Elk — Read nothing. See everything that matters.

The old way is too hard to keep up.

Teams running agents alongside humans generate more activity than any person can follow. Reading every channel, board, and alert stopped scaling a long time ago.

Information everywhere. Context nowhere.

AI can watch the work and build the
coordination layer for you.

Elk observes and scouts where work actually happens, then generates the feed, the to-dos, and the emergent threads. Automatically.

Agent chats

Claude, Cursor, Codex

Code & commits

GitHub, reviews, merges

Project systems

Linear, ClickUp

Deploys & alerts

Datadog, AWS, GCP

Docs & decisions

specs, RFCs, notes

▸▸▸

Elk Scout

▸▸▸

Personalized feed

only what matters to you

AI-generated to-dos

the next right action

Emergent threads

themes that form on their own

Quick response

act without leaving the feed

Your work, your feed.

Not a firehose. A filter.

One personalized, prioritized stream. Elk reads every source and surfaces only what needs you, with the context to act right there. Agents show up as first-class actors, next to the humans.

Personalized & prioritized

Ranked by what matters to your work, not by what shouted loudest.

AI-generated to-dos

Elk drafts the next action and hands it back for a tap.

Voice-first & quick response

Reply, escalate, or promote an item without leaving the feed.

elk · my feed

Theme emergingElknow

Payments reliability is forming across 4 conversations, 4 PRs, and one incident.

ClaudeAgent14m

Found the cause of the webhook timeouts. Recommends a circuit breaker.

M

Maya Chen38m

Merged retry with backoff for payment webhooks into main.

To-do for youElk1h

Decide on the circuit-breaker approach before the next deploy.

P

Priya Raman2h

Q3 pricing refresh is close to a decision.

D

Datadog2h

Payment webhook latency back to baseline after the retry fix.

P

Priya Raman22m

@you can you approve the updated runbook before we close the incident?

ClaudeAgent1h

Drafted the incident summary for payments. Review before it posts.

M

Maya Chen3h

Tagged you as a reviewer on #1284 (retry with backoff).

Payments reliabilityEmerginglive

12 messages, 3 agents. Circuit breaker vs. retry tuning under discussion.

P

Q3 pricing refresh2h

8 messages. Three tiers agreed; page copy in review.

T

Onboarding revamp1d

5 messages. No-call trial mock due Wednesday.

Two modes. Move between
them all day.

Absorb context

Digest. Read. Understand.

Stay informed. Build understanding.

Open the feed, catch up in minutes, and leave knowing what's happening and why, without opening ten tools.

Elk digest

Payments reliability is the day's live theme. One incident, now resolved. A pricing decision is close.

Produce output

Act. Contribute. Create.

Move from insight to action.

Turn understanding into a reply, a PR, a decision, or a structured object, with agents ready to execute the parts they can.

Suggested reply · Claude

“I recommend we add a circuit breaker. I can open a PR.”

From noise to signal.

Themes emerge automatically.

Scattered conversations, commits, and alerts converge into one named theme, with the evidence and the next moves attached.

Woven by Elk · emerging

Payments reliability

Aggregated from conversations, code, and monitoring over the last 36 hours.

4

conversations

3

agents involved

4·2

PRs · commits

1

incident

Suggested actions

Add a circuit breaker to the payment webhook pathfrom Claude's finding

Add retry + backoff on transient provider errors2 PRs reference this

Update the runbook with the new failure modeflagged in the incident

Demo data

Voice-first.

Speak loosely. Ship precisely.

You ramble. Elk produces the precise, well-formed contribution, with the intent it detected and how sure it is.

STEP 01

Tap to talk

Say what's on your mind, however loosely. No format, no fields.

STEP 02

Elk rewrites

It detects the intent, cleans up the phrasing, and shows a confidence score.

“uh the payments thing is flaky again, we should maybe add that breaker claude mentioned…”

Detected · propose action92% confident

Proposing we add a circuit breaker to the payment webhook path, per Claude's finding on the timeout incident.

STEP 03

Review & send

Glance, adjust if needed, and it lands in the right thread as a clean contribution.

Posts to · payments reliability

Proposing we add a circuit breaker to the payment webhook path…

Goal

Ship self-serve payments by Q3

68%probability of success+7 this week

+142

commits

94%

tests

1

incident

+18%

usage

Steady

velocity

Confidence over timeDemo data

On track isn't a %.
It's a probability.

Status you can trust because it's built from evidence, commits, tests, incidents, usage, and velocity, not a slide someone updated on Friday.

On track = probability of success.

Built for busy leaders.

Skim less. Know more.

Six questions every leader is asking. Elk answers them from what's actually happening, continuously.

01What are we building?

02Who is producing what?

03Are we on track?

04Is anyone using it?

05What is it costing?

06Are there risks?

Usage & insights

Real behavior

12,543+18%

active users this month

My feed92%

Voice64%

Themes51%

4.6/ 5 experience score

Cost visibility

Agents + infra

$34,870this month

Claude52%

GPT-4o26%

Other22%

AWS infra$12.1k

GCP infra$6.4k

Risk & security

See it before it bites

Production credentials pasted in an agent chat

Critical · 4m ago

Prompt-injection attempt against a support agent

High · blocked

Unusual data access outside normal hours

Medium · review

Critical vulnerability in a shipped dependency

Critical · patch ready

Proactive over reactive.

Elk watches your
whole company.

One sensor. Many sources.

Inputs

Claude Cursor Codex GitHub Slack Linear ClickUp Datadog AWS GCP Analytics CRM

Elk Scout

Outputs

Executive feed Team feeds Dashboards Reports Alerts APIs

Pilot small.
Expand naturally.

Start in the overlap.

Elk lands where AI initiatives, observability, and innovation teams already overlap, then spreads as people feel it working. No big-bang rollout.

Where permission exists, change begins.

Start a pilot

From coordination layer
to intelligence layer.

Start simple. Grow into the intelligence layer of your company.

01

Observe

Watch where work happens across humans and agents.

02

Surface

Turn raw activity into a personal, prioritized feed.

03

Coordinate

Generate to-dos and threads; move insight to action.

04

Measure

Evidence-based status across the whole system.

05

Predict

See what's coming, and act before it bites.

The old way is too hard to keep up.

AI can watch the work and build thecoordination layer for you.