Constellation
Build the permanent agentic research and content pipeline.
- → Custom agentic AI discovery + content-creation agents tuned to your domain
- → Knowledge-graph-backed research surface that survives team turnover
- → Real-time performance instrumentation across content, agents, and outcomes
- → Ongoing capability evolution as a documented operating cadence, not a wish
Domain mapping, agent inventory, knowledge-graph seeding, baseline instrumentation. Outcome: a working v0 of the system, narrow but real.
Second and third agent specialists, knowledge-graph density, first production-scale content shipped through the pipeline.
Reliability work, agent-task gating, statistical-honesty layer, your-team-runs-it transition. Includes a 10% change-request budget per the standard SOW.
New agents added against demonstrated need (not roadmap theatre). Quarterly review against the cost-per-outcome baseline set in month 1.
| KPI | Method | Threshold |
|---|---|---|
| Agent task completion % | Execution logs (success / failure / human handoff) | ≥ 85% |
| Research cycle time | PM + agent-run timestamps | ≤ 5 days brief-to-finding |
| Knowledge-graph coverage | GraphRAG dashboard (nodes + edges) | growth ≥ 10% / quarter |
| New immersive content per quarter | Release notes + backlog | ≥ 4 |
| Agents in production | Agent registry snapshot | ≥ 3 by Month 6 |
| Cost per outcome vs baseline | Accounting + instrumentation | ≥ 2× improvement |
| Peer-review / patent output | Publication record | ≥ 1 / year |
Fortune 500 R&D, research organizations, and broadcast or media properties building the infrastructure for repeated immersive innovation. Constellation is what you commission when shipping one product is not the answer; the answer is becoming the kind of organization that ships a new one every quarter.
Constellation is a multi-quarter commitment with real operational stakes. We will not start one without a written sign-off on the cost-per-outcome baseline and a named executive sponsor on your side.
Book a Constellation discovery call.
Thirty minutes. Bring a real problem. Leave with a one-page brief.