AI & Robotics / Ops intelligence
Forecasts and copilots grounded in your systems.
Predictive ops and assistants that answer from POS, EMS, and plant systems of record — with a named owner after launch.
Overview
Intelligence that earns its seat
Orphan chatbots do not help a morning stand-up. 360XCEL builds forecasts and copilots grounded in POS, EMS, and plant systems of record — with governance and a named owner after launch.
We define the questions ops actually ask (stock, load, maintenance windows), map approved data sources, and ship answers with a clear path back to the system of record.
Access review and ownership ship with the rollout so intelligence does not become shadow IT.
Who this is for
Operators we build this with.
Ops leaders
Teams that need forecasts they can schedule against — not another BI tile.
Multi-pillar operators
Sites running commerce, power, and plant data that should talk.
IT / data owners
Groups that require governance, access control, and citations to systems.
On the floor
Photography from live operating contexts.
Capabilities
Intelligence that earns its seat
No orphan chatbots. We connect to live systems, define the questions that matter, and leave an owner.
- Predictive forecasting for inventory and energy
- Maintenance windows before downtime
- Ops copilots on approved data sources
- Governance and access with the rollout
How we deliver
Discover → pilot → commission → support.
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01
Lock metric
Catch rate, UPH, or forecast usefulness is written before spend — not after a demo reel.
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02
Instrument
Cameras, cells, or data feeds installed against live product and real traffic.
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03
Prove
Pilot window with operators on shift; false-positive and safety budgets enforced.
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04
Scale
Expand only after the first cell or line holds the number; named lead stays through ramp.
Scope
What this engagement covers.
Data
POS, EMS, and plant feeds mapped.
Models
Forecasts ops can schedule against.
Copilots
Scoped answers with citations to systems.
Governance
Access and review in the plan.
Outcomes
What “done” looks like on the floor.
Schedule-grade forecasts
Inventory, energy, and maintenance signals ops can plan against.
Grounded copilots
Answers scoped to approved systems — not free-form hallucination theater.
Owned after launch
Named lead and access review so the tool stays production.
Industries
Verticals where this capability lands.
FAQ
Questions operators ask before kickoff.
Is this a generic chatbot?
No. Copilots are scoped to approved POS, EMS, and plant sources with ownership.
What forecasts do you build?
Inventory, energy load, and maintenance windows — defined against what you can schedule.
Who owns it after go-live?
A named lead. Governance and access review are part of the plan.
Can it span pillars?
Yes when feeds are mapped — that is the point of multi-pillar ops intelligence.
AI & Robotics
Related capabilities in this pillar.
Computer vision
Camera mount, lighting, eval sets, and alert routing for inspection on moving lines — measured by catch rate, not demo reels.
Warehouse robotics
Autonomous mobile robots and pick systems planned for real traffic — with UPH targets and safety zones before hardware lands.
Industrial automation
Collaborative robots, industrial arms, and grippers with fencing, interlocks, and a throughput number you can measure every day.
Systems integration
APIs, dashboards, and support that keep all pillars online — so you are not stitching four vendors after go-live.
Want intelligence tied to live operations?
Send a short brief. A producer replies the same business day. contact@360xcel.com