01 · Workflow
Quoting
- Current pain
- Manual quote build
- AI-enabled improvement
- AI quoting engine drafts from product catalogue and win patterns
Impact: Quote cycle: 2d → 2h
Service: AI AgentsMANUFACTURING & WHOLESALE
The margin's already there. It's stuck in the workflow.
Australian manufacturers, distributors, and wholesalers lose more margin to operational drag than to pricing. Quotes take days, stock figures are best-guesses, supplier comms live in someone's inbox, and the weekly margin number arrives on a Friday after a long compile. AI turns the operating data you already have into faster decisions and cleaner workflows.
The pain right now
- Quotes that take days to turn around while the buyer talks to your competitor
- Stock figures that nobody trusts until they walk into the warehouse
- A margin number that arrives a week late, every week
What changes after we build
- Quote drafts in minutes, signed within the day
- Live stock and order visibility, with exceptions flagged before customers ring
- Margin and stock movement reported daily, decision-ready by Monday morning
Where AI creates leverage
The highest-leverage workflows to automate first.
Start where manual work is slow, repetitive, and expensive to get wrong.
- 02 · Workflow
Order capture
- Current pain
- Email-to-ERP retyping
- AI-enabled improvement
- Order intake agent parses orders, lands them in ERP
Impact: Order entry errors: −80%Service: Workflow Automation - 03 · Workflow
Inventory
- Current pain
- Stock figures untrusted
- AI-enabled improvement
- Live inventory dashboard with exception alerts
Impact: Stockout incidents: −40%Service: Operating Intelligence
View all Manufacturing workflows10
- Quoting
Manual drag · Manual quote build
First AI agent · AI quoting engine drafts from product catalogue and win patterns
AI AgentsQuote cycle: 2d → 2h - Order capture
Manual drag · Email-to-ERP retyping
First AI agent · Order intake agent parses orders, lands them in ERP
Workflow AutomationOrder entry errors: −80% - Inventory
Manual drag · Stock figures untrusted
First AI agent · Live inventory dashboard with exception alerts
Operating IntelligenceStockout incidents: −40% - Supplier comms
Manual drag · Inbox-based chasing
First AI agent · Supplier follow-up agent with cadence and escalation
AI AgentsOn-time supplier delivery: +15pp - Customer support
Manual drag · Status enquiries flood inbox
First AI agent · Order status responder pulls live ERP data
AI AgentsTier-1 deflection: 30–50% - Margin reporting
Manual drag · Weekly compile, manual
First AI agent · Live margin dashboard with AI variance narrative
Operating IntelligenceReporting cycle: 5d → 1d - Product content
Manual drag · Slow product listing copy
First AI agent · Product description engine pulling from spec sheets
AI Marketing & Search VisibilityTime to listed: 5d → 1d - Quality control
Manual drag · Manual issue logs
First AI agent · Quality issue classifier with trend surfacing
Bespoke AI SystemsIssue-to-action: −50% - Onboarding
Manual drag · Tribal SOPs
First AI agent · AI-searchable SOP layer and role-based training
AI Workshops for TeamsOnboarding: 6w → 3w - Leadership briefings
Manual drag · Weekly lag
First AI agent · Monday operating brief: orders, stock, margin, risks
Executive AI EnablementBrief read in <5 min
Training needs by role
Who needs to learn what, by the time AI lands.
Role-specific capability paths so AI lands as adoption, not enthusiasm. Every row maps to a named Edison AI training service.
Owner / GM
Strategic AI, decision support
Executive AI EnablementFocusOperating brief writing, scenario planningWorkflowMonday brief, pricing decisionsRiskMargin accuracySales
Quoting, customer comms
Role-Based AI Workflow TrainingFocusAI quote drafting, follow-up cadenceWorkflowQuotes, account reviewsRiskMargin disciplineCustomer service
Status replies + drafting
AI Playbooks & Prompt SystemsFocusOrder status, complaint commsWorkflowTier-1 enquiriesRiskToneOperations
Exception management
AI AgentsFocusStock monitoring, supplier follow-upWorkflowDaily exception triageRiskSignal vs noisePurchasing
Supplier comms automation
Workflow AutomationFocusFollow-up cadence, escalation rulesWorkflowPO chaseRiskSupplier relationshipsWhole team
Foundations
AI Workshops for TeamsFocusTools, prompts, safe useWorkflowDaily workRiskInconsistency
Dashboards we build for manufacturing & wholesale
The numbers that actually move the week.
