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AI Capability

Your AI portfolio, from first pilot to governed ROI.

88% of companies already use AI, but few get past the pilot stage. AI Capability industrializes your initiatives: it diagnoses them, measures them, takes them to production and governs them — with ROI per initiative, not by intuition.

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01 / Absorption diagnostic

How much AI can your organization absorb?

Inspired by Cohen-Levinthal's absorptive capacity: we measure 9 dimensions that determine how fast your company turns AI into real value.

  • 1Data & access
  • 2Talent & skills
  • 3Technical infrastructure
  • 4Culture & change management
  • 5Processes & workflows
  • 6Governance & risk
  • 7Leadership & sponsorship
  • 8Budget & funding
  • 9Prioritized use cases
Screenshot of the AI Readiness — absorption diagnostic module in the Kaivok cockpit
02 / Maturity per initiative

The autonomy ladder, level by level.

Each initiative advances through five levels, from initial access to autonomous agents. Measured by evidence and promoted with explicit gates.

1
L1 · Access
Tools available, sporadic use.
2
L2 · Tasks
AI applied to discrete tasks with prompts.
3
L3 · Workflow
AI integrated into the team's workflow.
minimum target
4
L4 · Operational
AI in production with metrics and SLAs.
5
L5 · Agents
Autonomous agents with human oversight.
Screenshot of the Maturity — L1–L5 ladder module in the Kaivok cockpit
03 / AI Factory

Your AI stack, mapped by layers.

From data to interface: each initiative's architecture documented in five layers, to industrialize without losing governance.

Data

Sources, quality and governed access.

Models

Model selection per use case.

Orchestration

Pipelines, RAG and tools.

Automation

Agents and production flows.

Interfaces

Delivery to the end user.

Screenshot of the Architecture board — AI Factory module in the Kaivok cockpit
04 / ROI per initiative

Projected vs. captured. No ambiguity.

Each initiative with its business case, its projected return and the return actually captured. Investment decisions with data, not expectations.

Projected ROI

The business case that justified the investment.

Captured ROI

The measured return, updated sprint by sprint.

Screenshot of the ROI — projected vs captured module in the Kaivok cockpit
05 / AI governance

The differentiator vs. generic tools.

Not paper governance: operational governance integrated into execution. What generic tools don't have.

HITL Registry

A registry of human-in-the-loop checkpoints per initiative: who approves, when and by what criteria. Traceability for audit.

Prompt Version Control

Prompts versioned as assets: history, author and rollback. The prompt stops being tacit knowledge and becomes a governed asset.

AI FinOps

Cost per initiative, per model and per team. Budget and consumption in one view, to decide what to scale and what to discontinue.

EU AI Act and NIST AI RMF principles applied to the product.

Take your AI portfolio to governed production.

Try the live demoRequest a free diagnostic

30 minutes. You get a maturity score and 3 prioritized opportunities. No commitment.