Arahi AI

Q: How does AI-powered Celonis EMS automation compare to manual manufacturing processing?

Manual manufacturing workflows involving Celonis EMS require constant context-switching, copy-pasting, and status tracking. Arahi AI eliminates this by handling manufacturing tasks in real-time as Celonis EMS events occur — running 24/7 with consistent accuracy.

Q: How does Celonis EMS automation scale as my manufacturing business grows?

The Celonis EMS integration scales automatically with your manufacturing operations. Whether your manufacturing volume doubles from seasonal demand or business expansion, the AI handles the increased Celonis EMS workload without slowdowns or additional configuration.

Q: Can I customize which Celonis EMS events trigger manufacturing automations?

Yes. You define exactly which Celonis EMS events start manufacturing workflows — new records, status changes, form submissions, or custom triggers. Each trigger can have conditions so manufacturing actions only fire when your specific Celonis EMS criteria are met.

Q: What happens when the AI encounters an edge case in my manufacturing Celonis EMS workflow?

When the AI hits a scenario outside its configured rules for your manufacturing workflow in Celonis EMS, it escalates to your team with full context — the Celonis EMS record, what was attempted, and why it needs review. Your manufacturing pipeline never stalls.

Q: How does Celonis EMS with Arahi AI help Manufacturing teams handle shop-floor data scattered across erp, mes, and email threads?

Arahi AI uses Celonis EMS as a structured surface for the operational work behind shop-floor data scattered across erp, mes, and email threads. Instead of your manufacturing team coordinating manually, the agent listens for the right Celonis EMS events, takes the next action, and escalates only when judgment is required — turning a recurring drain into a measurable workflow.

Q: What Manufacturing workflows can a Celonis EMS agent automate end-to-end?

For manufacturing teams, the highest-leverage automations on top of Celonis EMS target quality escapes caught too late in downstream processes and the routine Celonis EMS-mediated work that surrounds it. An Arahi AI agent runs those flows continuously, captures the audit trail in Celonis EMS, and frees your team to focus on the cases that actually need human attention.

Q: What manufacturing workflows can I automate using Celonis EMS and Arahi AI?

You can automate the full range of manufacturing workflows through Celonis EMS — lead processing, data entry, document handling, customer communications, and reporting. The AI agent reads from and writes back to Celonis EMS so your manufacturing data stays centralized.

Q: What ROI can manufacturing businesses expect from Celonis EMS automation?

manufacturing businesses automating through Celonis EMS typically save 10-20 hours per week on manual processing. The dashboard tracks tasks completed, time saved, and error reduction so you can quantify exactly what Celonis EMS automation delivers for your manufacturing operations.

Q: Can I connect Celonis EMS with other tools in my manufacturing tech stack?

Yes. Arahi AI supports 1,500+ integrations, so your manufacturing workflows can span Celonis EMS and every other tool in your stack. A single automation can pull manufacturing data from Celonis EMS, process it, and push results to CRMs, databases, or communication platforms.

Q: How does Arahi AI keep manufacturing data secure when using Celonis EMS?

All data exchanged between Celonis EMS and Arahi AI during manufacturing processing is encrypted in transit and at rest. We use OAuth for Celonis EMS access, maintain complete audit trails, and follow enterprise-grade security practices for manufacturing compliance.

Automate Manufacturing Operations with Celonis EMS + AI

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Every shift, have @Celonis EMS compile production data from the line, flag out-of-spec units, and post the digest to @Slack #floor-leads.

Working

Shift digest posted. Quality flag highlighted:

Line 2 · Shift A · Mar 10Granola · Auto-captured

Meeting notes

• Output: 8,420 units · 99.4% yield (target 99%).
• Quality flag: 18 units with paint thickness <2.1mm — held for rework.
• Downtime: 12 min · die-change-over (within window).

Sheets · Production logRow added

Line

Output

Yield

Flags

L2 / A

8,420

99.4%

Fewer

Downtime Reduction

unplanned production stops

How you tell it what to do

Built in plain English.

You write the rule the way you'd describe it to a teammate. The agent reads the rule, breaks it into the actions it'll take, and confirms the apps it'll touch — before it does anything.

Your instruction

“Every shift, have @Celonis EMS compile production data from the line, flag out-of-spec units, and post the digest to @Slack #floor-leads.”

What the agent will do

1Read the meeting transcript end-to-end
2Extract decisions, commitments, and next steps
3Update the deal record and advance the stage if criteria met
4Notify the right teammate with the relevant context

Touches

How it works

Get started in three steps

Step 01

Connect Celonis EMS

Authorize Celonis EMS in your Arahi AI dashboard. Projects, clients, and financial data sync instantly.

Step 02

Define Business Workflows

Set up automation rules for Celonis EMS — project milestones, invoice events, or client status changes trigger AI actions. For manufacturing teams, this typically means routing workflows from tools like SAP alongside Celonis EMS.

Step 03

Run Your Business on Autopilot

AI handles the operational work inside Celonis EMS while you focus on growth. Track efficiency gains live.

Review queue

3 pending

Meeting log · Line 2 · Shift A · Mar 10just now

Output: 8,420 units · 99.4% yield (target 99%).

Meeting log · weekly sync2 min ago

Action items extracted; assignees notified in Slack.

Meeting log · pipeline review5 min ago

Three deals moved to next stage; risks flagged for the AE.

Human in the loop

Approve before it sends.

Every draft lands in a review queue. You approve, edit, or reject — the agent never acts on its own unless you explicitly turn that on for a workflow you trust.

Governance

Every action, with the reasoning attached.

Each step the agent takes is logged with what it did, why it did it, and which app it touched. Audit-ready, so security and compliance can sign off without backfilling.

Activity log

Last 30 minutes

Agent2:47 PM
Updated Sheets · Production log with the meeting outcome.
Agent2:46 PM
Advanced deal stage; the criteria for Proposal were met.
Reason: Budget confirmed and decision-maker identified per stage definition.
Agent2:45 PM
Wrote meeting notes for Line 2 · Shift A · Mar 10.
Agent2:44 PM
Read the transcript and extracted action items.
Agent2:30 PM
Triggered by call end event in Granola.

FAQ

Frequently asked questions

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