What’s Broken in Enterprise Planning

Brittle Plans Break Under Uncertainty

Disconnected Planning and Financial Strategy

Manual Scenario Planning Doesn’t Scale

Planners Drown in Data, Starve for Insight

Supply Chain Tools Can’t Keep Up with Planning Needs

Forecast Accuracy ≠ Business Impact

Brittle Plans Break Under Uncertainty

The Pain

Plans built on fixed assumptions (demand, lead time, cost) often fail when reality shifts—leading to service failures, margin erosion, and last-minute firefighting.

Legacy Gap

Most planning tools optimize for a single scenario. They’re fast—but fragile. When the real world diverges, there's no safety net.

VYAN Advantage

  • Stochastic & Robust Optimization: Solve across thousands of scenarios, not just the average

  • Monte Carlo Simulation: Model volatility in demand, lead times, costs, and more

  • Risk-Aware Planning: Protect performance at the 95th percentile, not just theoretical optima

Business Value

  • Higher plan reliability under disruption

  • 95% confidence in service/margin targets

  • Reduced firefighting and expediting cost

Disconnected Planning and Financial Strategy

The Pain

Operations teams plan for volumes and feasibility. Finance teams plan for cost, margin, and cash. The result? Misalignment and missed targets.

Legacy Gap

Legacy tools separate operational planning (e.g., SAP IBP) from financial forecasting (e.g., SAP SAC). Co-optimization is an afterthought.

VYAN Advantage

  • Unified Operational + Financial Optimization: Service, margin, cash flow, and ROIC in one solve

  • Cost-to-Serve Modeling: Understand true profit impact of every supply path

  • Value at Risk (VaR): Quantify the risk to margin and cash—not just forecast error

Business Value

  • Enterprise-aligned planning decisions

  • Better CFO/COO alignment

  • Higher ROIC and better investor guidance confidence

Manual Scenario Planning Doesn’t Scale

The Pain

Planners can model a few what-ifs—but can’t explore the full spectrum of uncertainty across variables like demand shifts, supplier delays, or cost spikes.

Legacy Gap

Most tools rely on manual simulation workflows. They're slow, reactive, and siloed.

VYAN Advantage

  • Automated Scenario Engine: Generate thousands of plausible futures instantly

  • Driver-Based Forecasting & Override Prediction: Incorporate market drivers, human overrides, and future events

  • Intelligent Comparison & Root Cause Analysis: Identify what’s driving risk or performance gaps

Business Value

  • Smarter, faster decisions

  • Full-spectrum risk visibility

  • Scenario-informed executive guidance

Planners Drown in Data, Starve for Insight

The Pain

Even with mountains of forecasts and plans, teams struggle to understand which issues matter and what actions to take.

Legacy Gap

Most platforms offer reporting, not intelligence. No real decision support or automation.

VYAN Advantage

  • Agentic AI: Identifies risks, explains root causes, and recommends smart resolution paths

  • Decision Augmentation: Simulates impacts of decisions and suggests next-best-actions

  • Workflow Automation: Repeatable actions executed autonomously

Business Value

  • Faster time to resolution

  • Reduced planner workload

  • Embedded decision intelligence

Supply Chain Tools Can’t Keep Up with Planning Needs

The Pain

Enterprises need to plan across complex networks, BOMs, transport, and inventory with detailed cost and constraint logic.

Legacy Gap

Many tools offer high-level planning or black-box solvers. They lack explainability, pegging, or full supply network visibility.

VYAN Advantage

  • End-to-End Enterprise Optimization Engine

  • Multi-Echelon, Multi-Objective Optimization

  • Full Pegging Visibility: From customer order to supply source

  • Cost-to-Serve + Projected Margin Calculations

Business Value

  • Transparent, explainable decisions

  • Optimal allocation under real constraints

  • Ability to commit with confidence

Forecast Accuracy ≠ Business Impact

The Pain

Traditional forecasting KPIs like MAPE miss the point—what really matters is the financial cost of getting it wrong.

Legacy Gap

Forecasting tools report accuracy, but don’t quantify its impact on the business.

VYAN Advantage

  • Cost of Forecast Error (CoFE): Quantifies the true dollar impact of bad forecasts

  • Forecastability Analysis: Helps target where AI will improve vs. where human input is key

  • Probabilistic Forecasts: Drive better safety stock and risk-aware planning

Business Value

  • Smarter forecast investment

  • Better buffer policies

  • Lower working capital and lost sales risk


The VYAN AI Difference

Legacy systems promise “optimization.” But what good is an optimal plan if it fails in the real world?

VYAN AI delivers resilient, risk-aware, financially aligned plans—so you can stop reacting and start performing, no matter what the world throws at you.

Better decisions. Measurable outcomes. One platform.