CurlyFry.ai is an AI-powered dashboard that unifies your 1:1 meetings, sprint metrics, and ticket triage into one place — so you can lead your team instead of chasing updates.
Engineering managers juggle five tools to do one job. Meeting notes live in one app. Sprint data in another. Action items fall through the cracks.
Five modules built around how engineering managers actually work — not how project managers wish they did.
Upload meeting recordings or VTT transcripts and get AI-generated summaries, action items, topic extraction, and sentiment analysis. Track trends over time, get coaching nudges, and never lose context between meetings.
Real-time burndown, velocity, workload distribution, spillover analysis, and cycle time — all pulled directly from Jira. Includes AI risk prediction so you know when a sprint is going sideways before standup.
Incoming tickets are automatically categorized, prioritized, and routed to the right engineer. Duplicate detection, similar ticket search, and configurable escalation rules — so your team works on what matters.
Run grooming sessions with your Jira backlog pulled in, AI-assisted story pointing, and session tracking. Keep refinement focused and get through the backlog without the usual hour-long debates.
Start your day with an AI-generated summary of sprint status, overnight changes, upcoming meetings, and items needing attention. Everything you need to walk into standup prepared in 60 seconds.
Full RBAC with admin, manager, engineer, and viewer roles. Org-scoped data isolation, JWT auth, rate limiting, audit logging, and webhook HMAC verification. Built for real teams, not toy demos.
Connect your tools, invite your team, and let the AI do the rest.
Register your team with email and password. Your org is provisioned instantly with full data isolation.
Link your Jira project and CurlyFry starts syncing sprints, issues, and workload data automatically.
Drop a Teams recording or VTT transcript. AI extracts summaries, action items, topics, and sentiment in seconds.
Morning briefings, trend dashboards, and coaching nudges give you the full picture — every day.
CurlyFry surfaces patterns that would take hours of manual analysis to uncover.
The sweet spot where spreadsheets break down but enterprise platforms are overkill.
Run better 1:1s, stay on top of sprint health, and catch burnout signals before they escalate.
Visibility across multiple teams without requiring managers to build weekly reports.
AI-assisted triage and grooming so you can focus on technical decisions, not ticket management.
Track on-call impact, incident triage, and operational workload alongside sprint delivery.
Not a prototype. A real multi-tenant SaaS platform with 65+ API endpoints and enterprise security.
CurlyFry.ai is in early access. Join the waitlist and be the first to try it with your team.