Causal decision twin · live command deck

Volatility hits.
Kimaru already knows what to do.

Kimaru builds a causal digital twin of your supply chain — so when tariffs spike, a supplier slips, or a typhoon closes a port, you get ranked, auditable actions in seconds, not war-room weeks. You approve. It learns.

48% lower fulfillment risk
6+ systems, one twin
<90s shock → action plan
kimaru · causal decision twin
LIVE
Inject a shock  ›  watch it propagate
Select a scenario to simulate propagation
Order-fulfillment risk
6%
Decision Record 0 entries
Audit trail empty — every shock and approval is logged here with causal rationale + timestamp.
Risk reduction
48%

Up to 48% lower order-fulfillment risk on Kimaru-recommended expedite and re-sourcing actions.

Unified sources
6+

ERP, SCM, WMS, TMS, BOMs, and Excel collapsed into one causal cause-and-effect twin.

Shock → plan
<90s

From shock to a ranked, approvable plan — with 100% of decisions logged and defensible.

Capabilities

A twin that reasons in cause and effect — not dashboards.

Kimaru maps your procurement-through-delivery reality into a causal model, simulates how any shock ripples through real physical constraints, and surfaces the next best action with rationale, expected outcome, and a full audit trail.

01

Causal decision digital twin

Unify ERP, SCM, WMS, TMS, Excel, POs and BOMs into one cause-and-effect model of how your supply network actually behaves — every lever, intermediate and outcome wired to the constraints that govern them.

02

Real-time constraint simulation

Fire a shock — a tariff, a slipped supplier, a closed port — and watch it propagate edge-by-edge through the physical network, exposing exactly which parts, orders and commitments are exposed.

03

Ranked next-best-actions

Every recommendation carries a predicted outcome and a quantified risk reduction — expedite, re-source, reallocate — sorted by impact.

04

Human-in-the-loop learning

Planners approve or override. Kimaru learns from real approvals and actual results — sharpening every future recommendation instead of automating you out.

05

Fully auditable records

Every decision is logged with its causal rationale and expected-vs-actual outcome — so choices are fast and defensible when leadership asks why.

How it works

From messy systems to a defensible decision — in one flow.

The same loop the buyer feels in the simulator above, running on your live data.

1 MAP

Ingest & connect

Kimaru maps ERP, SCM, WMS, TMS, POs, BOMs and even Excel into a single causal graph of your procurement-through-delivery reality.

2 SIMULATE

Propagate the shock

When volatility hits, it simulates how the disruption ripples through physical constraints and flags every exposed part and commitment.

3 RECOMMEND

Rank the actions

It surfaces the next best actions — expedite, re-source, reallocate — each with predicted outcome and risk reduction.

4 APPROVE & LEARN

You decide. It records.

Approve or undo. Every choice settles the graph, drops the risk meter, and appends an auditable record Kimaru learns from.

Six-plus systems → one causal twin
ERP
SCM
WMS
TMS
BOMs
POs
Excel
Causal Decision Twin
Before Kimaru, a typhoon warning meant a three-day war room. Now the twin shows me exactly which commitments are exposed and hands me a ranked plan — I approve in minutes, and I can prove why to the board.
DV
Director of Supply Chain
discrete electronics manufacturer · 9 plants
Built for planners under pressure
Built for volatilitytariffs, port closures, supplier slips
Human-in-the-loopyou approve, it never overrides
100% auditedevery decision, cause + outcome
Turn volatility into executable decisions

The next shock is already on its way.

See your own supply chain as a causal decision twin — and get ranked, auditable actions the moment volatility hits.

concept rebuild · built for Kimaru AI by Shubh