Operations Agent
The agent works across the order book, production stages, dispatch, and delivery commitments: generating the morning briefing, flagging OTIF and promise-date risk, drafting customer updates, and queuing consequential actions for approval.
Agent in Action
Operations control fails in the gaps between ERP, email, dispatch, and customer communication. The agent keeps those gaps visible while there is still time to act.
Order enters the active book or stage changes
Production stage tracked against SLA and backlog trend
OTIF and promise-date risk flagged before the window closes
Morning order-book briefing generated for Ops Lead
Customer status update queued when promise is at risk
Weekly OTIF and fulfilment scorecard generated
Operating Model
Runtime Duties
This is the practical operating surface: the checks it runs, the work it performs, and the actions that stay governed.
Generates the daily order-book briefing by customer, SKU, stage, and risk.
Flags OTIF drift and promise-date risk before the delivery window closes.
Drafts customer status updates when an order deviates from its commitment.
Escalates orders stuck in a stage past the configured dwell time.
Builds weekly OTIF and fulfilment scorecards automatically.
Every active order against its SLA and promise window.
Backlog build-up by production stage before it reaches dispatch.
OTIF drift by customer, SKU, carrier, and region.
Orders signed but not released into production inside the expected window.
Operational Scenarios
The point is not a smarter dashboard. The point is the moment between a gap appearing and the team being able to act on it.
A high-volume order enters dispatch but the carrier has not confirmed pickup.
The ops manager finds out from the customer complaint call.
The agent flags the gap before the window closes and drafts a carrier escalation for one-click approval.
OTIF on a key customer drifts for three weeks before anyone connects the pattern.
The issue appears in the monthly review after service damage is absorbed.
The agent flags the drift after week one and adds it to the morning briefing with affected orders listed.
Focused Metric Impact
Zipdata agents are not generic metric coverage. Each one owns a focused process slice and is measured against the operating outcomes that process can actually move.
Protects throughput by keeping every active order moving toward fulfilment and catching backlog before it compounds.
Prevents OTIF misses by detecting promise-date risk and delivery drift before customer commitments break.
How It Is Operationalised
Behind every named agent is a workspace configuration: typed data, watches, feeds, tools, approvals, and memory.
Orders, customers, SKUs, stages, shipments, carriers, commitments, and dispatch events.
Stage dwell time, OTIF drift, promise-window breach risk, and backlog build-up.
Morning order-book briefing, customer update, OTIF scorecard, and exception dashboard.
Customer notification draft, record update, carrier escalation, and approval queue.
Runs Inside a Workspace
This agent is one program running against a shared workspace: connected entities, analytics, watches, feeds, tools, and approval policies. The same workspace can host several agents, each focused on a different process and metric pair.
See it live in your operation
We configure the Operations Agent against your order entities, SLA definitions, and escalation policies, then deliver the first briefing before we meet.