Product Ops Automation
We build agents that do PM grunt work. Your team does strategy.
Weekly Brief — Mar 18, 2026
8.5 hours saved this week
Real output. One PM. One workflow.
Your PMs spend Monday on competitive research. Tuesday synthesizing user interviews. Wednesday writing status updates. Thursday updating the roadmap.
ChatGPT doesn't know your roadmap. Copilot can't pull from your Jira. You've tried "AI everywhere." It's AI nowhere useful.
You need agents trained on your context.
What Agents Handle
Agents monitor competitor releases, pricing changes, reviews, and job postings. Weekly briefings land in Slack. You stop copy-pasting from G2.
8 hrs/week saved per PM
Interview transcripts, support tickets, NPS verbatims — agents extract themes, map to personas, surface insights with citations. No more tagging in Dovetail for 6 hours.
10x faster synthesis
From rough notes to structured PRDs in 8 minutes. Agents follow your templates, pull technical context from Notion, flag missing requirements before you forget them.
First draft in 8 min
Agents compile weekly updates from Jira, GitHub, Slack. Tailored summaries for execs, eng leads, cross-functional partners. Kill the Monday morning scramble.
3 hrs/week recovered
Agents keep roadmaps synced with reality. Flag slips when Jira status changes, update dependencies, draft adjustment memos when timelines shift. No more stale slides.
Always accurate
Agents track launch checklists across marketing, docs, support, sales. Ping owners when deadlines approach. Nothing falls through the cracks.
Zero-drop launches
How It Works
We audit your PM team's week. Where does time actually go? What's repeatable grunt work vs. strategic thinking?
Week 1-2
Deploy agent for your highest-toil workflow. Your tools. Your templates. Your context. Not a generic wrapper.
Week 3-4
Track time saved. Validate quality. If ROI clears 5 hrs/week, scale to more workflows. If not, walk away.
Month 2+
The Deal
If the pilot doesn't save your PM team 5+ hours per week, you don't pay for phase 2. Walk away. No questions. No awkwardness.
Who Builds This
I've run product at startups and enterprises. I've felt the toil firsthand.
60% of PM time goes to repeatable ops work: competitive analysis, research synthesis, stakeholder updates, roadmap maintenance. The strategic work — the work that actually matters — gets squeezed into Friday afternoons.
Now I build the agents I wish I'd had. Not generic AI wrappers. Systems that understand product work. Agents trained on your context, your standards, your workflows.
If you're ready to stop paying senior salaries for junior work, let's talk.
Background
Product Leader → Agentic Systems Builder
Focus
Automating PM Toil
Approach
Prove ROI Before You Scale
Stack
Model-agnostic. Your tools.
One workflow. One agent. Prove it works before you commit. If it doesn't save 5+ hours/week, you don't pay.
patrick@aproduct.co