AI transformation is realized — or resisted — through decisions made at every level, across every function, every day.
We help you map, understand, and redesign the decision system already running in your organization to unlock measurable progress.
Decisions will make or break your AI transformation.
It’s how decisions get made in your business — which are all shaped by habits, stories, culture, incentives, governance, data, AI, workload and more. Most systems are invisible, inherited, and actively work against change — especially when made in silos.
But when intentionally designed, a decision system can ensure that your desired future state becomes the path of least resistance.
We work with you at three levels of decisions:
What’s a decision system?
LEVEL 1 - STRATEGIC
How your leaders orient the entire organization around shared goals, desired future, priorities, and decision criteria.
LEVEL 2 - OPERATIONAL
How the day-to-day decisions across your organization drive your business and transformation goals.
LEVEL 3 - TRANSACTIONAL
How high-volume AI and AI-augmented decisions are made, measured and governed at scale.
Services
Decision System Advisory
Start with a diagnostic of your implicit decision system — how decisions are being shaped, and how it’s impacting your transformation.
From here we can create the best approach to building out your full decision system. Post-design, we’ll stay engaged as advisors to ensure decisions drive measurable outcomes.
Decision Atlas
A map of key strategic, functional and cross-functional decisions across your customer lifecycle(s) — prioritized by impact and risk.
This map makes decisions explicit — guiding how AI should be used and identifying those that need more clarity and governance.
Human-AI Decision Lab
An ethnographic-driven approach to understanding how your employees are using AI at key decision points, and what’s invisibly influencing them.
We’ll uncover insights essential for AI interface design, data/information, governance, culture, and more.
Decision System Workshops
Functional and cross-functional workshops to co-create decision systems at every level: strategic, operational and transactional.
You’ll leave with clarity on critical decisions like workforce planning and AI investments, plus lay the foundation for faster, better decisions company-wide.
When functions are pulling in different directions, investments aren't showing ROI, and AI transformation is stalling — the problem is usually a lack of outcome-centric decision clarity and alignment across board, executive and functional leadership.
Level 1
Level 1 is the organization-wide decision system that gets leaders aligned towards business-building outcomes, not activities.
Everyone singing from the same songbook
Improved decision quality, velocity and consistency at board, exec, and functional leadership
AI and business investments are made or reallocated against shared criteria
Cross-functional decisions have clear ownership and less friction
Alignment holds — it doesn't have to be rebuilt at every decision point
The human-judgment decisions across your functions are rarely mapped, owned, and examined — until something goes wrong. Cross-functional handoffs are where accountability disappears. AI is being layered in without anyone fully understanding the decisions it's touching.
Level 2
Level 2 is the operational decision system that defines how human judgment and AI work together across every decision that matters.
Better decisions are being made faster at every level, without needing to escalate
Decision-making is consistent across teams making similar calls
High-impact, high-risk decisions have clear owners, explicit criteria, and defined AI roles
Culture, governance and incentives are aligned to support effective decision-making
People aren't deferring to AI where they shouldn't — or ignoring it where they should
High-volume, AI-embedded decisions — claims, credit, customer service, diagnostics — move fast and at scale. Individual stakes vary, but volume creates risk regardless. By the time problems surface, the damage is already done.
Level 3
Level 3 is the transactional decision system that governs high-volume, AI-embedded decisions at scale — with the intelligence, oversight, and feedback loops to ensure they perform, comply, and continuously improve.
High-volume decisions perform consistently and safely at scale
AI and human roles are explicitly designed — not assumed or accidental
Decision quality is measurable with clear feedback loops
Drift, bias, and model degradation are detected before they cause damage
Governance protects judgment without creating the incentives to rubber-stamp