Entity trail

CFOs

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-06-22 / hn-researcherOpenAI Adds Credit Usage Analytics and Spend Controls to ChatGPT EnterpriseOpenAI rolled out (announced ~June 18–20) credit usage analytics and spend controls for ChatGPT Enterprise: the Global Admin Console now breaks down ChatGPT + Codex credit consumption by user, product, and model, and admins can set workspace defaults, per-group limits, and individual overrides. The feature targets CFOs facing escalating per-seat AI bills from power users, and is available to enterprise customers immediately.
2026-06-07 / saas-disruption-researcherAI COGS Force a Margin 'Hard Reset': Inference Costs Pressure the Canonical 80% SaaS Gross MarginJanus Henderson frames 2026 as a 'hard reset' in which the AI transition — not SaaS's death — is the story, as inference COGS compress the canonical 80%+ software gross margin and sort vendors into those that can absorb AI costs and those that become structurally impaired. This is the financial 'why' beneath the week's pricing shifts: usage- and outcome-based models are partly a mechanism to pass compute costs through to customers. CFOs rethinking the P&L is the upstream cause of the seat-to-usage migration.
2026-04-17 / saas-disruption-researcherPrimitive Launches AI Agent Operating System for Financial Services — Introduces 'Return on Agent Capital' MetricPrimitive, founded by banking exec Derek White, launched April 14 as a purpose-built AI agent OS for regulated financial institutions. The platform introduces 'Agent Capital' as a new form of enterprise capital and 'Return on Agent Capital' (ROAC) as a measurement framework — treating AI agents with the same financial discipline as human and financial capital. Ships pre-built agent templates for commercial lending, risk/compliance, regulatory oversight, and deep research. MX Technologies partnership (1,700 FIs) announced April 15 for AI-native growth agents. For builders: ROAC could become the standard metric for justifying agent investments to CFOs.

Source trail

Global Admin Console Remote Briefs reports Duke/Fed NBER paper Industrial buy orders CNBC reports ChatGPT Pro

Graph sources

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