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Ezra

An operator forevery client account.

Ezra sits in your Slack channels with the team. Ask in the channel and Ezra reviews performance, investigates what changed, prepares the client report, and asks for approval before a sensitive change. Your team keeps the client relationship and adds the operating hours it never had.

Works in the channels your agency already runs.

Northstar Growth

hearth-home

Hearth & Home, Monthly performance review

Message #hearth-home

Showing channel hearth-home. Ezra reviews the last 30 days and separates the cost story from the volume story.

Read this conversation as text

Sarah Mitchell at 09:12: @Ezra, the Hearth & Home review is Thursday. What changed over the last 30 days? Ezra at 09:12: Spend increased 12 percent while revenue increased 4 percent. Most of the measured gap came from higher click costs. I have separated the supported findings from the factors the available data cannot settle. Attachment: Hearth & Home, Jul 20 to Aug 18. Priya Raman at 09:14: We widened the prospecting audience on August 4. Did that account for the increase? Ezra at 09:14: The widened audience was the largest measured contributor. Its CPC was $2.31 compared with $1.52 on the original audience, and it received 38 percent of spend. That supports narrowing the audience, but it does not establish that the audience change was the only cause. I prepared a two-week plan that holds the other variables steady. Sarah Mitchell at 09:16: Use that explanation in the client update and send the plan to Priya for approval. Ezra at 09:16: Done. The client update is ready in the channel, and the plan is waiting for Priya's approval. Attachment: Prepared for review. Sarah Mitchell at 09:17: Perfect. Thank you, Ezra.

A Slack workspace where your team and Ezra work the same accounts.

Your account manager sets the direction. Ezra does the gathering, the checking, and the writing, then hands the work back in the channel. Anything consequential waits for a person to approve it.

What comes back

A finished deliverable with its sources attached, posted in the channel the request came from.

cedar-skin

Northstar Growth
  • Sarah Mitchell, account manager

    Sarah Mitchell09:12

    @Ezrathe Cedar Skin cost per acquisition moved. Can you check what carried it before the call?

  • EzraApp09:13

    Cost per acquisition rose 18 percent over the last 14 days. Click cost carried 12 points of that, conversion rate carried 6. Two prospecting placements account for the click cost increase.

  • Portrait of Priya Raman, Media Buyer at the illustrative agency

    Priya Raman09:14

    @Ezracan you rule out a landing page change?

  • EzraApp09:14

    No. The available data cannot separate a landing page change made outside the ad account on August 12. I have listed it as an open explanation rather than a cause.

Message #cedar-skin

What makes Ezra an operator.

Takes ownership.

Accepts the assignment. Returns the work.

Ezra gathers the evidence, prepares the deliverable, and posts the finished piece with every figure traced to a source.

EzraApp07:00

Weekly client report is ready. Eleven figures, each traced to a source.

Hearth & Home

Weekly-Report.pdf

6 pages · verified

Works across the roster.

One operator. Every client account.

Each account keeps separate sources, goals, permissions, and approval rules, and Ezra resolves the mapping before it answers.

Client roster

  • Hearth & HomeReview ready
  • Vale FitnessWaiting on approval
  • Cedar SkinSource needs attention
  • Ridge SupplyReport scheduled

Keeps the client context.

Learns the account, with receipts.

Confirmed targets, offers, constraints, and recent decisions travel with the client, and a named person confirms a fact before Ezra trusts it.

Confirmed client context

  • Target cost per acquisition, 42 USD

    Confirmed by Sarah M.

  • No discount claims in creative

    Confirmed by Devon B.

  • Reporting week starts Monday

    Confirmed by Sarah M.

Assign the task.Ezra returns the work.

General assistants describe the task and wait. Ezra runs the steps and posts the result in the channel.

General assistant

Explains which metrics you should compare.

Ezra

Reviews the period,cites the sources, flags what cannot be compared.

The agency operating week

Client work keeps moving.

Reviews, reports, pacing, and follow-ups compete for the same few people. Ezra takes the operating work assigned to it in Slack.

Assigned in Slack

  • 01Weekly performance reviewHearth & HomeEzra working
  • 02Client reportVale FitnessPriya R.
  • 03Creative fatigue checkCedar SkinDevon K.
  • 04Budget pacingRidge SupplySam A.
  • 05Competitor researchHearth & HomeTaylor M.
  • 06Experiment readoutVale FitnessPriya R.
  • 07Campaign approvalCedar SkinDevon K.
  • 08Follow-upRidge SupplySam A.

Follow the work from request to outcome.

Ezra runs the same steps an account team would run, in order, and shows its work at each one.

GENERAL ASSISTANT

  1. 1Receives question
  2. 2Produces response
  3. 3Stops

The account team still has to do the work.

EZRA

STEP 01 / 8

Resolves the client

Maps the channel and requester to one client account and its permissions.

