working agent
Why Linnovate

Built for operations that run in the real world.

Industrial experience

Delivery across projects, plants and supply chains.

Integration depth

Connect project, ERP and field systems into one flow.

Operational mindset

Built to perform in production, not just in pilots.

On-premise capable

Deploy where your operations and data live.

Safety & compliance

Records and inspections kept complete and traceable.

Outcome-focused

Measured on schedule, cost and uptime — not demos.

Get started

Start with one operational workflow.

We'll map where AI fits inside your systems and the field, then put a working agent into one workflow — in under three months.