Seven agents. One studio.
LLM agents run discovery, content iteration, knowledge-graph build, instrumentation, statistical honesty, and pre-ship QA on every engagement. Not as marketing. As production tooling.
Discovery agent
All tiersRuns the structured client interview. Same rubric as Tyler's week-one discovery, in five minutes.
Customer acquisition agent
ConstellationTop-of-funnel discovery, prospect qualification, and pipeline state management. Built and shipped through the studio (originally by Tyler), currently licensed to a B2B SaaS partner and running in production. We build similar bespoke agents for client teams at Constellation tier.
Knowledge-graph agent
Summit+GraphRAG over the client's research, prior content, and domain corpus. Turns unstructured material into a query surface that survives team turnover.
Content iteration agent
Summit+Generates variants of long-form deliverables from a brief, surfaces them for human review, learns from selections.
Instrumentation agent
Summit+Sets up performance dashboards. Wires KPI capture into the deliverable from build week, not launch week.
Statistical-honesty agent
All tiersGates every public claim through the measurement policy. Flags directional-tier claims dressed up as validated.
QA agent
All tiersPre-ship deliverable review. Visual rubric pass, runtime error scan, voice-rule check before anything leaves the studio.
- → Agents are production tooling. Not marketing. Not features.
- → Agents handle the structured work humans do badly (consistent rubrics, exhaustive checklists, large-corpus retrieval).
- → Humans handle the work agents do badly (taste, judgment calls, conversations with real stakeholders).
- → When an agent can't make the call, it surfaces the decision to a human. It does not guess.
- → Every agent claim that reaches the client carries an evidence tier. Same discipline as the measurement policy.
The intake agent runs the same five-minute discovery the studio uses in week one.
You'll get a one-page brief, a tier recommendation, and an honest no-fit answer if your problem belongs somewhere else.
The agent is an AI. It will not pretend to be Tyler.
Two of the seven agents above are visible from the outside: the discovery agent (you can talk to it at /agents/intake) and the customer acquisition agent (already licensed and running in production with a SaaS partner). The other five ship as part of engagement deliverables, not as public chat surfaces.
If you want to see the engagement agents in action, the path is Atlas. By week three of an Atlas engagement, the relevant agents are running on your project.