01 · Client reporting
AI client reporting automation for agencies
The short answer
Reports that assemble and narrate themselves. Not another dashboard — the reconciliation and the write-up your senior people currently do by hand, every month, across every account.
Engagements start with a two-week operations audit from $3,000 that measures what reporting actually costs you before anything gets built.
Fixed price from $3,000 · two weeks
The dashboard was never the expensive part
Every agency that complains about reporting already owns a reporting tool. The tool works. It pulls the numbers in and lays them out on a schedule, and it costs a few hundred dollars a month.
The expensive part is what happens next: someone senior opens the dashboard, notices that Meta and GA4 disagree, works out which one to trust, checks whether last month’s anomaly was real or a tracking gap, and then writes the paragraph that explains all of it to the client. That work is judgement, it does not compress, and it is being done by your most expensive people on every account, every month.
That is the layer this automates — not the pulling and laying out, which is solved, but the reconciling and the explaining, which is not.
What gets built
01 · Reconciliation
Figures checked against each other across every ad platform and the CRM, with the disagreements surfaced and resolved rather than averaged away.
02 · Narrative
The commentary written from your reconciled numbers and your own account context, in your format, ready for whoever signs it off to review rather than draft.
03 · Exceptions
Anomalies flagged before the report goes out, not after a client asks. A number that moved for a boring reason gets labelled as such.
04 · Handover
Documented, with alerting on failure. A broken feed announces itself instead of quietly reporting the wrong number.
What the numbers have looked like
96.1% of data discrepancies resolved across a client’s reporting stack.
Five weeks to under an hour for one recurring process.
$115,000 in hidden pricing variance surfaced for Supply Logic in a single operations audit.
Who this is not for
- Agencies with fewer than about ten client accounts. Reporting hurts, but not yet enough to pay for a build — a tool and a good template will get you most of the way.
- Anyone whose actual problem is that they do not have a dashboard. Buy one. Supermetrics, Improvado and Whatagraph all solve that, and cheaper than any firm will.
- Agencies wanting reporting built for their clients’ customers. This is your own delivery, not a product you resell.
Where to start
With measurement. Most agencies know reporting is expensive but cannot say what it costs — which accounts, which steps, how many hours of whose time. Thetwo-week operations audit answers that for a fixed $3,000, and the strategy is yours whether or not you build anything with us.
Reporting wrong numbers faster is not an improvement, so if the audit finds your data does not reconcile, that gets fixed first.
02 · FAQ
Common questions
How is this different from AgencyAnalytics, Improvado or DashThis?
Those tools move data out of ad platforms and into a dashboard on a schedule, and they are good at it. What they cannot do is decide what a number means. They will show you that Meta and GA4 disagree; they will not work out which is right, or write the paragraph explaining it to your client. That reconciliation and narration is the part your senior people still do by hand, and it is the part this automates. If your reporting problem is that assembling the dashboard takes too long, buy a tool — it will be cheaper and no firm will beat it.
What does AI client reporting automation cost for an agency?
Engagements start with a fixed-price AI operations audit from $3,000, delivered in two weeks, which measures how many hours reporting actually consumes across your accounts before anything is built. The build that follows is scoped to how many client accounts and platforms it has to reconcile across, since that is what drives the work, and is quoted individually.
Will it work with the dashboard tool we already pay for?
Usually, yes. Most agencies already have a reporting tool and the sensible move is to keep it as the presentation layer rather than rip it out. The work sits above it: reconciling the figures that feed it, and generating the commentary that goes around it. Replacing a tool you have already trained your team on is rarely where the return is.
What happens when a platform changes its API?
Something breaks, and the question worth asking any provider is who fixes it. A system that silently starts reporting wrong numbers after a platform update is worse than no system, because your team stops checking. Builds are handed over documented, with failure alerting rather than silent failure, so a broken feed announces itself instead of quietly poisoning a client report.
Do our clients know a machine wrote the commentary?
That is your call, and both choices are defensible. What matters more is that the commentary is right. The narration is generated from your reconciled numbers and your own account context, then reviewed by whoever signs the report off — the human approval step stays, it just stops being a writing task.
How many client accounts does this make sense at?
Roughly ten and up. Below that, reporting is usually painful but not yet expensive enough to justify a build, and a tool plus a template will get you most of the way. The economics change when the same reconciliation is being repeated across dozens of accounts every month by people you are paying senior rates.
Get the reporting hours back.
Start with the auditTwo weeks. Fixed price from $3,000. You keep the strategy either way.