AI adoption for organisations where impact matters as much as efficiency.

For impact-led organisations, the question isn’t simply what AI can automate. It’s what AI will do to your mission, your people, your decision-making and the communities you serve.

I help leadership teams build the strategy, governance, and human infrastructure around AI—so it expands organizational capacity without weakening judgment, trust or accountability.

Take the free AI Trust Score 
QUESTIONS YOU ARE ALREADY ASKING

Most AI pilots fail after the demo, and they fail on the same points, on both sides: systems that ship sounding more confident than they are, and organisations that roll them out with no owner for the errors and no plan for their people. The gaps are real, they're measurable, and every one of them is a trust gap. Closing them is the work.

TRUST IS NO LONGER A COMPLIANCE LAYER. IT'S HOW IMPACT GETS DELIVERED.
GET YOUR AI-TRUST SCORE

From where you are to AI that holds

  • Geometric drawing of an outline square with sections divided by vertical, horizontal, and diagonal lines.

    1. SENSEMAKING

    Where does AI stand in your organisation, and how ready are you to take it further? The framework maps your actual AI footprint and assess readiness across your people, data, and processes, together with the outside forces shaping your options.

    You leave with: a clear picture of where you stand, and your Alignment Gap.

  • Geometric drawing of an outline square with sections divided by vertical, horizontal, and half circle lines.

    2. ALIGNMENT

    Your AI plans, data foundations and mission priorities are brought into alignment, so investment goes where it can create real value without compromising what the organisation exists to achieve.

    You leave with: an AI strategy the business recognises and can commit to.

  • Geometric drawing of an outline square with sections divided by vertical, horizontal, and circle lines.

    3. ARCHITECTURE & COMPLIANCE

    The supporting structure is built around your organisation: governance proportionate to your risk, policies people can actually use, and trust infrastructure that keeps decisions transparent, traceable and accountable.

    You leave with: structures ready for the regulation already arriving.

  • Geometric drawing of an outline square with sections divided by vertical, horizontal, and diagonal lines.

    4. EXECUTION

    Workshops, governance rollout and skill building turn the new structures into everyday practice, building the capability to sustain them as the organisation evolves.

    You leave with: working practice, and the capability to run it without us

  • 5. ASSESSMENT

    Progress is measured against the same baseline, alongside the standards and regulations relevant to your organisation—from NIST and ISO 42001 to the EU AI Act where applicable.

    You leave with: improvement in numbers, and the next priority named.

EXPLORE AI-ADOPTION WORKSHOPS

A framework for scoring whether AI systems are trustworthy to the people they affect — before the failure shows up in your outcome metrics.

  • FIVE DIMENSIONS

  • TWO LENSES

  • FIFTEEN CRITERIA

THE 90% CODE AI ASSESSMENT FRAMEWORK

HOW MUCH AGENCY ARE YOU ACTUALLY RETAINING WHEN AI ENTERS YOUR WORK?

GET YOUR AI-TRUST SCORE

Building an operating system for mission-aligned AI

  • Distributed by design

    AI moves too quickly for every decision to travel up and down a hierarchy. Flatter, goal-focused teams keep authority closer to the people, communities and context that matter—and can adapt as the work changes.

  • Decisions close to the work

    Authority moves closer to the teams solving the problem, with clear accountability attached to every decision and real voice for the people it affects. Empowerment and answerability travel together, at every level.

  • People who grow with AI

    AI can create short-term efficiency by renting intelligence from a vendor. The bigger opportunity is to build capability that stays inside the organisation. Adoption should do both: improve performance today while strengthening human judgment for tomorrow, in line with the growing emphasis on AI literacy and competency across frameworks such as the EU AI Act and NIST.

  • Foundations that hold

    Data governance, security, and compliance built to stand up under the frameworks that matter, from the EU AI Act to NIST and ISO 42001. Infrastructure your auditors recognise and your teams can actually run.

  • Impact beyond the quarter

    What you build affects employees, customers, communities, and the environment—and its consequences can outlast the people who designed it. Stewardship means considering those impacts deliberately, so today’s AI decisions create value the next generation can build on rather than inherit as a cost.

GET YOUR AI-TRUST SCORE

Most pilot testers rated the AI Trust Score assessment 5 out of 5.

  • "One of the most serious governance tools I've experienced."

    —Enterprise leader · AI adopter

  • "The strategies are the most useful part, and far more detailed than other AI assessments I've tried."

    —AI Builder

  • "It gave a whole different meaning to what trust with AI means: that as users we need a real voice in how these tools shape us, not just today but for the generations after us."

    — Educator · trains teachers

LET’S GET STARTED

Sonali Sharma works with leadership teams on AI strategy and adoption, and is an Entrepreneur in Residence at Spring.

Her ground rule: diagnosis before design, and people before tools.

GET IN TOUCH