The AI agent that solves bugs in Slack.

With a seamless Slack integration, Sera helps your dev and support team find and solve blockers and bugs in no time. Stop wasting time drowning in Notion AI transcriptions, Zoom recording summaries, or looking for Confluence docs; Sera knows it all and is here to unlock your productivity.

No new login. No new tab. No new habit.
All in Slack like you're used to.

Answers in the thread.

# devs 5
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Today
M
Maya R.(you)09:12

staging is down again, third time this month. anyone remember how we fixed it in June?

✅ 1
T1 reply
2 repliesToday
P
Priya S.11:47

quick one: the link in the on-call doc is dead. which page has the current index rebuild steps?

Sera is typing
Serabot11:47

the current one is the on-call runbook in confluence, last updated may 12. the old link pointed to the 2023 version.

on-call runbookconfluence · may 2025
index rebuild, cache flush, the queue-drain flag.
Serabot13:22

watch, acme renewal, 2 updates in the last hour. the pricing doc was edited by legal, the migration ticket was reassigned to dave.

D
David K.16:52

@Sera open a jira ticket for this bug

Sera is typing
Serabot16:52

ticket ENG-143 opened, tagged @ines. she owns the billing queue, 11 of the last 15 related fixes.

ENG-143 · jira · 9s
BI
Message #devs
Aa
Serabot
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Serabot08:00

Morning. Here's what happened while you were out:

3 PRs merged in #api — none need you
ENG-143 is still open — it's blocking 2 tickets
Acme renewal moved to Thursday, 2pm
2 customer emails triaged to #support
on-call overnight: no page, queue clear
from #api · jira · cal · on-call log
M
Maya R.(you)08:04

remind me at 3pm if I haven't closed ENG-143 yet

Sera is typing
Serabot08:04

Done — I'll nudge you at 3pm if it's still open. I've also flagged it P1, it's blocking #devs and the Acme renewal.

Reminder set · 3:00pm
BI
Message Sera
Aa
# support 4
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Today
L
Lena (Support)14:22

customer acme is getting 500s on checkout. what's going on?

Sera is typing
Serabot14:22

This looks like the redis pool issue from june. here's a reply you can send them:

reply to customerready to send
"we're aware of the checkout errors and are actively resolving them. we expect full recovery within the hour — we'll keep you posted."
Sera is typing
Serabot14:23

I've opened the ticket and paged the owner.

SUP-88 · jira · P1 · tagged @ines
Lena is typing
L
Lena (Support)14:23

perfect — sending that to the customer now. thank you 🙏

BI
Message #support
Aa
Fully integrated with
The solution

Every tool holds a piece. No one holds the puzzle.

The painful truth is you already have all the knowledge, it isn't missing. It's scattered: conversations in Slack, tickets in Jira, reviews in GitLab, docs in Confluence and Notion, call transcriptions in Zoom. Each tool shows its own corner, none of them shows you all of it.

69% of developers lose 8+ hours a week to hunting and friction, a full working day Atlassian Developer Experience Report, 2024, 2,100 developers
166 hrs a year lost to searching, and only 1 in 10 searches finds the answer on the first try 2026 enterprise search survey, 100+ knowledge workers
8 months to be fully productive as a new hire. Every month is the cost of asking instead of knowing SHRM onboarding statistics, 2023
50-200% of a salary to replace one employee, plus the knowledge that never got written down SHRM

Every blocker is salary paid for output that isn't happening. The market's answer to scattered knowledge is a sea of summaries. Nobody is building the index. We are.

what sera does

Reads. Answers. Acts.

Sera ingests Slack first, then Jira, GitLab, Confluence and Notion. It indexes the whole record with cross-references, threads to tickets, tickets to reviews, reviews to docs. The index updates continuously.

Reads

The tools you already run.

Slack's integration is seamless. Jira, GitLab, Confluence and Notion are all retrievable in the single software your devs use everyday. Every item is indexed and cross-referenced, and the index updates continuously. Read-only, secure, and private within each person's permissions.

sera · indexincremental
#devs · slack12,402 msgs
on-call · confluence318 pages
ENG · jira1,094 tickets
api · gitlab5,671 MRs
decisions · notion1,204 pages
Answers

In the thread, with sources.

