Lyrical AI builds what it calls agentic operating systems for business – agents that run business processes rather than a single assistant answering questions.
The current headline is Research Agents v2, combining real-time web access with enterprise connectors. That pairing is the point: an agent limited to public web data cannot answer questions about your own business, and one limited to internal systems cannot see the market. Joining both is where research automation becomes genuinely useful rather than a demo.
A public changelog and pricing page indicate a shipping product rather than a consultancy, though the primary call to action is a quote, so expect a sales conversation for anything substantial. Worth checking which enterprise connectors are supported before committing – connector coverage is what determines whether this fits your stack.









