Maturity tracking
A live read of AI maturity across strategy, data, technology, governance, workforce, and value realization.
Waikanda Intelligence OS
In development · Design partnersThe operating layer for institutional AI.
Most institutions cannot answer three questions: what AI is running, who owns it, and what it is worth. Intelligence OS is being built to answer all three continuously.
Intelligence OS — Executive View
Enterprise AI maturity
64
Operational · +11 QoQ
Active AI initiatives
17
5 in production · 4 in build
Estimated annual value
$4.31M
Attributed and verified
Workforce adoption
58%
of eligible roles active weekly
Transformation portfolio
| Initiative | Owner | Stage | Value |
|---|---|---|---|
| Enterprise knowledge assistant | In production | $1.4M | |
| Contract intelligence | Pilot | $620K | |
| Financial reporting automation | Build | $880K | |
| Sales intelligence agent | Design | $1.1M | |
| Employee onboarding system | Discovery | $310K |
Agent registry
- kb-assistant-prodLow risk
Policy corpus · Healthy
- contract-extract-v3Medium risk
Contract vault · Review due
- collections-outreachHigh risk
Customer ledger · Human-gated
- market-scan-dailyLow risk
Public sources · Healthy
Governance readiness
- Policy framework92%
- Model documentation74%
- Human-review coverage88%
- Incident process61%
Risk alerts
- Quarterly bias evaluation overdue — collections-outreach
- Vendor model version changed without review
- Two initiatives lack named accountable executives
Global institutional partners
- 4 university research partners
- 3 implementation partners — Lagos, Accra, Nairobi
- 2 cloud and infrastructure partners
- 1 public economic-development authority
Transformation milestones
- Assessment complete
- Governance charter ratified
- Two workflows in production
- Workforce program wave 2
- Board value review
Executive action queue
- 01Approve risk reclassification for collections-outreach
- 02Sign off Q3 value attribution methodology
- 03Confirm data-sharing terms with university partner
Interface shown is an illustrative product preview. Intelligence OS is in active development and is not generally available. Figures are representative, not client data.
Platform modules
Six modules, one system of record.
Use-case portfolio
Every candidate and active workflow scored on value, feasibility, risk, and readiness, with stage gates.
Agent registry
A record of every deployed agent: owner, purpose, data access, model, review cadence, and status.
Governance and risk
Policy library, approval workflows, human-in-the-loop requirements, incident logging, and audit trail.
Workforce capability
Role-level capability mapping tied to Academy pathways and to the workflows being deployed.
Value measurement
Baseline-to-outcome reporting on cycle time, cost, quality, and revenue, formatted for the board.
Design partner program
Shape the platform before general availability.
A limited cohort of institutions will help define the data model, governance workflow, and reporting standard — with direct access to the product team.