Development Briefings
Research, analysis, and operating guidance filed under Development.
How to Optimise RAG Retrieval Quality at Scale
Learn how to optimise RAG retrieval quality through corpus design, hybrid search, reranking and evaluation that improve enterprise answer reliability.
The Agent Economy: Where Value Will Accrue
The agent economy will reorganise software, labour and governance. Assess where enterprise value accrues and which operating controls will matter most.
AI Spending Trends Reshape the Enterprise Stack
AI spending trends are shifting from model experiments to governed systems, forcing leaders to price compute, data, integration and control at scale.
Snowflake Cortex AI Gateway: Enterprise Buyer Guide
Snowflake Cortex AI Gateway explained for enterprise buyers: capabilities, access boundaries, availability, governance questions, and adoption tests.
Multimodal Search Architecture That Scales
Multimodal search architecture: how to design retrieval, fusion, governance and cost controls for enterprise AI systems that must scale with confidence.
Reducing Hallucinations in Legal RAG Systems
Reducing hallucinations in legal RAG requires evidence controls, retrieval testing and accountable review. A framework for reliable legal AI systems.
AI Labour Economics and the New Cost Curve
AI labour economics explains how models reshape task costs, wage leverage, organisational design and the governance required for real productivity gains.
Deploying Private AI Models at Enterprise Scale
Deploying private AI models changes data control, compute economics and governance. Assess the architecture, operating model and trade-offs before scaling.
When Private LLMs Justify Enterprise Cost
Private LLMs can protect sensitive data and operational control, but their economics depend on workload design, governance and utilisation rates at scale.
AI Model Evaluation Scorecard for Production Readiness
Use an AI model evaluation scorecard to test business fit, quality, safety, cost, and deployment readiness before putting a model into production.
Enterprise AI Troubleshooting Steps: A CTO Guide
Use enterprise AI troubleshooting steps to triage incidents, test safely, and decide when to contain, escalate, or redesign with this executive guide.
API Models Versus Self Hosting for Enterprise AI
API models versus self hosting is a decision about control, latency, governance and economics. Assess the operating model before committing capital now.