PDF · 18 pages
The Enterprise Guide to Private LLMs
Architecture options, cost models, and governance checklists for bringing language models inside your security perimeter.
- Self-hosted vs fine-tuned vs API-gated: a decision matrix
- Total cost of ownership across deployment models
- Governance and evaluation checklist for regulated industries
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AI Readiness: a 30-Day Assessment Framework
How we score data maturity, use-case value, and organizational readiness before an AI engagement begins.
- The use-case scoring model: impact × readiness × risk
- Data maturity rubric with remediation sequencing
- A sample 30-day assessment plan you can run internally
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Modernizing Legacy Processes with Automation
The playbook from 500+ transformed processes: sequencing, risk, and the metrics that convince a CFO.
- Strangler-pattern sequencing for zero-downtime change
- Risk maps and rollback design for revenue-critical paths
- Before/after metrics templates for the business case
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AI Governance for the Enterprise
Evaluation, oversight, and audit design for AI systems that must survive regulator and board scrutiny.
- Evaluation suites: golden datasets and regression tracking
- Human oversight patterns: gates, sampling, escalation
- Audit-trail design for AI-assisted decisions
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