Writing
Notes from the workshop. Articles on product engineering, AI, and what we're learning as we ship.
Articles
How to Find the Workflows Worth Automating
Most automation projects fail because they target the wrong processes. Here is a practical framework for identifying the workflows that actually deserve AI.
#automation#workflows#strategyAutomating Entire Functions, Not Just Tasks
Task-level automation saves minutes. Function-level automation removes entire roles from the bottleneck. Here is how to think bigger.
#automation#AI#operationsWhat an AI Automation Audit Looks Like
Every engagement starts the same way: we watch how your team actually works, then show you where AI changes the equation. Here is the full process.
#consulting#automation#AI#process
Guides
AI Workflow Automation for Customer Support
Customer support teams spend 60% of their time on repetitive triage and lookup. Here is how AI automation changes that.
#automation#customer-support#AIAI Workflow Automation for Sales Operations
Sales ops burns hours on CRM hygiene, lead scoring, and pipeline reporting. AI automation reclaims that time for actual selling.
#automation#sales#AIAI Workflow Automation for Finance Teams
Invoice processing, expense categorisation, and anomaly detection are high-volume, rule-heavy workflows that AI handles well.
#automation#finance#AIAI Workflow Automation for HR and Recruitment
Screening resumes, scheduling interviews, and chasing references are high-volume HR workflows that AI handles faster and more consistently.
#automation#HR#recruitment#AIAI Workflow Automation for Marketing Operations
Campaign reporting, content distribution, and lead routing eat up marketing ops capacity. AI automation frees the team to focus on strategy.
#automation#marketing#AIAI Workflow Automation for Product Teams
Bug triage, user feedback synthesis, and release notes are repetitive product workflows. AI automation lets PMs focus on decisions, not data entry.
#automation#product#AI