Insights
What we have learned putting AI into regulated environments.
Long-form briefs for executives, architects and security leaders. No trend commentary, only what we have had to make work.
- Strategy2026-07-289 min read
How Fortune 500 Companies Deploy AI
A field view of how fortune 500 companies deploy ai, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Governance2026-06-2710 min read
The Enterprise AI Governance Framework
A field view of the enterprise ai governance framework, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Deployment2026-05-2611 min read
Forward Deployed Engineers, Explained
A field view of forward deployed engineers, explained, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Deployment2026-04-2512 min read
Deploying OpenAI in the Enterprise
A field view of deploying openai in the enterprise, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Security2026-03-2413 min read
The Enterprise AI Security Checklist
A field view of the enterprise ai security checklist, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Platform2026-02-2314 min read
Choosing the Right LLM for Your Enterprise
A field view of choosing the right llm for your enterprise, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Governance2026-07-2215 min read
Responsible AI That Survives Audit
A field view of responsible ai that survives audit, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Strategy2026-06-219 min read
Building a Credible AI ROI Model
A field view of building a credible ai roi model, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Strategy2026-05-2010 min read
The CIO Guide to AI Strategy
A field view of the cio guide to ai strategy, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Governance2026-04-1911 min read
Board AI Readiness in Twelve Questions
A field view of board ai readiness in twelve questions, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Platform2026-03-1812 min read
Comparing Enterprise AI Vendors
A field view of comparing enterprise ai vendors, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Platform2026-02-1713 min read
Microsoft Copilot vs ChatGPT Enterprise
A field view of microsoft copilot vs chatgpt enterprise, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Governance2026-07-1614 min read
AI Risk Management for Regulated Firms
A field view of ai risk management for regulated firms, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Industry2026-06-1515 min read
How Banks Deploy AI Under MRM
A field view of how banks deploy ai under mrm, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Security2026-05-149 min read
Healthcare AI Security and PHI Boundaries
A field view of healthcare ai security and phi boundaries, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Operations2026-04-1310 min read
Standing Up an AI PMO
A field view of standing up an ai pmo, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Platform2026-03-1211 min read
Enterprise Agents in Production
A field view of enterprise agents in production, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Platform2026-02-1112 min read
Agentic AI: Controls Before Autonomy
A field view of agentic ai: controls before autonomy, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Governance2026-07-1013 min read
AI Procurement and Contractual Terms
A field view of ai procurement and contractual terms, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Security2026-06-0914 min read
Prompt Injection: A Practical Defense Guide
A field view of prompt injection: a practical defense guide, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Operations2026-05-0815 min read
Evaluation Harnesses for Enterprise LLMs
A field view of evaluation harnesses for enterprise llms, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Platform2026-04-079 min read
RAG Architecture at Enterprise Scale
A field view of rag architecture at enterprise scale, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Platform2026-03-0610 min read
Data Readiness Before Model Selection
A field view of data readiness before model selection, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Governance2026-02-0511 min read
The EU AI Act: An Operator's Reading
A field view of the eu ai act: an operator's reading, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Governance2026-07-0412 min read
NIST AI RMF Applied to Real Programs
A field view of nist ai rmf applied to real programs, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Governance2026-06-0313 min read
ISO 42001 Certification, Practically
A field view of iso 42001 certification, practically, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Operations2026-05-0214 min read
Cost Control for Production LLM Systems
A field view of cost control for production llm systems, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Operations2026-04-2815 min read
Model Drift Detection in the Enterprise
A field view of model drift detection in the enterprise, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Security2026-03-279 min read
Eliminating Shadow AI in 90 Days
A field view of eliminating shadow ai in 90 days, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Operations2026-02-2610 min read
Building an AI Center of Excellence
A field view of building an ai center of excellence, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Strategy2026-07-2511 min read
Change Management for AI Adoption
A field view of change management for ai adoption, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Strategy2026-06-2412 min read
Measuring AI Adoption That Matters
A field view of measuring ai adoption that matters, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Platform2026-05-2313 min read
Private Model Hosting Tradeoffs
A field view of private model hosting tradeoffs, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Platform2026-04-2214 min read
Fine-Tuning vs Retrieval vs Prompting
A field view of fine-tuning vs retrieval vs prompting, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Security2026-03-2115 min read
Red Teaming Enterprise AI Systems
A field view of red teaming enterprise ai systems, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Operations2026-02-209 min read
Human-in-the-Loop Design Patterns
A field view of human-in-the-loop design patterns, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Security2026-07-1910 min read
AI Incident Response Playbooks
A field view of ai incident response playbooks, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Security2026-06-1811 min read
Data Residency for Global AI Deployments
A field view of data residency for global ai deployments, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Strategy2026-05-1712 min read
The Economics of Inference
A field view of the economics of inference, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
- Deployment2026-04-1613 min read
From Pilot Purgatory to Production
A field view of from pilot purgatory to production, drawn from Evolvion AI deployments inside Fortune 1000 environments, with the controls, sequencing and evidence leaders are actually asked to produce.
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