Give engineers 10+ hours back.Give leaders the full picture.
Rekogni’s agents read the work already happening in your repos, tracker and docs, then write the standups, summaries and 1:1 prep your team produces by hand. Engineers keep their focus time. Leaders stop chasing status.
Reads the tools you already use · Every line traced to a pull request or issue · Nothing for engineers to maintain
Grounded in the tools engineering teams already run
Coordination work is eating the engineering week
Nobody planned for it. It arrived one recurring meeting and one status write-up at a time, and it lands hardest on the people you hired to build.
Engineers write the same status three times
Once in the standup, once in the sprint update, once again when a manager asks. Every pass is context already recorded somewhere, retyped by hand.
Managers prepare 1:1s from memory
The evidence sits in pull requests and tickets, but assembling it takes an hour nobody has. So the conversation runs on whatever both sides happen to recall.
Leaders find out too late
A stalled review or an epic that stopped moving surfaces at the end of the sprint, once the room to do something about it has gone.
What it costs today, and what changes
- Back per engineer, per week
- 10+ hrs
- Of engineering time is coordination
- 40–60%
- New dashboards to maintain
- 0
- Grounded in your own history
- Day 1
The recurring write-ups, status meetings and prep the agents take over.
Share of high-value engineering time pulled into coordination work, across 125+ discovery interviews.
Nothing extra for engineers to open, update or keep in sync.
Agents read work your team has already recorded, so the first summaries are real ones.
What each side gets back
Engineers lose the week to writing status. Leaders lose it to chasing status. One system fixes both, because both run on the same record of the work.
For engineers
No status write-ups. No going around the room.
The standup, the weekly update and the summary your lead asks for are drafted from work you already did and already recorded. You read it, adjust anything that needs it, and send.
For engineering leaders
Stop chasing status to find out where things stand.
Cycle time, aged work and stalled reviews stay current on their own, and every 1:1 or review starts from evidence rather than recall. Problems surface while there is still room to respond.
Connect once. The updates keep arriving.
Rekogni runs quietly in the background. After the first setup there is nothing to prompt, schedule or tend to.
- 01
Connect
Rekogni connects to the stack your team already uses: source control, issue tracking, docs, chat and calendars. Nothing to install, no process to change.
- 02
Analyse
Agents read pull requests, issues, documents and calendars, correlate that activity into real progress, and ground every line they write in the source it came from.
- 03
Deliver
Done-for-you updates arrive where your team already works, and the leader view stays current, without a status meeting to feed it.
The recurring work, done before anyone asks
Rekogni turns the coordination work around engineering, the status writing, the prep and the reporting, into something that happens on its own.
The weekly update writes itself
Standups, weekly and monthly summaries, retrospectives, planning inputs and changelogs are prepared before anyone asks for them.
- Zero manual prep: the draft is ready when the meeting would have started
- Grounded in real pull request, issue and document activity
- Team-level and per-person views from the same underlying work
- Delivered async into the channel or doc your team already reads
Every 1:1 starts from evidence, not memory
Each contributor gets their own agents: daily and weekly summaries, coaching notes, 1:1 packs, review input and goal progress.
- Accomplishments pulled from work that actually shipped
- Challenges surfaced before they turn into escalations
- Development opportunities suggested from real patterns
- Feeds performance reviews and goal progress, with no diary required
See risk while it is still fixable
The workspace dashboard keeps cycle time, aged work and delivery trends current, so a slowdown shows up as a trend rather than a surprise.
- Blockers and aged work surfaced early, with the context to act on them
- Pull request and issue cycle time tracked per team
- Velocity and resolution rate measured week over week
- Framed at team and workflow level, not individual scoring
Every run is logged, and the time it gave back is priced
Rekogni records each agent run, what 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
- A measurable return you can take to whoever signs the invoice
Figures shown are from our own workspace over a two-week window: 110 runs, 2,200 minutes returned.
Your source code and delivery data, handled carefully
Rekogni sits alongside your engineering systems of record. Access is scoped and read-only, data handling is documented, and the product is built to remove workflow friction, not to rank individuals.
Questions we get asked first
What do the agents actually produce?
Do our engineers have to change how they work?
Does this replace our standup?
Is this a surveillance or individual-ranking tool?
How is this different from an engineering metrics dashboard?
How long does setup take?
What does it cost?
Give your engineers their week back.
See what Rekogni surfaces from your own repositories and trackers. A 20-minute walkthrough, no installation required.