Tagged: AI Product Development
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AI document extraction is only the first step
AI document extraction turns files into data. Learn how to match records, catch missing information, and build a focused workflow customers can review.
Dhaval Bhatt -
Your AI knowledge base needs an expiry date
AI knowledge base freshness starts with document lifecycles. Learn how to retire outdated sources, test updates, and build a focused product pilot.
Dhaval Bhatt -
AI Image Generation Needs a Workflow Router, Not One Generate Button
AI image generation now spans fast drafts and precision editing. Learn how to build a focused product around routing, review, and approval.
Dhaval Bhatt -
Before You Fine-Tune Your AI Agent, Capture the Corrections
AI agent fine-tuning starts with expert corrections. Learn how to turn real workflow traces into useful training data before you train a model.
Dhaval Bhatt -
Your AI Agent Evals Need Production Traffic, Not Just Test Cases
AI agent evals built from production traffic can reveal behavior changes that hand-written test cases miss before a new model, prompt, or tool ships.
Dhaval Bhatt -
Your AI Agent Needs a Release Process, Not Another Prompt Tweak
AI agent release process: use evals, staged rollouts, production metrics, and rollback controls before changing behavior for every customer.
Dhaval Bhatt -
AI 3D Generation Is Becoming a Workflow Tool. Start With One Asset Bottleneck.
AI 3D generation is moving into batch workflows. Learn how domain experts can turn one expensive asset bottleneck into a focused product.
Dhaval Bhatt -
AI Audio Provenance Is Now a Product Feature, Not a Compliance Footer
AI audio provenance can become a trust feature. Learn how founders can design verification, disclosure, and review into voice products.
Dhaval Bhatt -
MCP Went Stateless. Build Your AI Product Around Tool Contracts.
MCP's stateless 2026 update shows AI founders how to build durable products with explicit tools, visible state, and portable workflows.
Dhaval Bhatt -
Mastering the Best AI Product Development Techniques
Strategies, tools, and trends in AI product development — from machine learning and NLP to prototyping, design, and the challenges teams face bringing AI products to market.
AI Product Accelerator