Manufacturing Industry 90-day fee/work pause

Your ops team processes more paperwork than products.

Purchase orders take 20-30 minutes each because manual entry from email, fax, and PDF is your ops team's full-time job.

AI workers take over the routine work of this role, while your team keeps the judgment calls. AI workers handle PO processing, quality docs, and supplier communication end-to-end.

Target go-live: about 30 days from kickoff. Your timeline is set in your SOW.

01 50+ POs Processed Daily
The challenge

Your manufacturing operations reality

Data entry is consuming your ops team's productivity.

01

Your ops team processes 50+ purchase orders daily

Each taking 20-30 minutes of manual entry from email, fax, and PDF attachments

02

Quality documentation consumes 4-6 hours per day

Forms, signatures, audit trails, and traceability records for ISO/FDA compliance

03

Supplier communication is constant back-and-forth

PO confirmations, lead time updates, shipping notifications, and exception handling

04

Your ops and procurement team is stuck on data entry

The team spends 65% of its time typing instead of managing supplier relationships

Where the hours go

Where your ops time actually goes

Task type
Volume breakdown
Time / day
PO Processing & Entry
30-35%
3-3.5 hours/day
Quality Documentation
25-30%
2.5-3 hours/day
Supplier Communication
20-25%
2-2.5 hours/day
Inventory Reconciliation
10-15%
1-1.5 hours/day
Exception Handling
10-15%
1-1.5 hours/day
Integrations

We integrate with your existing stack

Leverwork connects directly to the platforms you already use — no workflow disruption, no new tools to learn.

SAP
ERP
Oracle NetSuite
ERP
Epicor
ERP
Infor
ERP
Fishbowl
Inventory Management
IQMS
Manufacturing ERP
MasterControl
Quality Management
Arena
PLM & Quality
Handled by AI workers

Routine workflows, handled by AI workers with a named person for exceptions

We don't deflect procurement tasks. We process them — completely, with full compliance documentation.

Purchase Order Processing
Before — manual

PO received via email/fax → Manual data entry into ERP → PO confirmation sent → Follow up on acknowledgments → Update delivery schedules (15-20 min per PO, 50+/day)

After — handed to AI

AI captures PO from any source → Auto-enters into ERP → Generates confirmations → Tracks acknowledgments → Updates schedules for review

Quality Documentation
Before — manual

Production batch completed → Manual form completion → Signature collection → Audit trail entry → Document filing (20-30 min per batch, compliance risk)

After — handed to AI

AI captures production data → Auto-generates compliance docs → Collects digital signatures → Creates audit trail → Queues the file for review

Supplier Communication
Before — manual

PO sent → Wait for confirmation → Email follow-up → Chase lead times → Track shipments → Handle exceptions (scattered across email and phone)

After — handed to AI

AI sends PO → Auto-follows up → Captures confirmations → Tracks lead times → Monitors shipments → Handles exceptions automatically

Tools vs. workstreams

Why not just use [industry tool]?

Good question. Here's the difference between adding tools and replacing workstreams.

SAP Ariba

Procurement platform

— Excellent for strategic sourcing but still requires manual PO entry and doesn't automate day-to-day supplier communication
Leverwork

Leverwork handles the entire PO workflow — from capture through confirmation and tracking. Suppliers interact with AI, not your team.

MasterControl Quality

Quality management system

— Great for document control but requires manual data entry and doesn't connect to ERP PO workflows
Leverwork

Full integration with SAP, NetSuite, Epicor, and MasterControl. AI connects quality docs to actual production and PO data automatically.

Offshore procurement support

Human support

— Timezone handoffs, training, and communication quality still need close management
Leverwork

AI applies the same data-entry and compliance rules to every purchase order.

Illustrative scenario

A $65M manufacturer with 6 ops people entering POs and chasing suppliers, with quality documentation a standing audit risk, could expect Leverwork to take over PO processing, quality documentation, and supplier communication: buyers negotiating instead of typing, and quality docs audit-ready by default.
Illustrative scenario
Honest fit

Is Leverwork right for you?

Honest answer: sometimes we're not.

This works best if…

  • Manufacturers with $30M+ annual revenue
  • Companies using SAP, NetSuite, Epicor, or Infor
  • Teams spending 50%+ of time on PO entry and supplier follow-up
  • Organizations with complex quality/compliance requirements

Not ideal if…

— Manufacturers processing fewer than 20 POs/day, companies that already fully automated PO workflows, or firms with simple, transactional supplier relationships. Also not ideal if you want AI to support (not replace) your buyer workflows.

Want the long-form version — implementation stages, failure modes, what to evaluate? Read how AI automation actually works in manufacturing. For what AI is doing on the plant floor itself — QC, predictive maintenance, scheduling — see manufacturing AI: what actually works on the factory floor.

Put AI to work. Keep your people leading.

A full-time AP / bookkeeping seat costs about $68K–$74K a year in wages and benefits (our estimate from BLS 2025/2026 data). Your assessment estimates the numbers for your business. 90-day fee/work pause on agreed SOW metrics

A 20-minute call. We'll show you which seats AI can take over — and where humans stay essential.

Book the 20 minutes