  • Resolves the client
  • Retrieves assigned sources
  • Checks data compatibility
  • Reviews confirmed context
  • Prepares the work
  • Routes decisions
  • Records the outcome
  • Returns to the channel

Capabilities

Four kinds of work Ezra owns.

Each one follows the same evidence discipline. The full catalog is on the product page.

Grounded research

Research with receipts.

Supported findings carry a source, retrieval date, and exact evidence. Unsupported claims stay out of the report.

Research note

Finding
Competitor moved trial length to 14 days
Source
Public pricing page
Retrieved
2026-08-14
Held back
Claimed conversion lift, no source

Forecasting and pacing

See the range before setting the plan.

Ezra backtests eligible history, records uncertainty, and keeps scenarios separate from predictions.

Pacing check

Month budget
$54,000
Spent to date
$31,860
Projected close
$52,400 to $56,900
Backtest window
9 eligible weeks

Experiment operations

Run a cleaner learning loop.

Plan the hypothesis, metric, guardrail, approval, observation window, and readout in one Slack thread.

Experiment record

Hypothesis
New placement mix lowers click cost
Primary metric
CPC
Guardrail
Weekly spend within 5%
Readout
Scheduled 2026-08-28

Creative review

Know what changed before blaming fatigue.

Ezra checks exposure, performance, audience changes, placement shifts, attribution, and data sufficiency before making a creative call.

Creative check

Frequency
2.4, up from 2.1
Placement shift
Reels share up 11 points
Data sufficiency
Met for 3 of 5 assets
Call
Fatigue unconfirmed for 2 assets

See the full responsibilities

Autonomous, never unattended.

Ezra asks before anything a person would want to review, and says so when the evidence does not support a change. Ezra proposes. Your team decides.

  • Ezra reads a channel only after the agency invites Ezra to it.
  • Approval buttons on anything a client would notice.
  • Permissions and source access scoped per client account.

Request agency access

Sarah Mitchell, account manager

Sarah Mitchell09:58

@Ezraraise the Vale Fitness prospecting budget by 40 percent before the weekend.

EzraApp10:00

That crosses the agreed pacing limit for this account, and the last change is four days old. I have prepared a 20 percent increase instead and sent it for approval.

Approval required

Current daily budget
$420
Proposed daily budget
$504
Approver
Sam Alvarez
Rollback
Restore previous budget
ApproveAsk for changes

Agency control stays in the workflow.

Ezra checks the requester, the client, the action, the provider state, and the approval before a sensitive operation runs.

Review security architecture

APPROVAL REQUIRED

Requested 09:40

Client
Vale Fitness
Proposed operation
Reduce campaign daily budget
Target
Campaign 23861 · Prospecting · Daily budget
Current state
$420.00 per day
Requested state
$360.00 per day
Reason
Click cost rose 11% while booked calls held flat across two full weeks.
Risk
Delivery may drop below the weekly impression floor agreed with the client.
Verification
Re-read the campaign after the change and compare the stored parameter checksum.
Rollback
Prepared, restores $420.00 per day
Approver
Account manager
Approve onceReject

Set up once.First assignment the same week.

  1. 1Add Ezra to Slack

    Ezra joins one workspace and works only in the channels the agency invites it to.

    Add Ezra to a Slack workspace
    Invite Ezra to a client channel
  2. 2Connect one client

    Assign the advertising and analytics sources for a single account, with access scoped to that client.

    Cedar Skin sources

    • Advertising accountConnected
    • Analytics propertyConnected
    • Commerce platformPlanned
  3. 3Hand over the first task

    Ask in the channel. Ezra returns the review, the report, or the approval card with its evidence.

    Ezra09:14

    Review complete. Spend held flat, cost per acquisition down 9 percent, one comparison withheld until the attribution window is confirmed.

    ApproveAsk for changes

The week Ezra becomespart of the account team.

What the guided pilot covers

One workspace, up to three client accounts, and a guided setup that ends with Ezra completing a real assignment in your channel.

Pilot terms are agreed with each agency in writing.

90 day term

A pilot with a fixed end date.

The pilot runs for 90 days with agreed usage limits. Pricing for general availability has not been set.

$1,000 per month

Published pricing, agreed in writing.

One onboarding fee of $1,000 and $1,000 per month. Additional client accounts are agreed in writing before they are added.

See pilot pricing

Questions agencies ask

Ezra is an AI growth operator that works inside Slack. Agencies assign Ezra to client accounts for performance review, reporting, research, forecasting, experiments, creative review, and controlled follow-through.

P.S.

Ezra helped build this website.

The copy was drafted, reviewed, and approved like any other client deliverable. Every section maps to a request, an evidence check, and a final sign-off.

Give your agency another operator.

Start with one client, one Slack channel, and one controlled growth workflow. Within a week your team sees the reviews, reports, and approvals come back finished, with the evidence attached.