DC
Great Lakes Auction Group Post-sale operations · Oct 16, 2026 demo
Demo environment
OM
Operational command center

Good afternoon, operations team.

Your auctions are closed. AuctionOps is helping resolve the exceptions between invoicing, collection, buyer pickup and consignor settlement.

INTRODUCING AUCTIONOPS

From auction close to
every exception resolved.

An operations agent that reads auction records, checks policies, prepares the next action, asks for approval and verifies completion. It does not replace your bidding or auction accounting system.

Priority exceptions

Open cases ranked by the need for action

Where work gets stuck

Demo cases by operational category

Real automation, not another reportThe agent prepares validated correspondence, requests approvals, records a simulated action and checks whether the case can be closed.

Auction lifecycle, with AgentHub in the gaps

Keep existing bidding, finance and fulfillment software as systems of record.

Close & clerkUse existing auction platform
ReconcileImport results, invoices and payments
Resolve exceptionsAgent investigates and prepares actions
Approve & actPolicy gates, authorized handoffs
Verify outcomeAudit trail, closure and ROI
Agent workflow simulator

Exception workbench

Choose a real-world-style exception, run a traceable investigation, review the recommendation and simulate a controlled action.

Controlled decision-making

Approval center

Financial changes, customer messages and sensitive auction actions require explicit authorization. Each proposal is linked to its source evidence.

Production guardrailA simulation approval only updates the browser prototype. A production system must independently authenticate the approver, check RBAC and policy, log versions and execute idempotent writes through permitted integrations.
Post-sale coordination

Buyer payments & pickup

Coordinate outreach and follow-ups after the auction. No live cards are charged and no real buyer is contacted.

Buyer-facing cases

Simulated buyer invoices and shipping issues

Automation boundaries

Actions allowed only within the owner's auction terms

Reminders and pickup invitations

Prepare contextual messages, request approval and simulate delivery.

Failed payments

Send payment-instruction requests; never reattempt or create charges without authorization.

Release checks

Pickup or shipment remains blocked until authoritative payment and hold conditions are satisfied.

Disputes

Route to an employee. No automatic fee decisions or assertions of abandonment.

Consignor operations

Settlement assurance

Detect mismatches between hammer, commission, charges and seller payout drafts before a settlement is finalized.

Draft settlement reconciliation

Synthetic example: seller C-021

Variance detected

What AuctionOps should do

Read only from source records

Use finalized lot sales, signed consignor agreement, fees and payment ledger.

Find mismatched values

Calculate using deterministic currency arithmetic, not LLM guessing.

Request finance review

Prepare evidence, freeze proposed settlement updates and require explicit approval.

Reconcile after approval

Verify the original platform reflects the expected adjustment; never represent demo approval as actual payout.

Outcome analytics

Measure completed work.

Show the value of cases actually resolved, rather than claiming every detected issue is a saving.

Time-value estimator

Change assumptions for a prospective auction-house pilot

Illustrative potential value

Not actual customer savings

Hands-on hours released per month
29.3h
Monthly labor-capacity value
$790
Capacity value less platform subscription
-$110
Capacity value is not guaranteed cash savings. This model excludes onboarding, integrations, AI costs, human review, and any additional recoveries. Only verified closed-case outcomes should enter customer ROI.

Live demo case outcomes

Derived from the actions taken in this browser session

Proposed pilot KPIs

Case completion rate

Cases resolved with evidence, not only messages generated.

Hands-on minutes eliminated

Baseline time-and-motion versus observed agent-assisted cases.

Invoice / consignor exception aging

Time from detection to confirmed resolution.

Approval compliance and financial accuracy

Policy violations, incorrect adjustments and audit completeness.

Integration strategy

Keep your auction platform.

Connect the existing system of record to an AgentHub orchestration layer. This demo does not claim current partner API access.

Architecture principles

Build the integration once, configure the workflow per auction house

First: CSV / permitted exportsRead finalized auction, invoice, payment and consignor data. Use immutable import identifiers and reconciliation checks.
Then: approved API connectorsRead and write only when the platform supports the capability and the auction house authorizes it.
Always: human checkpointsNo autonomous payment captures, refunds, tax overrides, invoice deletions, payout release, or lot reassignment.
MyDCentral AuctionOps · Concept prototype · All brands are illustrative integration candidates · No external integrations, messages, payments or customer records are used.