Human-Centered AI Governance by Design · AyniAI
← Offerings Advisory Remote · onsite

Human-Centered AI Governance by Design

Turn AI ethics commitments into practice your teams can build — diagnosed, designed and embedded with me.

The framework behind it Diagnose · Envision · Direction

Diagnose the harm, set the vision, give it a direction.

01 AI ethics · the diagnosis

Ethics diagnoses the harm

I map where harm is most likely, by use case and/or line of business: whose rights are exposed, where the gaps are, and which guardrails and mitigations are non-negotiable.

02 AI flourishing · the vision

Flourishing sets the vision

Where do you want to go? Beyond avoiding harm, together we work through flourishing: how it can change your product, your strategy and the vision you build toward.

03 Ancestrality · the direction

Ancestrality gives the direction

Ancestral intelligence shows a direction that embeds care into the product itself — meeting compliance and reducing harm by design, not by review at the end.

Three steps Diagnose · Design · Embed

AI ethics diagnoses your use case. AI flourishing guides the way forward. Ancestral Intelligence gives you the how.

AI ethics from the ground up: into your product and features, not just a compliance checklist. Advisory runs in three steps — begin wherever your organisation is.

Step 01 · DiagnoseThrough ethics · 3–4 weeks · fixed fee

AI Readiness & Risk Assessment

Ethics diagnoses the harm. I assess how ready you are, map risk use case by use case, and show what to fix first.

Readiness review Risk mapped by use case Prioritised gaps & guardrails
Outcome: you know where you stand, and what to fix first.
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Step 02 · DesignThrough flourishing · day rate · remote or onsite

Flourishing Product Design

Flourishing sets the vision. Pluriversal design turns ethics into product features that hold across cultures, contexts and communities.

Flourishing innovation session Ethics translated into product features Vision translated into roadmap
Outcome: AI your customers trust and teams can actually build.
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Step 03 · EmbedThrough ancestrality · ongoing · leadership tier

Governance in the Lifecycle

Ancestrality gives the direction. Care written into strategy and the AI lifecycle — where product teams already work, not as review friction at the end.

Care into requirements, specs & release gates Compliance met by design Senior tier · standing counsel for leadership
Outcome: ethics embedded in the product, not bolted on.
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Not sure where to start?

Tell me where you are. I’ll suggest the right first step.

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