Scalability and technology consulting advice for SaaS and technology companies — from the AKF Partners team.
The Evolution: Product Operations Has Always Been About Doing More With Less Spend enough time in Product Operations and you develop a feel for the rhythm of…
The software industry is undergoing a shift more profound than the move from waterfall to agile. Many of our clients are attempting to accelerate their…
Have you ever wondered if AI is going to replace the role of Project and Product Managers? Before I became a Principal Consultant at AKF, I started my career…
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Pattern Summary Multi-Intent Fork is a parallel execution pattern where the agent detects or receives multiple distinct intents and pursues them concurrently.…
Pattern Summary Collect + Summarize is a synthesis pattern where the agent gathers inputs, signals, or content from multiple sources and produces a concise,…
Pattern Summary Handoff + Resume is a continuity pattern where the agent preserves state, context, or progress across sessions, users, or channels, and…
Pattern Summary Recommend + Explain is a guidance pattern where the agent suggests a specific action, path, or decision and provides rationale to support it.…
Pattern Summary Watch + Wait is a passive monitoring pattern where the agent observes a condition, event stream, or state change and takes action only when a…
Pattern Summary Ask + Confirm is a core agentic interaction where the system proactively gathers an input from the user and explicitly confirms it before…
Over the course of my career including time leading a global PMO, I have come to appreciate just how critical strong project and product management are to…
Purpose This guide outlines five initial plays to introduce agentic behavior into a product with minimal disruption, delivering measurable value while setting…
