Sarah Mitchell7:00 AM
@Ezrasend the Monday reporting packet for Ridge Supply.
Workflow automation
Ezra vs Tasklet for marketing agencies
Tasklet runs the automations you configure. Ezra owns the recurring client work, decides what evidence a result needs, and stops when a person has to choose.
Reviewed August 2026
Ezra
Ezra is an AI system that works inside your agency Slack workspace.
Assign a client review, a report, a pacing check, or a research brief. Ezra gathers the evidence, prepares the work, and sends sensitive changes to a named approver.
Ezra keeps each client account separate, with confirmed goals, KPI definitions, and reporting preferences attached to the person who confirmed them.
Choose Ezra when an agency team needs recurring client account work prepared with evidence and routed for human approval.
- Slack-native
- Multi-client
- Evidence-linked
- Approval-controlled
Tasklet
Tasklet is an automation product. You define triggers, steps, and outputs, and it runs them on schedule.
Deterministic pipelines are the strength. Well specified work repeats reliably.
Judgement stays with you. The automation runs whether the underlying data supports the conclusion or not.
Choose Tasklet when the steps are known and the work needs to repeat exactly.
Feature comparison
Ezra vs Tasklet, line by line
Ezra rows describe the guided pilot. Competitor rows describe publicly documented behaviour at the review date.
Feature
Ezra
Tasklet
- What it is
- EzraAn AI growth operator for marketing agencies. Ezra runs the recurring account work an agency team already owns.
- TaskletA configurable automation runner for defined triggers and steps.
- Where it works
- EzraInside the agency Slack workspace. Team members mention Ezra in a client channel and the whole channel sees the result.
- TaskletA builder interface, with Slack as a delivery target.
- Client separation
- EzraEvery client account has its own confirmed context, sources, and approvers. Context does not cross accounts.
- TaskletPer automation. Client rules live in each configuration you maintain.
- Deliverables
- EzraPrepared client reviews, reporting packets, pacing checks, research briefs, and experiment readouts, each with the evidence attached.
- TaskletThe output each automation was configured to produce.
- Evidence
- EzraEvery figure returns with the source it came from and the date it was pulled. Missing data is reported as missing.
- TaskletPasses through whatever the connected source returned.
- Human approval
- EzraSensitive changes show target, current state, proposed state, risk, approver, verification plan, and rollback before anything runs.
- TaskletApproval steps exist if you build them into each flow.
- Setup
- EzraGuided installation with the Ezra team: add Ezra to Slack, authorize the approved business sources for one client, assign the first workflow.
- TaskletMap the steps for every client and every report, then maintain them as accounts change.
- Memory
- EzraClient memory records confirmed, proposed, superseded, and unknown information, with the person who confirmed each entry.
- TaskletState is per automation. There is no client account record.
An automation repeats. Ezra reads the result before sending it.
A configured report arrives on time whether the week was normal or the tracking broke on Tuesday.
Ezra checks whether the sources cover the window, reports the gap when they do not, and refuses to fill it with an estimate.
When the result implies a change to a live account, Ezra stops and routes the decision to the person who owns it.
#client-ridge-supply
Northstar Growth
EzraApp7:01 AM
- Monday packet prepared. Eleven figures, each traced to the source and the pull date.
- Two days in the window are partial for the approved source, so week over week comparisons are labelled as partial.
- No account changes are proposed this week.
- Weekly-Report.pdf attached, six pages.
When to choose Ezra or Tasklet
Choose Ezra if
- The work needs judgement about whether the data supports the answer
- Client context changes and reports should follow it
- Sensitive changes need routing rather than execution
- You do not want to maintain a flow per client per report
Choose Tasklet if
- The steps are fixed and the sources are stable
- You want deterministic runs on a schedule
- No interpretation is required in the output
- Your team already maintains automation infrastructure
Put Ezra on one client account.
The guided pilot starts with one client, one authorized source, and one workflow your team already runs every week.