Welcome to the Inteq Blog

What KPIs Should You Track for AI Agents?

How Do You Measure the ROI of AI Agents?

Measuring Agentic AI

What Is an AI Agent Registry?

What Is AI Sprawl?

Orchestration Is Enterprise Infrastructure

What Does Approved Logic Mean for AI Agents?

What Is Shadow Data in Agentic AI?

Agents Run on Your Real Data Discipline, Not on Documented Discipline

How Often Should AI Agents Be Reviewed for Alignment?

What Is AI Agent Drift?

Why AI Agents Drift from Business Intent as Adoption Grows, and What Keeps Them Aligned

What Are Shadow Decisions in Agentic AI?

What Are Authority Boundaries for AI Agents?

Scaling Agentic AI Is an Operating Model Decision, Not a Technology Project

How Do You Scale AI Agents from Pilot to Enterprise?

What Is the Pilot-to-Production Gap in Agentic AI?

Why Successful AI Pilots Don’t Scale

Can Adaptive AI Processes Be Audited? Yes

How Fast Can AI-Enabled Processes Adapt?

Handling Exception Spikes Without Adding Staff

How to Design Resilient Business Processes

Resilient AI Processes: Real-Time Agility by Design

Why Enterprise AI Programs Lose Funding

Accelerating AI Time to Value: Selection First

How AI Agents Work With Messy, Imperfect Data

Do You Need a Data Platform Before AI Agents? No

AI Time to Value Without Data Re-Platforming Delays

Does Human Review of AI Decisions Reduce Risk?

Streamline Approval Workflows Without Losing Control

Confidence-Based Escalation: How It Works

Where Humans Belong in AI-Enabled Workflows

Human-in-the-Loop AI: Design by Confidence and Risk

Does Higher AI Accuracy Justify More Autonomy? No.

How to Build Organizational Trust in AI Agents

The Five Levels of AI Agent Autonomy Explained

Blast Radius: The Missing Dimension in AI Risk

AI Autonomy Is a Dial, Not a Switch: Balancing Agents and Judgment

Outcome-Based Process Design: Results, Not Rituals

Why AI Agents Behave Unpredictably: Intent Deficit

The Executive Role in AI Process Design: Intent Layer

The Decision Inventory: Your AI Program's Blueprint

Process Design Leadership: Decisions, Outcomes & Escalation

How to Find Agentic AI Opportunities in Your Processes

Why AI ROI Disappoints: The Business Case Ceiling

Decision Latency: The Hidden Cost in Your Processes

Task Automation vs Agentic AI: The Real Difference

Task Flow to Decision Flow: Process Design for Agentic AI

The Readiness Constraint Most Leaders Miss

Fragmented Knowledge Produces Inconsistent AI Agents

The Data Dilemma - More is Not Necessarily Better

Deferring Ownership Creates Shadow Decisions

A Successful AI Pilot is a Dangerous Moment!

Process Ambiguity Determines Whether Your AI Agents Succeed

How Do You Set Board Expectations When Capacity, Not Tech, Is the Constraint?

How Do You Sequence an AI Initiative Amid Multiple Transformations?

If Staff Handle AI Escalations, Where Does Efficiency Gain Come From?

How Do You Assess Change Saturation vs Initiative Resistance?

How Do You Justify Knowledge Consolidation Funding for an AI Initiative?

Can AI Agents Read Across Systems or Must Knowledge Be Consolidated?

Who Maintains the Single Source of Truth for AI Agents?

How Do You Capture Tacit Tribal Knowledge for AI Agents to Use?

Can You Use Agentic AI Without Real-Time Access to Legacy Data?

How Do You Scope AI Data Quality Without Endless Cleanup?

How Reliable Does Your Data Need to Be for AI Agents?

Does the Volume of Data Matter for Agentic AI?

How Do You Keep AI Agent Decision Ownership and Escalation Paths Current

Does Routing Exceptions to Humans Recreate the Automation Bottleneck?

Which Decisions Can an AI Agent Make and Which Require Human Approval?

Who Is Accountable When an AI Agent Makes a Wrong Decision?

How Do You Advise an Exec Sponsor on Serious AI Risk Post-Announcement?

How Should You Design an AI Pilot So It Exposes Readiness Gaps?

How Do You Distinguish a True Blocker from An AI Readiness Gap?

Our AI Pilot Worked - Why Should We Hesitate Before Scaling?

Who Should Own Process Documentation For An Agentic AI Initiative?

Can High-Judgment Business Processes Use Agentic AI, Or Only Routine Ones?

What Value Does an AI Agent Add If the Process Is Fully Documented?

How Do You Measure Process Ambiguity Before Deploying an AI Agent?

Do We Replace Existing Automation Platforms or Can Agents Work Alongside Them?

Will AI Agents Create New Kinds of Errors That Are Harder to Detect?

Our Exception Rates Are Manageable. Why Prioritize Reducing Them?

What Is Decision Latency and Doesn’t Traditional Automation Address It?

How Do We Quantify Incremental Efficiency vs. Step-Change Improvement?

Does My Legacy Investment in RPA No Longer Have Value?

How Do I Identify the Right Business Processes for AI Agents

How Do You Measure the ROI of AI Agents?

Why do AI agent initiatives fail?

How Do I Decide Which Decisions an AI Agent Should Make Autonomously?

Which Business Processes Are Best Suited For AI Agents?

