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Practical reading on AI, data and software: what to build, what to evaluate and what it takes to operate the result.
Featured article · 6 min read
A practical framework for adding AI to an existing product through focused workflows, model selection, governed data access, evaluation, human oversight, observability, and staged rollout.
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AI engineering · 2 min read
Compare retrieval-augmented generation and fine-tuning by data freshness, behavior control, cost, evaluation, privacy, and production complexity.
AI agents · 2 min read
A guide to business voice agents covering real-time speech, dialogue, telephony, integrations, human transfer, evaluation, privacy, and production operations.
Document automation · 1 min read
How to design AI invoice processing around document capture, extraction, validation, matching, exceptions, approvals, ERP integration, and auditability.
Document automation · 1 min read
A guide to intelligent document processing covering classification, extraction, validation, human review, integrations, evaluation, and document governance.
Product analytics · 6 min read
A practical guide to scaling SaaS product analytics with Mixpanel through event design, funnels, retention, account analytics, governance, experimentation, and a trustworthy measurement system.
AI engineering · 6 min read
A practical framework for adding AI to an existing product through focused workflows, model selection, governed data access, evaluation, human oversight, observability, and staged rollout.