An agent for every update your team writes by hand
Rekogni connects to your existing stack, reads what is actually happening, and hands back the standups, summaries, retrospectives, 1:1 packs and review input, alongside a grounded view of where delivery is slowing down.
Connect once. It keeps running.
Four stages, all of them automatic after the first setup.
- 01
Connect
Authorise the systems that already record your work: source control, issue tracking, docs, chat and calendars. Read-only, nothing to install.
- 02
Analyse
Agents read pull requests, issues, documents and calendars continuously, correlating that activity into real progress rather than ticket counts.
- 03
Deliver
Done-for-you updates for the team and for each person, plus tailored insight for leaders, posted where they already read.
- 04
Measure
Every run is logged with its sources and the minutes it gave back, so the return on the tool is a number rather than a claim.
The weekly update writes itself
Every recurring write-up your team produces already exists as activity somewhere. Rekogni assembles it into a draft instead of asking an engineer to retype it.
- Standups, weekly and monthly summaries, retros, planning inputs and changelogs
- Prepared before anyone asks, with zero manual prep for the team
- Editable drafts, so the team keeps final say on what goes out
- Delivered async into the channel or doc your team already reads
1:1 prep, grounded in real work
Each contributor gets their own set of agents, so the conversation about their work starts from evidence instead of whatever either side remembers.
- Accomplishments pulled from work that actually shipped
- Challenges surfaced before they escalate
- Development opportunities suggested from real patterns
- Feeds performance reviews and goal progress, with no diary required
See risk while it is still fixable
Delivery problems announce themselves quietly: a review nobody picked up, an issue that stopped moving. The workspace dashboard raises them while there is still room to respond.
- Pull request and issue cycle time tracked per team
- Blockers and aged work surfaced with the context to act on them
- Framed at team and workflow level, not individual scoring
- Answers “is this on track?” without calling a status meeting
Momentum, measured weekly
Code velocity and issue resolution are tracked continuously, so a slowdown shows up as a trend rather than a surprise at the end of the quarter.
- Weekly code velocity: created against merged
- Issue resolution: created against resolved
- Granular breakdown by team and by person
- Twelve weeks of history from the first connection
What you get out of it
The work engineering teams redo every week, plus the questions leaders ask every week, answered from data you are already producing.
Done-for-you updates
Standups, weekly and monthly summaries, retrospectives and changelogs drafted from real work, ready to edit and send.
1:1 and review prep
Accomplishments, challenges and development opportunities per person, assembled from what actually shipped.
Goals that stay current
Goal drafts and progress tracked against the work itself, so reviews stop depending on what anyone remembers.
Cycle time and aged work
Pull request and issue cycle time, open age and the work that has sat too long, per team and updated continuously.
Velocity trends
Created against merged, created against resolved, week over week, so a slowdown reads as a trend rather than a surprise.
Auditable runs
Every agent run logged with the sources it used and the minutes it returned, rolled up by agent and workspace.
Every run is logged, and the time it gave back is priced
Rekogni records each agent run, the sources it was grounded in and the minutes it saved. The value shows up as a number inside the product rather than as a line in a pitch.
- Every agent run logged and attributed
- Savings roll up by agent, person and workspace
- Grounded in the sources each run actually read
Figures shown are from our own workspace over a two-week window: 110 runs, 2,200 minutes returned.
Reads the systems you already trust
Rekogni is built around the four categories that describe most engineering work. Tell us your stack and we will confirm coverage.
Source control
Commits, branches, pull requests and review activity.
Issue tracking
Epics, tickets, sprints and status transitions.
Docs and specs
Project pages, decision records and written context.
Chat and calendars
Where blockers surface, and where the week actually went.
Need something not listed? Ask us about custom integrations.
See it against your own repositories.
We will walk through what Rekogni writes for a team like yours: which updates it takes off your plate first, and what it surfaces about delivery along the way.