How Is Agentic AI Different from RPA and Traditional Automation?

How do you formally model SME tacit knowledge and decision logic for AI agent design?

How Do You Manage Knowledge Worker Resistance When Deploying AI Agents?

Data, Meaning, Reasoning – and Agentic AI

The Agentic AI Ontology Question

The PR FAQ Is a Scoping Document - Not a Specification

Spec-Driven Development Starts with Model-Driven Analysis

The Secret Sauce to Unlocking Enterprise Class Vibe Coding

The Secret Sauce to Unlocking Agentic AI

Agentic AI - Breaking the Myth of the Iron Triangle

The Uncomfortable Truth About AI Agents

The Secret Sauce of Enterprise-Grade Agentic AI

Why AI Agents Often Fail to Improve Business Processes

The Value of Business Analytics Skills in AI-Enabled Organizations

The Value of Coding and Querying Complex Data Patterns Skills in AI-Enabled Organizations

The Value of High-Performance Leadership Skills in AI-Enabled Organizations

The Value of Critical Thinking Skills in AI-Enabled Organizations

The Value of Cost Optimization Skills in AI-Enabled Organizations

The Value of Organizational Change Management Skills in AI-Enabled Organizations

The Value of Business Relationship Management Skills in AI-Enabled Organizations

The Value of Soft Skills in AI-Enabled Organizations

The Value of Professional Business Case Skills in AI-Enabled Organizations

The Value of Advanced Data Modeling Skills in AI-Enabled Organizations

The Value of Data Modeling Skills in AI-Enabled Organizations

The Value of Agile Business Analysis Skills in AI-Enabled Organizations

The Value of Business Process Reengineering Skills in AI-Enabled Organizations

The Value of Business Process Modeling and Analysis Skills in AI-Enabled Organizations

The Value of Business Systems Analysis Skills in AI-Enabled Organizations

How AI Is Transforming Business Systems Analysis

The Most In-Demand Skills for Business Systems Analysts In 2025

5 Must Read Inteq Blog Posts

Business Process Reengineering: Aligning Strategy with Execution

Unlocking Business Value Through Process Excellence

Navigating Inflection Points: Turning Challenges into Opportunities

The Art of Scenario Analysis – Responding vs. Reacting to Chaos

Cultivating a Proactive Mindset – Turning Chaos into Opportunity

Is Walmart Preparing to Challenge Amazon’s Dominance in Ecommerce?

The Quantum Dynamics of the Current State of a Business Process

A Fatal Rookie Mistake: Understanding a Process vs Improving a Process

Yes indeed, there are stupid questions (in business analysis)!

BPMN vs. Business Analysis

Cost Optimization Initiatives: 10 Best Practices

Cost Optimization: Three Essential Strategies

Cost Optimization vs. Cost Cutting: The Distinction Is Crucial!

Business System Requirements: Custom Build vs. Vendor Product

Top Business Analysis Barriers: Limited People Resources

Asking the Right Business Questions Changes Everything

Uncovering the Difference Between Business Cases and Use Cases

The Southwest Airlines Scheduling System Meltdown

Interesting Use Case - Dubious Business Case

What is Business Process Reengineering?

Business Process Mapping vs. Business Process Mining

Enterprise Service Management and Digital Transformation

The 3 Layers of Transformational BPR: The Strategic Layer

The 3 Layers of Transformational BPR: The Operational Layer

Boeing 737 Max MCAS Software Epiphany

The 3 Layers of Transformational BPR: The Tactical Layer

10 Strategic Inflection Points that Require Transformational BPR

Inteq’s BPR360/Framework ™: Blueprint For Business Transformation

Business Process Gap Analysis: 3 Essential Concepts

10 Business Process Modeling Best Practices

How to Analyze a Business System

Business Systems Analysis Tools: Improving Speed, Quality and Depth

Key Advantages of Business Process Modeling

Reading between the lines – am I cynical or on to something at Ikea?

Business Analyst vs. Business Systems Analyst: What's the Difference?

Transforming a Hero Culture: Netflix's Radical Transparency

What is the Role of a Business Analyst?

Why Do BPR Initiatives Often Fail to Deliver Transformative Results?

BPR Tools: Workflow Automation vs. Robotic Process Automation (RPA)

Business Process Reengineering: 6 Key Steps + Some Secret Sauce

The Benefits of IT Modernization

Digital Transformation vs Business Process Reengineering (BPR)

10 Perilous Misconceptions of Censuring Current State Mapping & Analysis

Think Like an Owner – Thriving in an AI Driven Economy

Digital Transformation: An Existential Threat to Technological Laggards

Change Management: The X Factor in BPR & IT Modernization Initiatives

Customer Self-Service vs. Shifting Work

Crossing the Chasm from Business Chaos to Business Agility

Transforming a Hero Culture

Blueprint for Transformational BPR

Top 10 Business Intelligence (BI) Requirements Analysis Questions

Lean: Getting Early Wins from BPM

The Five Essential Business Analysis Questions for BPR

Agile Business Analysis: Breaking the Myth of The Iron Triangle Part 2

Miracle Flights Part II – BPR and Unintended Consequences

Agile Business Analysis Breaking the Myth of The Iron Triangle Part 1

Customer Value - My Second Cappuccino Epiphany!

Miracle Flights Part I - Gaming the System

Vertical Specialization “Mindset” Often Stifles Innovation

Business Process Reengineering vs. Corporate Turnaround