Board Introduces the Contextual Decision Layer, Turning Enterprise Data and AI Investments into Smarter Business Decisions

By connecting governed data, AI, and enterprise planning, Board helps organizations align finance and operations driving measurable business outcomes.

BOSTON — August 6, 2026 — Board, the Enterprise Planning Platform, today introduced the Contextual Decision Layer for Continuous Planning, designed to help organizations turn enterprise data fabric and artificial intelligence investments into governed plans, forecasts, scenarios, and aligned business decisions.

Enterprises have invested heavily in cloud data platforms, analytics, machine learning, and generative AI. Yet many organizations still struggle to translate these investments into better financial and operational decisions. Business definitions remain fragmented across multiple systems, planning remains siloed, and AI-generated insights often lack the context, workflow, and accountability required for enterprise decision-making.

The Board Contextual Decision Layer helps close this gap by connecting governed enterprise data and AI services with the business semantics, planning models, deterministic calculations, scenarios, workflows, permissions, and controls required for Continuous Planning.

Activate and Enrich Enterprise Data Platforms with Decision Context

Modern enterprise data platforms such as Databricks, Snowflake, and Microsoft Fabric unify information across ERP, CRM, supply chain, HR, finance, and other operational systems to provide scalable foundations for governed data, analytics, machine learning, and AI.

The Board Contextual Decision Layer complements these investments by enriching governed enterprise data with planning-ready business context, including:

• Shared business definitions, metrics, and hierarchies
• Plans, forecasts, scenarios, versions, and assumptions
• Deterministic calculations and planning logic
• Operational constraints and business policies
• Workflow, approvals, ownership, and collaboration
• Security, permissions, lineage, and auditability

Rather than creating another data repository, Board activates enterprise data by connecting it to the planning models, governance, and decision workflows required for Continuous Planning.

Working within existing enterprise architectures, Board enriches enterprise data with financial and operational context, enabling organizations to continuously evaluate scenarios, align decisions across functions, and publish approved plans back into downstream business processes. The result is a continuous, governed cycle between enterprise data, planning, decisions, execution, and business outcomes.

Creating a Governed Foundation for Enterprise AI

AI is changing how business users analyze information, explain performance, explore scenarios, and prepare recommendations. However, general-purpose AI models do not inherently understand an organization’s definitions, planning structures, business rules, approval processes, or operational constraints.

Through the Contextual Decision Layer, Board provides the trusted business context in which AI can operate. Instead of asking AI to infer enterprise meaning from disconnected data, Board grounds agentic planning in governed models, semantic definitions, deterministic calculations, permissions, and human oversight, helping organizations improve the relevance, repeatability, and explainability of AI-supported decisions.

“AI can generate an answer, but enterprise planning must produce a decision that the organization can understand, calculate, govern, approve, and act on,” said David Marmer, Chief Product Officer at Board. “The Board Contextual Decision Layer grounds AI in trusted business definitions, planning models, deterministic logic, and controlled workflows. That is what makes AI operationally useful for critical financial and operational decisions.”

Board Delivers Continuous Planning

The Contextual Decision Layer supports Continuous Planning, an always-on approach in which plans and forecasts adapt as internal performance, external signals, assumptions, and business conditions change. By connecting financial and operational planning in one governed environment, Board helps organizations:

• Detect and respond to changing business conditions sooner
• Continuously update plans and forecasts
• Evaluate financial and operational trade-offs
• Model scenarios using consistent assumptions and constraints
• Improve alignment across finance, supply chain, merchandising, and operations
• Maintain accountability through workflow, approvals, and auditability
• Publish approved plans and decisions into downstream operational processes

Extending Governance from Data to Decisions

As organizations operationalize AI, governance must extend beyond the data platform and into the decisions AI helps inform. Board supports this requirement by applying enterprise controls throughout the planning lifecycle, including role-based access, data-level security, versioning, workflow approvals, human review, traceability, and audit trails.

For CIOs, CDOs, CAIOs, CISOs, and enterprise architects, the Contextual Decision Layer provides a governed approach for operationalizing AI within high-impact planning processes without creating another disconnected system of record.

For CFOs and operational leaders, it provides a shared environment for understanding performance, evaluating risk, testing scenarios, and making more aligned decisions as conditions change.

“Enterprises have made significant investments in modern data platforms and AI, but insight alone does not create an executable business plan,” said F.J. Gould, Chief Partner Officer at Board. “The Board Contextual Decision Layer helps organizations activate those investments by adding the planning context, governance, and decision workflows needed to align finance and operations and turn intelligence into action. Enterprise technology strategies increasingly depend on the ability to connect trusted data, AI, and business action. Board provides the planning and decision context that helps make that connection practical, governed, and relevant to the way organizations actually operate.”

About Board

Board is the Enterprise Planning Platform that enables Continuous Planning by combining internal and external signals, economic intelligence, and AI in a unified environment. This allows organizations to adapt to change, improve forecast accuracy, and gain a clear understanding of performance, risk, and trade-offs. By connecting financial and operational planning with decision intelligence, Board helps organizations make more aligned, confident decisions across the business.

That’s why visionary global brands including H&M, BASF, Burberry, Toyota, Coca-Cola, HSBC, and thousands more across the globe trust Board to navigate volatile markets with confidence.