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Use Case

Consultancy Automates Weekly Market Scans

A sourced competitor and market diff replaced a manual research day.

1 min readupdated 2026-08-01

/ quick answer

A 6-person consultancy produced weekly market briefs for retainer clients — roughly one analyst day per client. A sourced competitor and market diff replaced a manual research day.

A sourced competitor and market diff replaced a manual research day. A 6-person consultancy produced weekly market briefs for retainer clients — roughly one analyst day per client. Outcome: The pipeline generated cited draft briefs in ~9 minutes per client. Analyst time dropped to 45 minutes of editing, letting the firm take 4 more retainers without hiring. This use case node is part of the Onexial knowledge graph and links to related concepts, workflows and tools below.
Situation
A 6-person consultancy produced weekly market briefs for retainer clients — roughly one analyst day per client.
Tools Used
Workflow Applied
Outcome
The pipeline generated cited draft briefs in ~9 minutes per client. Analyst time dropped to 45 minutes of editing, letting the firm take 4 more retainers without hiring.
/ frequently asked

What is the Consultancy Automates Weekly Market Scans use case?

A 6-person consultancy produced weekly market briefs for retainer clients — roughly one analyst day per client.

What was the outcome?

The pipeline generated cited draft briefs in ~9 minutes per client. Analyst time dropped to 45 minutes of editing, letting the firm take 4 more retainers without hiring.

Which tools were used?

research-automation-stack.

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The vocabulary this page depends on.

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    Long-running AI research task that produces a cited multi-page report.

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