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Enterprise and commercial
AI solution delivery, consulting and architecture
AI solution delivery, consulting and architecture is the work of turning a customer's requirements into an AI solution that is integrated, supportable and fit for use. AI companies need it because a model alone rarely solves a business problem.
More buyers are moving past pilots and asking what an AI product does inside their own systems, controls and teams. That puts pressure on vendors to deliver, not just demonstrate. The hires are tricky because the work sits between engineering, consulting and operations. Plenty of candidates can build a convincing demo. Fewer can show it running reliably, passing a risk review and being used by real staff.
Roles in this family
5 roles
Where the people come from
Solution architecture, consulting, systems integration or technical delivery
Not to be confused with. A working demo alone is insufficient evidence of operational value.
Core skills
Where it is used
Routes in and out
People move in from
- AI strategy, transformation and operating modelsAdd system architecture, evaluation and implementation controls
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