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Government
AI-enabled skills intelligence for a national agency
The challenge
A national agency needed a structured, evidence-based view of skills supply and demand to support policy decisions.
What this solution brings together
How we deliver it
Five stages, from diagnosis to evidence of impact.
Each stage ends in an output you receive, and the next stage builds on it.
Diagnose
We analyse needs with AI and work out what has to be built.
Output
Capability diagnosis
Design
We write the architecture and specifications first, and everything after is built on them.
Output
Architecture and specifications
Develop
Our own teams build the bilingual content, the platforms and the immersive environments.
Output
A solution ready to launch
Deploy
We launch the programme and connect it to your systems.
Output
Live programme and transfer
Demonstrate
We measure the impact and collect the compliance evidence before we close the project.
Output
Evidence of impact
- 01
Diagnose
We analyse needs with AI and work out what has to be built.
Output · Capability diagnosis
- 02
Design
We write the architecture and specifications first, and everything after is built on them.
Output · Architecture and specifications
- 03
Develop
Our own teams build the bilingual content, the platforms and the immersive environments.
Output · A solution ready to launch
- 04
Deploy
We launch the programme and connect it to your systems.
Output · Live programme and transfer
- 05
Demonstrate
We measure the impact and collect the compliance evidence before we close the project.
Output · Evidence of impact
The evidence
Our role
We engineered the skills taxonomy, the AI matching layer and the analytics interfaces designed for policy teams.