Applied AI
Using Skill Files to Stop SQL Injection in Generated Backend Code
Skill files offer a pragmatic, reusable approach to embedding safe coding practices into AI-assisted generation workflows.
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Technical Advisory & Systems Research
Engineering Perspectives
Deep dives into Agentic Workflows, distributed systems, and the architectural rigor required to move AI from experimentation to enterprise-grade production.
Applied AI
UX for AI in the Professional Consultant: Production-Grade Interfaces
UX for AI in the professional consultant domain is not a cosmetic layer. It is the interface that enables goal setting, supervision, auditability, and governance across distributed systems.
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Applied AI
Validated LLM Use Cases for Production Systems
Validating LLM-enabled workflows in production is essential to secure reliability, safety, and business value.
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Applied AI
Validating AI Accuracy in Consulting: Practical Standards for Production-Grade Advisory
Validating AI accuracy in consulting is a business-critical discipline, not a marketing checkbox. For production-grade advisory work, accuracy translates to trust, risk management, and predictable outcomes across client environments.
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Applied AI
Validating source grounding in production AI systems
Grounding AI outputs in verified sources is non-negotiable for production systems. This article provides a practical framework to validate data provenance.
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Applied AI
Value-Based AI Pricing for Enterprises
Value-based AI pricing is not a passing trend; in production-grade programs, pricing tied to outcomes, reliability, and governance directly aligns vendor incentives with business results.
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Applied AI
Value-Based Billing for AI-Driven Advisory: Redefining Enterprise Consulting
Value-based billing for AI-driven advisory isn’t merely a pricing tweak; it’s an architectural decision that binds revenue to observable, verifiable outcomes produced by AI-enabled workflows.
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Applied AI
Value-Based GenAI Delegation: Architecture for Production-Grade Agentic Workflows
Value-based delegation to GenAI is not about replacing human judgment with opaque automation. It is a disciplined pattern that binds GenAI with contracts.
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Applied AI
Value-Based Pricing for Agentic Projects: Moving Beyond Time and Materials
Value-based pricing for agentic projects is not a billing trick; it is a disciplined framework that ties payments to measurable outcomes delivered by production-grade AI systems.
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