Reproduce a published chart from its source data
Turn a chart image into a reproducible analysis and identify differences caused by filters, transformations or missing notes.
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.
Review shared-property reserve and governance evidence
Compare reserve studies, budgets and meeting records for a shared property, then prepare an evidence-linked question packet before a purchase or portfolio review.
Answer a business question through a reviewed read-only query
Translate a business question into a bounded read-only query and return a reproducible answer with definitions, filters and data freshness.
Conduct customer-discovery interviews by phone
Use a disclosed voice assistant to conduct structured research calls and collect answers for the research team to review.
Turn weekly news into a research library
Collect relevant articles into a shared research collection so a team can ask questions across the week’s developments.
Find content ideas in video comments
Analyze viewer reactions and collect suggestions for future episodes in a separate editorial list.
Build a competitor research report
A one-off research workflow: agents use a company name to find competitors and gather information about their products and reviews. It can be adapted for a B2B team.
Find audience needs in community discussions
This workflow analyzes popular discussions in a selected community. It can be adapted for an agency’s content strategy or product audience research.
Turn industry podcasts into a knowledge base
New episodes from RSS feeds are transcribed and analyzed by topic. This can be adapted for research teams, consulting firms, or industry publications.
Receive a daily market and competitor briefing
This workflow brings industry articles from RSS feeds into a regular briefing. It can be adapted for consulting, marketing agencies, or product teams.
Keep a weekly tracker of competitor activity
Gather competitor product news, hiring activity, and public posts into a weekly tracking sheet and concise team briefing.
Test a business idea before committing to development
Assess demand, alternatives, distribution, and delivery risks before choosing a small validation experiment. Keep evidence of the problem separate from enthusiasm for a particular solution.
Reuse a consistent method for sales-audience research
Package a repeatable research method so an assistant can analyze sales conversations and related lead metrics with the same business definitions each time.
Make accumulated user research accessible during strategy work
Turn an approved research archive into a concise briefing and question-answering assistant that the team can use in a planning workshop.
Monitor the competitive landscape for a long research program
Track competing development programs and organize evidence for long-term planning discussions.
Scout research assets across languages
Search a large multilingual evidence base for existing research assets that may warrant specialist review.
Assemble multidisciplinary diligence for research programs
Bring scientific, legal, and market evidence into one review packet before experts compare program priorities.
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1–17 of 27 workflows