Diagnostics, briefings, and benchmarks from the engagement floor.
The firm publishes only when it has something operationally useful to say, on no scheduled newsletter cadence, and without the recycled commentary or platform-vendor reaction posts that have saturated the broader enterprise AI discourse.
Portfolio drift: when the unit economics shift under an approved AI strategy.
Budgets approved against inference workloads are now funding agentic systems with fundamentally different cost curves. We examined 17 enterprise AI portfolios written between 2022 and 2024 to identify where the mismatch began, what the operating model failed to absorb, and the kill criteria that would have caught the drift earlier.
Read the perspectiveThe architectural wedge: routing inference, retrieval, and orchestration across heterogeneous compute.
An architectural pattern for enterprises whose workload composition is shifting faster than the procurement cycle. The wedge separates the routing decision from the procurement decision, and lets the operating model absorb a workload shift without renegotiating a vendor contract.
AI in financial services: the 2026 governance benchmark.
How 42 banks and insurers instrument AI governance, kill criteria, and portfolio tiering. A benchmark of the operating model, not the technology stack, drawn from primary engagement data and structured interviews with the sitting Chief AI Officer or equivalent role.
Boards and the governance artifact: the seven questions every director should be asking.
A briefing for boards setting AI governance from a standing start, written for chairs and audit committee members. Seven questions that, asked of management, distinguish a governance artifact that survives the next platform cycle from one that does not.
Industrial manufacturer compresses quote-to-cash by 41 percent in eight weeks.
Anonymized engagement summary. A North American industrial manufacturer with a configured-product line and a quote-to-cash cycle averaging 43 days at the start of the engagement. The diagnostic, the operating model rewrite, the architectural prototype, and the production stand-up that compressed the cycle to 25 days inside eight weeks.
Build, buy, partner: how the decision tilts when the architecture is the wedge.
A decision framework for Chief Information Officers and Chief AI Officers facing the next round of platform commitments. The wedge architecture changes the structure of the build-buy-partner decision, and the decision criteria written for the previous round of platform commitments no longer fit.
Commission and operate: a third path beyond build versus buy.
Why a growing share of regulated enterprises are commissioning the architecture and retaining a partner to operate it. The structure, the contract form, and the operating economics of a model that does not fit cleanly into either column of the historical procurement framework.