Where to start
With so many possible use cases, it's hard to know which part of the workflow to automate first.
Abstract use cases
Agent pilots built around hype rather than real research jobs rarely survive contact with actual work.
Losing human judgment
Moving fast with agents can mean losing the creativity and oversight that protects research quality.
One-off experiments
A single successful pilot doesn't mean your team has built lasting agentic AI capability.
Identify the highest-value points in your research workflow to introduce agents first - not everywhere at once.
Move faster on the parts of research that benefit from it, while protecting the judgment only humans bring.
Design agents around real research jobs and keep humans in the loop, so adoption sticks past the first pilot.
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