AI Transformation

We work on the human side of your AI transformation

Every major transformation needs three aligned components to be successful:

people, processes and platforms.

What AI should own. What humans must own.

Before any AI transformation can hold, one question needs an answer: what should AI govern, and what must humans govern?

AI should own

  • Pattern recognition at scale

  • Compliance verification across large networks

  • Data synthesis and reporting

  • Demand forecasting and inventory optimization

  • Routine decision support and scheduling

  • Real-time performance monitoring

  • Personalization at volume

  • Anomaly detection and early warning

Humans must own

  • Judgment calls that carry ethical weight

  • Relationships that require genuine presence

  • Decisions made with incomplete information where values must govern

  • The conversation with the person who is struggling

  • Creative synthesis rooted in lived experience

  • Defining what AI is for and what it should never touch

  • Reading the room when the data says one thing and the culture says another

  • Anything where being wrong has consequences a system cannot understand

Approach

How we work

We use the Alignment Loop as the diagnostic and design framework for every AI transformation engagement. Four dimensions. Each with an inner layer the technology cannot address, and an outer layer where the technology creates new capability. Both matter. Neither alone is sufficient.

Dive in deeper

What this looks like in practice

Phase 1

The Diagnostic

We make an assessment of your organization’s people, processes and platforms to truly understand what can and should be automated and where humans need to be elevated accordingly.

Phase 2

The Alignment Design

We start with the leadership alignment, the human/AI boundary framework, the operating norms and feedback mechanisms that make the technology serve the organization rather than the other way around.

Phase 3

Integration and Momentum

We build the feedback loops and operating cadence that keep the transformation honest over time and the culture signals that tell your people what they are for in this new configuration.

Who we work with

Who this is for

CCOs, COOs, and transformation leaders who sense that the technology is not the hardest part. Founders who want to build AI into their organization in a way that strengthens rather than hollows out the culture they have built. Leadership teams who have seen a transformation stall and want to understand why before the next one begins

Who this is not for

Organizations looking for an AI implementation partner. We are not the team that builds the tools. We are the team that ensures your organization is aligned enough to benefit from them, and human enough to know when not to.

How we work

  • "Miriam's intuition and approach to our non-profit strategic needs helped us shape a comprehensive and empowering strategid and operational planning process. Her ability to identify root causes and offer solutions to address them, from her experience and expertise, has been invaluable to our organization. I highly recommend Miriam for strategic and operational planning."

    —Gary Shipp, Sr. Director Strategy ALS Association

  • "Miriam has a unique ability to diverge and converge, taking a macro view into a concise point of view. Her judgement, read of the room and quiet confidence makes her a strong strategist, leader and team player. She has a results oriented attitude and growth mindset which I very much valued."

    —Alim Dhanji, CHRO TD Synnex

  • " Well-rooted, balanced and sustainable - Miriam coaches you in a profound way positively impacting your life"

    - Eva-Marie Lander, CFO Daimler Trucks

Where is your AI transformation losing alignment?

Most organizations find out eighteen months after deployment, in a culture survey, a talent retention problem, or a quality issue the dashboard did not predict. The diagnostic conversation finds it earlier.

Request a diagnostic conversation