AI roadmap across the whole business
6
Departments executing against 1 AI roadmap.
We spent three weeks inside a growth-stage company with AI pilots and individual usage scattered across teams to prioritize a roadmap their teams executed in the following sprint.
Roadmap · Cross-functional sequencing · Product intelligence
Engineering rebuilt without adding headcount
25–50%
Faster delivery on complex features.
Through AI-assisted planning, coding, and review, we rebuilt how a team worked to get them ahead of their roadmap. Complex features went from four weeks to two or three.
Engineering · Playbook
Product triage rebuilt in one place
5
Prompts replaced a five-tool workflow.
A product team losing hours a week switching between tools. We built one workflow: signals in, tickets updated, team notified, code shipped — without leaving the editor.
Product ops · Automation
IT operations that stopped firefighting
400+
Daily reports handled automatically.
A team drowning in 400+ daily reports. We built a pipeline that reads, classifies, routes, and updates stakeholders automatically — then replicated it across three other queues.
IT ops · AI agents