Ask in the thread, or tag it like a colleague. The answer lands where the question was, with the steps, the why and the sources. No search, no new tab. Sera knows it all.

#productthursday · 10:22
I
Ines P.10:22

can someone explain why we killed the self-serve trial in 2024?

Serabot

short version: support cost per trial was 3× paid, and activation dropped the same quarter. the pricing council decided it on mar 14. the full thread, both postmortems and the offsite notes are below.

pricing council · #product · mar 2024 trial postmortem · confluence offsite notes 2024-09 · notion
answered in 0.8s · every claim sourced
Acts

The chores are done for you.

Sera opens the Jira ticket, posts the MR review, drafts the postmortem, and tags the owner who fixed this before. From thread to ticket in seconds.

#devsfriday · 16:52
D
David K.16:52

@Sera open a jira ticket for this bug

Serabot

ticket ENG-142 opened, tagged @maya: she owns the auth service (14 of the last 20 related fixes).

ENG-142 · jira · 12s
from thread to ticket in 12 seconds
reach

You don't even have to ask Sera. It self invokes.

Sera steps in when it can unblock a thread, briefs you in the morning, and watches the topics you care about.

in the thread

Ambient

Sera watches the channels and steps in when it can unblock someone: a known fix in a stuck thread, the answer before anyone forwards it around.

#devstuesday · 08:03
M
Maya R.08:03

pipeline's been red since this morning, it's blocking the release. anyone know why?

Serabot

the build fails on the new node version, the runners are on 18 and the app needs 20. the fix is already merged, waiting on a re-deploy. the runner config and the MR are below.

runner config · gitlab MR !4821 · gitlab
matched in 0.6s · posted without being tagged
in the morning

The brief

Every morning at 08:00, Sera sends what happened overnight, the top items, and your to-dos. Built for teams that cross time zones. The timezone lag fixed, in a single tool.

sera · briefmonday · 08:00
Serabot

overnight, 14 channels moved. top 3: the US team shipped the pricing change, the staging cache fix is waiting on your review, and 2 support tickets match a known issue.

#devs · #product · #support your to-dos · 5 items
on your topics

Watchers

Opt-in watches on the things you care about. Sera posts what happens on those topics, even when you're not tagged.

sera · watcherwednesday · 14:20
Serabot

watch, acme renewal, 2 updates. the trial question was answered in #sales, it's enabled until june. support opened 3 tickets last week, all matching a known issue.

#sales · thread from mar 12 #support · 3 tickets

Or on command. @Sera summarize for a thread, @Sera open for a ticket, @Sera btw for quick context. Either way, the answer lands in the thread.

control plane

See the org get faster. Increase your ROI immediately.

The control plane your scoreboard. It trends six measures: time to first unblock, acceptance, sources clicked, speed, re-asks, and the spam guardrail. The Value Ledger is the money page, with time saved, money saved, what Sera costs, and the ROI multiple.

01

Outcomes, not people

The scoreboard aggregates every metric at team and function level. Nothing points at an individual. The moat is trust, and it includes the employees' trust.

02

The renewal artifact

The buyer reviews the scoreboard weekly and watches time to resolution fall, blocker volume fall, hours saved climb. Every number links to its evidence. That habit turns the tool into a renewal.

Org Scoreboard
Value Ledger · Q3
Time to First Unblock
0.9d -73%
from Slack connect to first accepted answer
Acceptance
92% +6pt
answers taken as-is, no correction, no escalation
Re-asks, 30 Days
-38% down
the same question asked again, the failure count
Spam Guardrail
2.1% under 5%
ambient interjections dismissed or ignored
Value Ledger 118h saved · $41k value · 6.4x roi

In production. A few teams this quarter.

Sera is running in design partner environments today. We work small and close.

  • the full product, ingest, answers, actions
  • a direct line to the team
  • early pricing that stays with you
EU residency. If your team is in the EU, your data and traffic stay in the EU: databases, buckets, processing. Per-tenant isolation is enforced in the data layer, not on a policy page.

Thank you.

We read every request ourselves. Expect a reply within two business days.