Four operating dashboards we typically build for this industry, each tuned to a specific decision cadence rather than a generic reporting suite.
- Dashboard 01
Owner's Operating Brief
Orders open, stock at risk, margin this week, supplier health, top 3 risks
- Sources
- ERP, Xero, freight
- Used by
- Owner, leadership
- Decisions improved
- Pricing, hiring, supplier conversations
Layout · 3 tiles + AI brief + risk strip
- Dashboard 02
Stock Exception Radar
Stockouts, near-stockouts, overstocks, ageing inventory
- Sources
- ERP (Unleashed, Cin7, NetSuite)
- Used by
- Ops, purchasing
- Decisions improved
- What to reorder, what to discount
Layout · Traffic-light tile grid + sortable list
- Dashboard 03
Sales Pipeline & Quote Conversion
Quotes out, conversion rate, average margin per quote, slipping deals
- Sources
- HubSpot, ERP
- Used by
- Sales lead
- Decisions improved
- Where to spend selling time
Layout · Funnel + conversion bar
- Dashboard 04
Supplier Health Board
On-time delivery, late deliveries, average lead time per supplier, AI-summarised risk
- Sources
- ERP, supplier comms history
- Used by
- Purchasing, GM
- Decisions improved
- Which suppliers to negotiate or replace
Layout · RAG grid by supplier
What the build looks like
Visual modules that show the operating layer.
How manufacturing & wholesale buyers see their own workflow reflected back: the before-and-after, the dashboards, the prioritisation grids, the journeys and status boards. Every module below is mocked from a real engagement shape.
- Module 01
Operating Drag Map
Order's journey from enquiry to payment with the manual lag shown beneath each stage and the AI-enabled cycle time above.
Before / after5 stages01 Enquiry
Order intake agent parses and routes
Email-then-call routine
02 Quote
AI quoting engine drafts from win patterns
Built by hand from spreadsheets
03 Order
Auto-parse to clean ERP line
Retyping PDF into ERP
04 Fulfilment
Order status responder pulls live ETA
Status chased by phone
05 Invoice / payment
AI variance narrative on Monday
Weekly recon
Top line shows the AI-enabled state. Strike-through line shows what the team currently does by hand.
- Module 02
Margin Operating Dashboard
Live margin by product, customer, channel with a Monday-morning AI narrative explaining the week's variance.
Dashboard previewLive31.2%
Margin this week
↓4.1%
vs forecast
2
SKUs need repricing
AI weekly summary
“Margin down 4.1 pts driven by two large supplier increases not yet repriced. Reprice SKUs 14 and 27 before Friday. Top-customer renewals on track.”
- Module 03
Stock Exception Radar
Circular radar visualising SKUs by stock health. At-risk SKUs sit closer to centre; healthy SKUs orbit further out.
Risk radar8 trackedToday- High risk
- SKU 14 — stockout in 3 days
- SKU 27 — supplier slip 14 days
- SKU 41 — ageing 90+ days
- Watching
- SKU 09 — near-stockout 9 days
- SKU 18 — supplier price up 6%
- SKU 33 — slow-moving
- Steady
- SKU 07 — healthy lead time
- SKU 22 — on contract
- Module 04
AI Opportunity Matrix
Value vs effort grid plotted with the 10 opportunities from the table above. Prioritisation aid for the operating team.
AI opportunity matrix8 plottedQuestion marksStrategic betsFill-insQuick winsOPSQMSOC- Order intake agent
- PO chase automation
- Stock exception radar
- Quoting engine
- Margin variance brief
- Supplier health grid
- Order status responder
- Catalogue copy generator
- Module 05
Supplier Health RAG Grid
Suppliers colour-coded by on-time performance with an AI summary on hover. The negotiation prep tool nobody had.
Status boardLive signalSource On time Lead time Quality Pricing Supplier — Anchor Metals Supplier — Pacific Components Supplier — Trent Fasteners Supplier — Vista Packaging Supplier — Helix Polymers Supplier — Northbridge Steel - Steady
- Watching
- At risk
Case for Change
From workflow visibility to sequenced AI implementation.
