Supplier operations, agentifieddemo

One day of supplier operations at Hallam Industrial Group

400 events, 4,800 suppliers, four agents, one person at the gate. Synthetic data, scripted outcomes, nothing here calls a model.

The company

Hallam Industrial Group Ltd fictional

revenue, FY27
third-party spend
active suppliers
contracts in force
invoices a year
single-source above $1m
Spend by category

Where $610m goes

12 categories, 40 sub-categories. Bars are 12-month spend; the figure is supplier count.
The supplier base, live

4,800 suppliers. 28 of them need a decision today.

in limits on watch high risktoday's showcasetouched today
Last 90 days

Invoices a day, exceptions a day

touchless, 90-day
invoice lines at contract price
2.4 dmedian onboarding, was 19
invoices on hold now
Run the day

Monday 14 September 2026 · 400 events

Every request, email, invoice and monitoring signal that reached supplier operations today, in arrival order. Watch the agents clear the routine and hand the rest to a person. Click any row to open it in the chain.

0processed
touchless
0to the gate
0blocked
$0loss prevented
$0recovery raised
Nothing processed yet. Run the day, or open a showcase event on the right.
Showcase events

28 scenarios worth watching closely

Planted in the data so every number reconciles with the ledger, the contracts and the supplier record. Filter by family, click to open.

01
Intake and verificationRequests, emails, invoices and monitoring signals in any format, resolved to a supplier and checked against registers and sanctions lists
Idle
02
Master data and contract complianceBank details verified by name-match and call-back, terms and prices matched line by line to the contract. Blocks what fails, never patches it
Idle
03
Performance and riskOn-time-in-full, quality, financial health, concentration and adverse media on one supplier scorecard
Idle
04
Sourcing actionPrepares the commercial move with its evidence: onboarding terms, credit claims, second sources, safety stock
Idle
Human · Supplier master and commercial approval

Nothing on this page creates a supplier, changes a bank account, claims a credit or moves volume without a person.

No items awaiting approval yet.
The data behind the day

Suppliers, contracts, invoices and events, all synthetic, all reconcilable

0Events processed today
Touchless
$0Loss prevented
$0Recovery raised
0Human decisions signed
Sources for the figures quoted in narratives. FBI Internet Crime Complaint Center, 2025 Internet Crime Report (BEC US$3.05bn, 24,768 complaints) · ACCC / National Anti-Scam Centre, Targeting Scams 2025 (payment redirection A$166.8m) · Australian Banking Association, Confirmation of Payee, live from July 2025 · World Commerce & Contracting with Ironclad, Closing the Procurement Value Gap, 2026 (11% of contract value lost after signing) · The Hackett Group, Digital World Class Procurement, Jul 2025 · Van Hoek, DeWitt, Lacity, Johnson, How Walmart Automated Supplier Negotiations, HBR, Nov 2022 (68% of tail suppliers closed, 3% gain, +35 days) · Resilinc, disruptions up 38% in 2024.