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BARC — Resilient Planning in Volatile Markets

BARC — Resilient Planning in Volatile Markets — Analytics Legends section illustration for the SAP Analytics knowledge base (concepts, studies, Academy)

As of 2026-07-23

What is BARC — Resilient Planning in Volatile Markets?

The annual budget built on a single base-case forecast breaks within weeks of a shock — BARC's fix is four structural capabilities (rolling forecasts, driver-based models, live multi-scenario planning, near-real-time signal integration), not a faster reforecast cycle.

What it is

BARC's 'Resilient Planning in Volatile Markets' is a topical research brief addressing how finance functions adapt their planning processes when macro volatility — inflation, supply chain shocks, geopolitical risk, commodity swings, tariff regimes — breaks the core assumptions of traditional annual budgeting.

The problem it names: the annual budget is built on a single base-case forecast completed 3–4 months before the fiscal year starts. When that base case is invalidated within weeks — as happened repeatedly in 2022–2024 — the FP&A team is left managing a plan that no longer reflects the business. The manual workaround is a mid-year reforecast, which typically takes 6–8 weeks and produces a new single-scenario plan just as vulnerable to the next shock. BARC's thesis is that organisations need structural planning capabilities — rolling forecasts, driver-based models, and multiple live scenarios — not just faster reforecast cycles.

Why it matters

  • The problem is named precisely: the manual workaround (a mid-year reforecast) takes 6-8 weeks and produces a new single-scenario plan just as vulnerable to the next shock — the fix has to be structural, not faster.
  • The three-scenario minimum is specific: base, downside, upside, each with pre-modelled management responses — not just a wider forecast range.
  • For SAP analytics, the architecture translation is concrete: a SAC Planning model with driver-based Analytic Models, Datasphere live federation from S/4HANA, and three versioned scenarios refreshed nightly.

Key points

  • Topical BARC study on planning-process resilience under macro volatility.
  • Implied content: rolling forecasts, scenario / driver-based planning, fast re-baselining.
  • Boardroom framing the CFO buys — pairs with SAC Planning + Datasphere project shape.
  • Specific cases, vendor capabilities, adoption rates paywalled.
  • BARC — Resilient Planning in Volatile Markets is mastered only when it changes a named buyer decision.
  • Start with the semantic contract and control model before demonstrating the tool.
  • Use current SAP, analyst, study, KG, and news signals as evidence, not decoration.
  • Separate verified facts from directional trends and modeled assumptions.
  • Define owner, metric, threshold, support path, and rollback before scaling.
  • For non-AI use cases, still define quality, adoption, and operating ownership.

Terms used on this page

Rolling forecast
Planning method that re-projects 12-18 months from the current period on a recurring (monthly/quarterly) cadence, replacing or supplementing the annual budget.
Decision owner
The accountable person who accepts the trade-off and funds the next action.
Semantic contract
The shared definition of business terms, metrics, entities, and access rules used by tools and teams.
Control plane
The layer that applies policy, access, lineage, monitoring, and escalation across the operating model.
Evidence grade
A label that separates verified fact, directional signal, modeled assumption, and field observation.
Adoption metric
The measurable behavior proving that the concept changed actual work after go-live.
Reusable IP
An artifact, checklist, or model that can be reused across clients without copying client-specific data.

Sources

  1. BARC — Resilient Planning in Volatile Markets (research brief)
  2. BARC — Planning Survey 2025: BI & Analytics Trends
  3. SAP Help — SAC Planning: scenario management and version planning
  4. SAP Help — SAC Planning: driver-based planning with data actions
  5. SAP — SAC Planning xP&A overview
  6. SAP Help — Datasphere: Replication Flows for live S/4HANA data
  7. SAP Community — Rolling forecast best practices with SAC Planning
  8. Gartner — Market Guide for Financial Planning and Analysis Solutions 2025
  9. SAP Help — SAC Planning: allocations and spreading
  10. SAP News Center — SAP Unveils the Autonomous Enterprise
  11. SAP Help — SAC Planning: multi-version planning and version management
  12. SAP Datasphere — Help Portal
  13. SAP Datasphere — official product page
  14. SAP Analytics Cloud — Help Portal
  15. SAP Analytics Cloud — official product page
  16. SAP BW/4HANA — Help Portal
  17. SAP S/4HANA — Help Portal
  18. SAP News Center
  19. SAP Community
  20. SAP — industries overview
  21. Gartner — research & analyst site
  22. BARC — BI & Analytics research
  23. TDWI — data & analytics research
  24. DSAG — German-speaking SAP user group
  25. ASUG — Americas' SAP User Group
  26. Databricks — official site
  27. SAP Analytics Cloud : Forecast Automation Using Predictive Scenarios -Time series Forecasting. — SAP Community (Technology Blog Posts by Members)
  28. Creating Custom CDS Views for Analytical Scenarios - Modelling Rules — SAP Community (Enterprise Resource Planning Blog Posts by SAP)
  29. SAP BPC Move to SAC: Benefits & Scenarios of moving SAP BPC planning scenarios to SAP Analytics Cloud — SAP Community (Technology Blog Posts by SAP)
  30. SAP Analytics Cloud: Introduction to Predictive Scenarios, and their applications — SAP Community (Technology Blog Posts by Members)
  31. Unlocking the potential of Data Locking APIs in your Planning Scenarios for SAP Analytics Cloud, analytics designer — SAP Community (Technology Blog Posts by SAP)
  32. Exponential Smoothing inside SAP Analytics Cloud time series forecasting scenarios — SAP Community (Technology Blog Posts by SAP)
  33. How to use REST API in SAP Analytics Cloud to update user profile in embedded scenarios — SAP Community (Technology Blog Posts by SAP)
  34. Text CDS View Advanced Scenarios — SAP Community (Enterprise Resource Planning Blog Posts by Members)
  35. Snapshot Scenarios with S/4 HANA ABAP CDS Views — SAP Community (Enterprise Resource Planning Blog Posts by Members)
  36. Create Predictive Scenarios with Smart Predict Webcast Recap — SAP Community (Technology Blog Posts by Members)

Full card available to members. What the full card adds: the full decision framework · the SAP vs Snowflake / Databricks / Fabric comparison · the common pitfalls and their fix · the cheat sheet · the architecture schemas · the code blocks.

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