Research · field notes

Written for people who sign the cheque.

Plain-language work on AI cost, governance, and what institutional finance teams should actually be asking. No SEO bait. No buzzword stack.

Field notes

01

Why your AI bill keeps surprising the CFO

The four structural reasons institutional AI spend grows faster than the workload it serves, and what to instrument to catch it early.

2026 · 05

Governance

02

Cost is a feature of the workflow, not the vendor

Cloud bills attribute spend to the provider. Useful for procurement. Useless for the team building the workflow that caused it.

2026 · 04

Architecture

03

A working ROI frame for diligence copilots

How an investment team can decide, in writing, whether an automated diligence step has paid for itself this quarter.

2026 · 03

ROI

04

History accumulation is the silent cost

The compounding token bill nobody notices until the workflow is six months old. A short field guide.

2026 · 02

Field note

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