ILLUSTRATIVE REFERENCE ARCHITECTURE

Agency Client Reporting Reference Architecture

Teams manually copy data from advertising, analytics and CRM platforms into recurring client reports with inconsistent definitions.

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DIRECT ANSWER

What does this architecture demonstrate?

This reference architecture shows how a marketing agencies team could connect advertising platforms, analytics, crm, spreadsheets, reporting tools and ai summarisation around one controlled process. It documents the trigger, inputs, workflow stages, safeguards and measurement plan without claiming that a specific client implemented it.

DESIGN BRIEF

Inputs, systems and measurement

INPUTS

approved data sources, date range, metric definitions, targets, commentary rules and recipients.

CONNECTED SYSTEMS

Advertising platforms, analytics, CRM, spreadsheets, reporting tools and AI summarisation.

HUMAN SAFEGUARD

Strategic recommendations, attribution claims and unexplained anomalies require account-team review.

MEASUREMENT

report preparation time, data completeness, correction rate, on-time delivery and client questions.

REFERENCE WORKFLOW

Five controlled stages.

01Collect data from approved connectorsCapture the event and source context.
02Validate dates, currencies and required fieldsPrevent duplicate, incomplete or unauthorised actions.
03Calculate agreed metricsApply transparent rules and bounded AI where suitable.
04Draft a source-linked summaryCreate an owned action inside the right system.
05Route anomalies and commentary for reviewKeep exceptions visible and record the outcome.

WHAT MUST BE VERIFIED

Evidence requirements before calling this a case study.

A publishable client case study would require client permission, a documented starting process, implemented scope, system records, an agreed measurement period and clear disclosure of any external factors. None of those claims are made on this illustrative page.

Read our evidence policy →Explore Marketing Agencies solutions →Related automation service →

COMMON QUESTIONS

About this workflow example

Is this a real client case study?

No. This is an illustrative reference architecture showing how the workflow can be designed. It does not claim a named client, completed deployment or achieved result.

Can this workflow be copied without changes?

No. Data, permissions, systems, team roles, exceptions and measurement definitions must be adapted to the organisation.

Which systems can be used?

Advertising platforms, analytics, CRM, spreadsheets, reporting tools and AI summarisation.

Where should human approval remain?

Strategic recommendations, attribution claims and unexplained anomalies require account-team review.

What should be measured?

A suitable measurement plan can include report preparation time, data completeness, correction rate, on-time delivery and client questions. Baselines and target definitions must be agreed before implementation.

MAP YOUR REAL PROCESS

Adapt this architecture to your systems and team.

Share the current workflow, tools and bottleneck. We will define a suitable implementation and measurement plan.

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