The next productivity frontier is end-to-end flow
How integrated planning, process intelligence and operational management systems can unlock productivity beyond local efficiency programs.
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Food, beverage and food distribution
Protect margins and build resilient growth as input volatility, affordability and changing channels reshape food-system economics.
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Transformation without value leakage
Why transformation portfolios need explicit value pools, stronger governance and clearer mechanisms for converting initiatives into enterprise performance.
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Telecom operators still face the problem of turning network investment into growth
AI, network APIs and sovereign digital infrastructure create new opportunities, but connectivity economics remain difficult to escape.
AI is forcing software companies to question the economics of software itself
Agents can automate work previously performed inside applications, putting pressure on user-based pricing and established SaaS product boundaries.
Strategic challenges
What happens when AI agents begin choosing platforms on behalf of users?
The challenge is defending network effects when discovery and purchasing increasingly happen through interfaces the marketplace does not control.
Who owns the customer when the vehicle becomes a software platform?
The challenge is moving from one-time vehicle economics toward digital services without weakening affordability or product reliability.
POV
AI may destroy more software categories than it creates
When an agent can perform the workflow directly, some applications risk becoming infrastructure rather than destinations users need to open.
Private markets cannot treat liquidity as somebody else's problem forever
As hold periods extend, the ability to manufacture credible exits becomes as important as the ability to originate deals.
Strategic impact
Distribution advantage is shifting toward inventory intelligence and service depth
Better demand visibility and differentiated support can improve working-capital economics while protecting relevance against direct and digital channels.
Route optionality is becoming a measurable source of logistics resilience
Networks with credible alternatives can respond faster when ports, corridors or geopolitical conditions remove established flows.
What we observe
Insurers often scale AI before fixing the data and systems beneath it
Advanced models cannot compensate for fragmented policy data, legacy architecture and controls that were never designed for autonomous decisions.
Mining strategies often focus on reserves while underestimating midstream concentration
A diversified mine portfolio can still rely on highly concentrated processing capacity, creating a different form of strategic dependency.