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Wayak manufacturing operations dashboard
Use cases · Manufacturing

Run the floor on real-time data.

Wayak unifies production, quality and maintenance data so your team catches cost overruns and downtime before they spread across the line.

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Free 14-day trial · No credit card · Live in days
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Days
From data to live automation
24/7
Cost, scrap & downtime watch
Same-day
Variance flagged, not at month-end
Trusted by industry leaders
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Why teams choose Wayak

Built for the way Manufacturing runs.

Wayak fits the systems, data and workflows your Manufacturing team already uses — and starts paying off in days, not quarters.

One source of truth
Unify MES, ERP, quality and maintenance data into one governed model — no more reconciling spreadsheets across the plant.
Catch problems early
Agents watch cost, scrap and downtime continuously and flag drift before it spreads down the line.
Live in days
Stand up your first variance or maintenance automation in days, then compound from there — not a multi-quarter rollout.
How it works

Live in three steps.

Connect your Manufacturing data, set up the agent, automate with a playbook — in days, not quarters.

1Connect your data
Plug in MES, ERP · SAP, Quality DB and the rest of your stack — Wayak unifies it into one governed source of truth.
MESERP · SAPQuality DBMaintenance logsSpreadsheets
2Set up the agent
Spin up a specialized agent with the role, skills and context of your operation — not a generic chatbot.
3Automate with a playbook
Turn it into a scheduled report, real-time alert or multi-step pipeline that runs and monitors itself.
See it in action

Manufacturing use cases, worked end to end.

Three real workflows your team can stand up in days — each connects your data, reasons with an agent, and runs on a playbook.

Use case 01

Work-order cost overruns

Overruns surface weeks later in month-end reporting, long after the job is closed.

ConnectMES · ERP · SAP · Material ledger
Agenta cost-variance agent that reconciles planned vs. actual on every work order
Automatea daily variance report that alerts the plant manager the moment a job runs hot
→Overruns flagged the same day — not at month-end.
Wayak Manufacturing workflow
Use case 02

Predictive maintenance

Unplanned downtime stops the line and nobody saw the failure coming.

ConnectSensor / IoT · Maintenance logs · Asset registry
Agenta reliability agent that scores asset health from sensor trends and service history
Automatea maintenance queue that schedules service before equipment fails
→Downtime caught before it stops production.
Wayak Manufacturing workflow
Use case 03

Material variance

Material usage and price swings quietly erode margin between costing cycles.

ConnectERP · Procurement · BOM data
Agenta variance agent that compares actual consumption and price to standard
Automatealerts to procurement and finance the moment variance breaches threshold
→Margin leaks caught in real time.
Wayak Manufacturing workflow
The full library

Everything Wayak automates in Manufacturing.

Every item is a ready-to-run use case — connect the data, set up the agent, automate with a playbook.

01
Production cost tracking
Flag work-order cost overruns daily with automated variance alerts.
02
Quality tracking
Surface defect trends by line, shift and supplier as they emerge.
03
Shift performance
Compare output, yield and scrap across shifts and crews.
04
Maintenance scheduling
Predict and schedule maintenance before equipment fails.
05
Material variance
Catch material usage and price variances the moment they happen.
Enterprise-grade by design

Connect everything. Secure everything.

Wayak is built for enterprises that need to unify many sources without compromising on control, privacy or compliance.

Connect any source
Securely link warehouses, lakes, ERPs, CRMs and APIs — no duplicated state.
SOC 2 Type II
Independently audited controls across security, availability and confidentiality.
Encrypted end-to-end
Encryption in transit and at rest, with keys you control.
Role-based access
Precise, per-role permissions so people see exactly what they should.
Private deployment
Deploy in your own environment. Your data never leaves your perimeter.
Full audit trail
Every request, agent action and data access traced and exportable.

“We feed Wayak our production and ERP data and it tells us where we're losing money before the shift even ends. It paid for itself in the first quarter.”

MA
VP, Operations
Global manufacturer
Explore other industries
Customer ServiceInsuranceHRRetailLogisticsFinance & BankingHealthcareEnergy & UtilitiesReal Estate

Put Manufacturing operations on autopilot.

Spin up a free trial, connect your MES data, and stand up your first Manufacturing automation this week — no credit card required.

Start your free trial
Free 14-day trial · No credit card · Live in days
Prefer a walkthrough? Book a demo →