SCM · Illustrative scenario
Supply Chain
Coordinate suppliers, logistics, and exceptions with human approval at defined steps.
End-to-end supply chain orchestration across SAP IBP, Oracle SCM, and supplier portals — the agent watches signals, replans on disruption, and negotiates within policy bounds.
01 · Baseline
The coordination tax, measured.
Pre-agent metrics captured across supply chain workflows during the Phase 01 read-only observation window.
Disruption response
0 hrs
Signal → revised plan in motion
On-time-in-full
0.0%
Trailing 90-day average
Maverick spend
0%
Off-contract POs
02 · Architecture
How the agent core integrates.
Bounded actuation framework wraps every tool. No raw access — typed surfaces, scoped credentials, policy-bound writes.
- 01
Signal mesh
Weather, port congestion, supplier health, demand telemetry — joined into a single planning surface.
- 02
Replan loop
Agent simulates allocation alternatives, drafts customer comms, executes within policy-bound tolerances.
- 03
Supplier comms
Bounded negotiation: agent can rebook, expedite, or substitute SKUs within pre-approved corridors.
03 · Outcomes
Steady state, after rollout.
Illustrative scenario. Illustrative targets against a Phase 01 baseline — not published results.
Disruption response
0 min
−98% vs. baseline
OTIF
0.0%
+9.2pp vs. baseline
Maverick spend
0.0%
−80% vs. baseline
04 · Rollout
Three phases. Timing agreed per engagement.
Reversible at every step: Agents open draft pull requests. A person approves every merge.
Phase 01
Discovery
Read-only observation
Agent senses, plans, and shadows live traffic. Read-only access. Baseline metrics captured.
Phase 02
Pilot
Supervised execution
Every action drafted by the agent, 1-click human approval, and an audit trail in Git: Agents open draft pull requests. A person approves every merge.
Phase 03
Rollout
Bounded autonomy
Full Observe → Decide → Execute → Verify loop. HITL retained only on high-risk thresholds.
Governance
Controls shipped with this workflow.
Mapped to the OWASP Agentic Top 10 (2026): a control map, not an assessment. Mapped · not certified or audited.
- Contract-bound negotiation corridors
- Spend thresholds with HITL
- Supplier code-of-conduct policy
- Full chat + action audit
90-minute discovery workshop
Map this study to your SCM stack.
We baseline your workflows, walk through the phased rollout, and leave you with a deployment plan — not a pitch deck.