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References

This guide draws on the following public sources. Where a fact, quote, or figure in this guide is attributed to FINOS, Fluxnova, CALM, or AIUC-1, it traces back to one of these.

FINOS AI Governance Framework (AIGF)​

AI Governance Framework — GitHub repository — https://github.com/finos/ai-governance-framework

AI Governance Framework — published site (risk catalog, taxonomy, heuristic assessment) — https://air-governance-framework.finos.org/

AI Governance Framework — governance policy (Participants, Maintainers, consensus process) — https://github.com/finos/ai-governance-framework/blob/main/GOVERNANCE.md

FINOS AI Governance Framework v2.0 announcement — https://www.finos.org/blog/finos-ai-governance-framework-v2.0-addressing-agentic-ai-risks-in-a-rapidly-evolving-landscape

AI Readiness SIG — GitHub repository (origin of AIGF) — https://github.com/finos/ai-readiness

Governance-as-Code, the FINOS AI Fund, and Common Cloud Controls​

Governance as Code — AI at FINOS — https://ai.finos.org/governance-as-code/

AI at FINOS — program homepage — https://ai.finos.org/

FINOS Launches AI Fund — press release — https://www.finos.org/press/finos-launches-ai-fund

iTmethods joins FINOS and the Agentic AI Foundation — Governance-as-Code pipeline context — https://www.prnewswire.com/news-releases/itmethods-joins-the-linux-foundation-finos-and-agentic-ai-foundation-to-advance-governance-standards-for-regulated-agentic-ai-302816923.html

CALM (Common Architecture Language Model)​

CALM — project homepage and guided journeys — https://calm.finos.org/

CALM — “What is CALM?” introduction — https://calm.finos.org/introduction/what-is-calm/

architecture-as-code — GitHub monorepo (CALM specification, CLI, Calm Hub, VS Code plugin) — https://github.com/finos/architecture-as-code

architecture-as-code — CALM specification source — https://github.com/finos/architecture-as-code/tree/main/calm

calm-cli — npm package documentation — https://www.npmjs.com/package/@finos/calm-cli

Fluxnova​

Auditable Agentic Orchestration: From Autonomous Systems to Governed Execution — Scott Logic (introduces the Agentic Subprocess) — https://blog.scottlogic.com/2026/07/08/auditable-agentic-orchestration.html

fluxnova-bpm-platform — GitHub repository — https://github.com/finos/fluxnova-bpm-platform

fluxnova-modeler — GitHub repository — https://github.com/finos/fluxnova-modeler

fluxnova-modeler — releases — https://github.com/finos/fluxnova-modeler/releases

Fluxnova 1.0 Released — announcement discussion — https://github.com/finos/fluxnova-bpm-platform/discussions/6

Fluxnova 2.0 & 3.0 release roadmap — discussion (restricted variables, MCP integration) — https://github.com/finos/fluxnova-bpm-platform/discussions/59

AIUC-1​

AIUC — standard and insurance homepage — https://aiuc.com/

AIUC-1 — standard homepage — https://www.aiuc-1.com/

What Is AIUC-1? The First Security Standard Built for AI Agents — Workstreet — https://www.workstreet.com/blog/what-is-aiuc-1

AIUC-1 AI Agent Certification: The Complete Guide — https://axipro.co/aiuc-1-certification/

Rajiv Dattani is bringing insurance to the AI agent boom — Fast Company — https://www.fastcompany.com/91550776/rajiv-dattani-is-bringing-insurance-to-the-ai-agent-boom

Tokenomics​

Linux Foundation Launches the Tokenomics Foundation to Define the Economics and ROI of AI Value — https://www.linuxfoundation.org/press/linux-foundation-launches-the-tokenomics-foundation-to-define-the-economics-and-roi-of-ai-value

Tokenomics Foundation — homepage — https://www.tokeneconomics.com/

Big-T Notation project — Tokenomics Foundation — https://www.tokeneconomics.com/projects/big-t-notation/

FOCUS — FinOps Open Cost and Usage Specification — https://focus.finops.org/

The pivot to tokenomics: Navigating AI's new spend dynamics — Deloitte — https://www.deloitte.com/content/dam/assets-zone3/us/en/docs/services/consulting/2026/how-to-navigate-economics-of-ai.pdf

Evals​

Eval Driven Development: What it is, how to do it right, and real examples to learn from — DeepEval — https://deepeval.com/blog/eval-driven-development

DeepEval — GitHub repository (open-source LLM evaluation framework) — https://github.com/confident-ai/deepeval

Eval harness: What it is, how to use it, and why you should care — DeepEval — https://deepeval.com/blog/what-is-an-eval-harness

AI Agent Evaluation guide — DeepEval — https://deepeval.com/guides/guides-ai-agent-evaluation