Symphonia / Insights
Considered perspectives.
A closer look.
A longer view.
Perspectives on AI, business intelligence and the work of building an advantage. Shared when there is something worth saying.
AI adoption in the first 100 days: what an investor should ask.
The value case for AI in a portfolio company is decided after the build. Five questions that show early whether people will actually work differently.
Putting commercial knowledge to work.
An illustrative use case: turning scattered product and customer information into better preparation for a commercial team.
Illustrative example · Not a client caseFrom isolated pilots to operating capability.
A lens for evaluating the next phase of AI adoption: the work around the application deserves as much attention as the application itself.
The advantage is in the business. Not just the model.
Why a useful AI conversation starts with the knowledge, decisions and work that make an organisation its own.
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The most relevant question is often the one specific to your business.