Production plans recommended against live constraints, so the schedule you commit to is the one your inputs and capacity can actually deliver.
From work orders & schedulesSupply-chain decision intelligence
When volatility outruns the plan, the decision becomes the bottleneck.
DECOPAN connects to the systems that run your operation and turns every constraint — from procurement through delivery — into a causal decision digital twin. When tariffs move, suppliers slip, components run short, or freight shocks land, it simulates what happens next and recommends the next best operating action. You stay in control of every call.
The output
Not another dashboard. The next best operational action.
Most tools tell you what already happened. DECOPAN runs the procurement-through-delivery simulation and returns a decision you can execute — what to build, what to move, what to expedite, and what to protect — each one traceable to the constraint that drove it.
Inventory repositioned across the network the moment a site, lane, or supplier is at risk — before a shortage becomes a stockout.
Across the operating networkThe specific materials worth expediting — and the ones that aren't — weighed against landed cost, lead time, and the output they unlock.
From bills of materialsAmong the viable responses to a disruption, DECOPAN surfaces the production plans that hold both margin and throughput — and shows the trade-off you'd be accepting with each alternative.
Margin & throughput modeled togetherWhen capacity is short, the platform ranks which customer commitments to protect first — so service-level decisions are made deliberately, not by whoever escalates loudest.
Service levels, ranked by impactHow it works
From messy operational data to an executable decision.
DECOPAN sits on top of the systems you already run. Software agents do the reconciling; causal AI does the reasoning; your planners make the call. Four stages turn the chaos of a disruption into one defensible next move.
Connect & structure
DECOPAN ingests data from ERP, supply-chain, warehouse, and transportation systems — plus spreadsheets, purchase orders, bills of materials, and supplier documents. Software agents structure that often-messy operational data so planners can concentrate on decisions instead of reconciling spreadsheets.
- ERP
- SCM
- WMS
- TMS
- Spreadsheets & docs
Model the network as a causal twin
The structured data becomes a causal decision digital twin — a model that represents how your operating network actually behaves, not a flat snapshot of it. Constraints that run from procurement to delivery are encoded as relationships, so cause and effect can be traced, not guessed.
- Causal model
- Procurement → delivery
- Network behavior
Simulate scenarios in real time
Causal AI models how tariffs, freight delays, supplier risk, currency movements, demand changes, and component availability propagate through the network — and simulates procurement-through-delivery scenarios in real time, so the impact of a shock is understood before it lands on the floor.
- Tariffs
- Freight
- Supplier risk
- FX
- Demand
Recommend, approve & learn
From the simulations, DECOPAN recommends the next best operational action. Planners approve, adjust, or reject each recommendation — and the system learns from both the decision and its outcome to sharpen the next one. The human stays in control; the model gets better with every call.
- Recommend
- Approve / adjust / reject
- Learn from outcome
Built for the operations where the decision — not the data — is what's running late.
Planning teams already have more dashboards than hours. DECOPAN doesn't add another screen to watch; it sits across the systems you run today, reads the same operational reality your planners do, and returns a move. The decision becomes the deliverable.
Explore the decision recordConnects to the systems you already run
Operational and document sources, structured automatically — no rip-and-replace.
How DECOPAN is different
A decision engine, not a reporting layer.
Causal, not just correlational
DECOPAN models how tariffs, freight, supplier risk, currency, demand, and availability actually propagate through your network — so a recommendation comes with the chain of cause and effect behind it, not a pattern that happened to hold last quarter.
The decision is the product
The bottleneck isn't data — it's the call that has to be made under pressure. DECOPAN is built to turn each disruption into an executable operating decision rather than a manual firefighting exercise, so the answer arrives as an action, not a chart.
Humans stay in control
Every recommendation is a proposal, not an autopilot. Planners approve, adjust, or reject — and the platform learns from both the decision and its outcome, improving future recommendations without ever taking the call out of human hands.
Auditable by design
Every action is recorded with its causal rationale, expected outcome, owner, and result — producing a decision record that operations, finance, compliance, and leadership can all read as a single source of truth, long after the disruption has passed.
Built to run, not to rip-and-replace
DECOPAN reads from the ERP, SCM, WMS, and TMS systems you already operate, plus the spreadsheets and supplier documents your planners actually use. It augments the operation in place — and meets multilingual teams in more than one language.
What it decides under pressure
The disruptions that break a plan — modeled, simulated, decided.
DECOPAN runs across the full procurement-through-delivery network. Two fronts get special weight: keeping production moving when critical inputs change, and managing the volatility of logistics and delivery. Here's how the platform reasons about each kind of shock.
Tariffs
When a tariff resets landed cost overnight, the twin recalculates which sourcing and production plans still protect margin — and which buys to move before the change bites.
Freight delays & shocks
A late vessel or a capacity squeeze ripples into every downstream commitment. DECOPAN weighs forward-stocking, route consolidation, and capacity trade-offs to cut premium freight while protecting service levels.
Supplier risk
When a supplier's reliability slips, the platform traces every part, work order, and customer order exposed to it — and recommends where to qualify, reallocate, or expedite before the risk reaches the line.
Currency movements
Exchange-rate swings quietly reprice cross-border sourcing. DECOPAN folds currency movement into the same causal model, so the cost picture a decision is based on is the real one.
Demand changes
Demand rarely moves on schedule. As the signal shifts, the platform re-simulates what to build and where to hold inventory, so a swing becomes a planned response instead of a scramble.
Component availability
A single short component can stall a build. By simulating constraints across bills of materials, the platform finds the substitution, expedite, or resequence that keeps the line moving.
Keeping production moving
When critical inputs change, DECOPAN simulates constraints across bills of materials, work orders, and machine and delivery schedules — so the plan that protects output is the one that goes to the floor.
Logistics & delivery volatility
The platform weighs forward-stocking, route consolidation, and capacity trade-offs together — reducing premium freight while protecting the service levels your customers are counting on.
The decision record
One auditable record. One source of truth.
Every action DECOPAN recommends — and every call your planners make on it — is recorded with its causal rationale, expected outcome, owner, and result. The trail doesn't live in someone's inbox or a screenshot in a deck. It's a structured decision record that explains not just what was done, but why, what you expected, and how it turned out.
That record is what lets the system learn from outcomes, and what lets four very different audiences read the same history of how the operation was run.
- OperationsWhy each call was made
- FinanceMargin & cost impact, traced
- ComplianceA defensible, time-stamped trail
- LeadershipOne view of how it was run
Industrial resilience
Turn each disruption into an operating decision — not a fire to fight.
Volatility isn't going away. The teams that stay resilient are the ones that can decide quickly and defensibly when the inputs change. DECOPAN exists to make that decision faster, clearer, and accountable — every time the network is tested.
Request a demoTalk to us
See DECOPAN run on your network.
Tell us where volatility is hitting your operation hardest. We'll walk you through how DECOPAN connects to your systems, builds the causal twin, and turns your next disruption into a decision your team can execute.
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Office — DECOPAN INC
12019 Vose St,
Los Angeles, CA 91605