SIMA360™

Structured AI Maturity Accelerator

SIMA Flow™ Framework

The Execution EngineConnecting Domain to Results

SIMA Flow™ serves as the execution engine, tying SIMA Core™ models to SIMA Kit™ resourced through two powerful cycles: the Core Cycle for domain development and the FLAI Cycle for project execution.

Two Interconnected Cycles

SIMA Flow™ operates through two complementary cycles that ensure both domain alignment and tactical execution

Core Cycle (Macro)

Enterprise-level domain development and strategic alignment

Assess Domains

Evaluate maturity across five domains

Set Groundwork

Prepare organization for execution using SIMA Kit™

Execute

Run projects through iterative FLAI cycles

FLAI Cycle (Micro)

Project-level execution with continuous learning and improvement

Frame

Identify objectives, boundaries, and risks

Learn

Deploy tools, collect data, explore capabilities

Assess

Evaluate outcomes, detect gaps, benchmark progress

Improve

Apply learnings to iterate forward

SIMA Flow™ Core Cycle

The macro flow for evaluating, preparing, and executing AI initiatives with structured learning loops

Assess Domains

The diagnostic entry point that contextualizes readiness across the five Domains: Strategy, Governance, Data, People, and Technology.

• Evidence-based capability level assessment
• Dimension-specific maturity evaluation
• Gap identification and risk assessment
• Readiness validation for next steps

Key Outcomes

Current capability level identification

Dimension-specific readiness scores

Risk and opportunity mapping

Domain Preparation

Strategy: Define objectives and alignment

Governance: Establish policies and compliance

Data: Validate quality and access

People: Assign roles and assess skills

Technology: Confirm infrastructure readiness

Set Groundwork

Prepare the organization for execution using SIMA Kit™ tools and templates aligned to current capability levels and domains.

• Dimension-specific preparation activities
• Role-based guidance and templates
• Risk validation and mitigation planning
• Resource allocation and scoping

Execute

Operationalize strategic intent through iterative FLAI cycles, with complexity and iterations matched to organizational capability levels.

• Capability-matched project complexity
• Iterative FLAI cycle execution
• Continuous learning and adaptation
• Knowledge asset accumulation

Execution Principles

Iterative learning loops

Evidence-based decision making

Cumulative capability building

FLAI Project Cycle

Designed for strategy, innovation, and hypothesis-driven work - treating learning as a primary deliverable

Frame

Structure ambiguity without false certainty

• Establish boundaries and assumptions
• Define problem space clearly
• Articulate working hypotheses
• Surface key unknowns

Learn

Prioritize insight over output

• Conduct exploration and research
• Prototype and test assumptions
• Gather relevant data
• Embrace failure as learning

Assess

Interpret learnings in context

• Analyze patterns and implications
• Evaluate system dynamics
• Validate or challenge assumptions
• Understand broader context

Improve

Intentional, directional refinement

• Refine strategy and focus
• Update guiding assumptions
• Plan next iteration
• Integrate learnings

Why FLAI vs. Plan-Do-Check-Act (PDCA)?

While PDCA is ideal for agile delivery, FLAI was designed for strategy, innovation, and hypothesis-driven work. Language shapes mindset - FLAI encourages reflection, discovery, and intentional change.

SIMA Flow™ Integration Benefits

Connecting capability assessment with project execution through structured learning loops

SIMA-Flow is the cycle architecture. SIMA-Kit is the resource library it draws from. Flow determines when and how resources are deployed; Kit ensures those resources exist at every capability level.

Prevents Overreach

Assessment ensures AI projects align with organizational maturity, avoiding both underperformance and overreach

Generates Learning

Each project becomes both an application and generator of learning, building institutional knowledge

Ensures Alignment

Groundwork phase ensures preparation efforts are tailored to capability levels and domains

Ready to Implement SIMA Flow™?

Transform your AI initiatives from high-risk bets into structured, repeatable capability-building exercises

Schedule a Conversation Explore SIMA Kit™

SIMA360™

Structured AI Maturity Accelerator

Schedule a Conversation

SIMA Flow™ Framework

The Execution EngineConnecting Domain to Results

Two Interconnected Cycles

SIMA Flow™ operates through two complementary cycles that ensure both domain alignment and tactical execution

Core Cycle (Macro)

Enterprise-level domain development and strategic alignment

Assess Domains

Evaluate maturity across five domains

Set Groundwork

Prepare organization for execution using SIMA Kit™

Execute

Run projects through iterative FLAI cycles

FLAI Cycle (Micro)

Project-level execution with continuous learning and improvement

Frame

Identify objectives, boundaries, and risks

Learn

Deploy tools, collect data, explore capabilities

Assess

Evaluate outcomes, detect gaps, benchmark progress

Improve

Apply learnings to iterate forward

SIMA Flow™ Core Cycle

The macro flow for evaluating, preparing, and executing AI initiatives with structured learning loops

Assess Domains

The diagnostic entry point that contextualizes readiness across the five Domains: Strategy, Governance, Data, People, and Technology.

• Evidence-based capability level assessment
• Dimension-specific maturity evaluation
• Gap identification and risk assessment
• Readiness validation for next steps

Key Outcomes

Current capability level identification

Dimension-specific readiness scores

Risk and opportunity mapping

Domain Preparation

Strategy: Define objectives and alignment

Governance: Establish policies and compliance

Data: Validate quality and access

People: Assign roles and assess skills

Technology: Confirm infrastructure readiness

Set Groundwork

Prepare the organization for execution using SIMA Kit™ tools and templates aligned to current capability levels and domains.

• Dimension-specific preparation activities
• Role-based guidance and templates
• Risk validation and mitigation planning
• Resource allocation and scoping

Execute

Operationalize strategic intent through iterative FLAI cycles, with complexity and iterations matched to organizational capability levels.

• Capability-matched project complexity
• Iterative FLAI cycle execution
• Continuous learning and adaptation
• Knowledge asset accumulation

Execution Principles

Iterative learning loops

Evidence-based decision making

Cumulative capability building

FLAI Project Cycle

Designed for strategy, innovation, and hypothesis-driven work - treating learning as a primary deliverable

Frame

Structure ambiguity without false certainty

• Establish boundaries and assumptions
• Define problem space clearly
• Articulate working hypotheses
• Surface key unknowns

Learn

Prioritize insight over output

• Conduct exploration and research
• Prototype and test assumptions
• Gather relevant data
• Embrace failure as learning

Assess

Interpret learnings in context

• Analyze patterns and implications
• Evaluate system dynamics
• Validate or challenge assumptions
• Understand broader context

Improve

Intentional, directional refinement

• Refine strategy and focus
• Update guiding assumptions
• Plan next iteration
• Integrate learnings

Why FLAI vs. Plan-Do-Check-Act (PDCA)?

SIMA Flow™ Integration Benefits

Connecting capability assessment with project execution through structured learning loops

SIMA-Flow is the cycle architecture. SIMA-Kit is the resource library it draws from. Flow determines when and how resources are deployed; Kit ensures those resources exist at every capability level.

Prevents Overreach

Assessment ensures AI projects align with organizational maturity, avoiding both underperformance and overreach

Generates Learning

Each project becomes both an application and generator of learning, building institutional knowledge

Ensures Alignment

Groundwork phase ensures preparation efforts are tailored to capability levels and domains

Ready to Implement SIMA Flow™?

Transform your AI initiatives from high-risk bets into structured, repeatable capability-building exercises

Schedule a Conversation Explore SIMA Kit™