From the article published on The ResearchOps Review

Below is information to complement the content in the article

AI Classifications for ResearchOps

• Use this framework to disambiguate the broad term "AI" and align your organisation's strategy with the correct technology. ⇒

Agentics & ResearchOps Glossary

• Reference this glossary to build the controlled vocabulary necessary for governing your own agentic research systems. ⇒

AI Family Tree: Four Eras

• Trace the history of AI to understand why you cannot force the certainty of deterministic models onto today's probabilistic tools. ⇒

Overview: Data Science that Listens (DStL)

• Apply these qualitative methods to translate unstructured human data into the structured instructions your AI agents require. ⇒

Sample DStL Agentic Pipeline

• Explore this pipeline to see how you can architect specialized clusters of agents that calibrate, rather than simply automate, your research tasks. ⇒