Capture
Learn how work happens
Interview the people who know the work, and review the documents and other evidence you permit. Find the process logic, exceptions, and reasons that records leave out.

HR transformation and AI readiness
Ikona Analytics helps enterprise HR teams turn organizational knowledge into clear priorities, practical designs, and requirements for change. Senior practitioners and AI-enabled research capture what your people know and make it useful for transformation, analytics, and AI.
Expand
Your knowledge base
Expand. Each engagement adds to it. Later work starts from what still holds.
What the work produces
Trusted by enterprise HR teams at

Each situation shows what the work produces and where it usually begins.
Pick the one closest to yours
Senior practitioners lead the work. AI-enabled research helps capture and organize what people tell us, with each finding traced to its source.
We call this Enterprise Knowledge Operations: making what your organization knows usable, and keeping it useful as things change.
Learn how work happens
Interview the people who know the work, and review the documents and other evidence you permit. Find the process logic, exceptions, and reasons that records leave out.
Make it usable
Organize the findings into traceable organizational context: definitions, handoffs, decisions, and where each one came from.
Put it to work
Turn that context into business cases, roadmaps, process designs, and requirements your leaders and delivery team can use.
ExpandThe benefit that continues
The knowledge stays useful after the engagement. Later work reuses what still holds, checks what has changed, and fills the gaps for the next question.

A global healthcare HR team started with a current-state assessment. The knowledge captured in that work became the basis for subsequent strategy, operating-model, and data-product work.
Each later piece of work started from that evidence.
Map HR data capabilities and gaps from stakeholder evidence.
Step through the case
Reusable knowledge
Cited. Connected. Kept useful.
Former Heads of People Analytics and HR technology leaders from Amazon, JPMorgan Chase, Google, Meta, Nike, and Expedia.

CEO
People analytics · Amazon, JPMorgan Chase, Google

CTO
ML products serving millions. Expedia Group, Amazon, Merck.

CPO
ISD Methodology & Delivery. Meta, Uber, Nike. HR Tech 100.




Tell us the outcome you want, the evidence you already have, who is involved, and your timing. We’ll suggest a useful first step.
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Practitioner perspectives on workforce transformation, people analytics, and the future of HR.