Want a version of these modules shaped to your manufacturing & wholesale setup? Tell us the stack, the workflows, and the stakeholders. We'll come back with a sequenced plan.
Talk to the teamRecommended AI agents for Manufacturing teams10
01
AI Quoting Engine
Drafts quotes from product catalogue, win patterns, and customer history.
Why it matters: Speed and consistency at the moment of truth.
AI Agents02
Order Intake Agent
Parses customer POs (PDF, email, EDI) into clean ERP records.
Why it matters: Removes the highest-volume retyping job in the business.
Workflow Automation03
Stock Exception Radar
Live monitor surfacing stockouts, slow movers, and unusual demand.
Why it matters: Prevents the calls customers shouldn't have to make.
Operating Intelligence04
Supplier Follow-up Agent
Chases POs, ETAs, invoices on a cadence; escalates the laggards.
Why it matters: Removes the most invisible drag in operations.
AI Agents05
Order Status Responder
First-touch reply to where's my order with live ETA.
Why it matters: Deflects 30 to 50% of routine status enquiries.
AI Agents06
Margin Operating Dashboard
Live margin by product, customer, channel, with AI variance narrative.
Why it matters: Replaces a person-day of weekly compile work.
Operating Intelligence07
Product Description Engine
Pulls spec sheets and creates listing-ready content in brand voice.
Why it matters: Faster GTM, fewer marketing bottlenecks.
AI Marketing & Search Visibility08
Quality Issue Classifier
Categorises QA issues, surfaces patterns, suggests root cause.
Why it matters: Faster fixes, fewer repeat issues.
Bespoke AI Systems09
SOP Knowledge Layer
AI-searchable repository of process documentation.
Why it matters: Halves onboarding time, removes the ask-Dave dependency.
Bespoke AI Systems10
Executive Operating Brief
Monday-morning summary of orders, stock, margin, supplier health, team capacity.
Why it matters: Turns Monday from compile day into decision day.
Executive AI EnablementCommon workflows we automate10
- Quoting.AI quoting engine drafts from product catalogue and win patterns
- Order capture.Order intake agent parses orders, lands them in ERP
- Inventory.Live inventory dashboard with exception alerts
- Supplier comms.Supplier follow-up agent with cadence and escalation
- Customer support.Order status responder pulls live ERP data
- Margin reporting.Live margin dashboard with AI variance narrative
- Product content.Product description engine pulling from spec sheets
- Quality control.Quality issue classifier with trend surfacing
- Onboarding.AI-searchable SOP layer and role-based training
- Leadership briefings.Monday operating brief: orders, stock, margin, risks
Relevant Edison AI services6
Workflow AutomationBespoke AI SystemsOperating IntelligenceAI AgentsAI Readiness AuditAI Playbooks & Prompt Systems
Edison AI builds on your existing stack (MYOB, Xero, Unleashed, Cin7, NetSuite, SAP B1). No replatforming.
Manufacturing FAQs10
Is AI useful for SMB manufacturers and wholesalers?
Yes, particularly for businesses with multiple SKUs, multiple suppliers, or multi-channel sales. AI has highest leverage in quoting, inventory exceptions, supplier comms, and margin reporting.
What workflows should we automate first?
Typically quoting, order intake, and the operating brief.
Will this work with our ERP (Unleashed, Cin7, MYOB, Xero, NetSuite, SAP B1, Dynamics)?
Yes. We build on top of your existing stack.
How long does implementation take?
First system live in 3 to 5 weeks. Full programme in 12.
What about data privacy and supplier confidentiality?
ACSC and OAIC aligned. Sensitive data stays in your environment.
How do we train staff?
Foundations first, then role-based training tailored to operations, sales, purchasing, and finance.
What should owners actually measure?
Quote cycle time, on-time supplier delivery, stockout incidents, margin variance, reporting cycle time.
Does AI replace staff?
No. It removes the manual drag so staff can do higher-value work.
What's the best first step?
A fixed-fee Readiness Audit. Two weeks, real roadmap.
Can AI help with quality control?
Yes, through classification and trend surfacing. Decisions stay with humans.
Work with us
Pick the workflow with the biggest weekly drag. That's the first agent we build.
Most manufacturers and wholesalers we audit find 15 to 25 hours of weekly drag in the first pass, with quote cycle time and supplier follow-up as the usual culprits. Two weeks. Fixed fee. A specific list of where to start.
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