Review incoming workflow examples with a consistent rubric
Screen a large collection of submitted examples for clarity, evidence, and reproducibility before deeper editorial review.
A FIELD GUIDE TO AI AT WORK
Research workflows
Explore practical AI workflows for research: inputs, implementation steps, human checks and downloadable skills to adapt to your team.
ESSENTIALS / THREE FOUNDATIONS
People. Projects. P&L.
Build the foundations with three practical skills.
Start with what your team does.
Choose your recurring activities to build a starting set.
Prepare a cross-jurisdiction research brief for legal review
Gather preliminary information on a foreign legal question so a qualified local lawyer can verify a focused set of findings.
Compare competitor landing pages with your own
Collect current page screenshots and ask an assistant to identify differences worth investigating.
Map a collection of technical documents
Use a document assistant to connect major concepts with the files and systems that explain them.
Compare local markets using public business signals
Assemble public information about a geographic area to compare competition, customer experience, and potential business opportunities.
Create a visual review page for a research experiment
A model-development team generated disposable web reports to share dataset examples and experiment results with colleagues. The reports supported review without changing the core training system.
Prepare a sourced investment screening brief
An investment team used specialized research agents to examine a company from several angles, then checked the combined report against its investment criteria and gaps in the evidence.
Turn market research into a visual strategy brief
Use focused research questions to collect market evidence and organize it into a strategy presentation.
Answer repeat research questions from a shared archive
Prototype an assistant that retrieves relevant prior studies when colleagues ask recurring research questions.
Choose which uncertainty is worth measuring next
Focus research on information that could change a real business decision.
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18–27 of 27 workflows