Intelligent Advisor Agents
Deploy an agent workforce that learns your business and improves itself.
Our Commitments
■No Walled Garden
Catalyst runs on Anthropic, OpenAI, Google, and every major model provider. Swap models freely, benchmark across providers, and keep your own infrastructure. You are never locked in.
■No Invasive Data Requirements
Your IP stays with you. Agents run inside your environment and Catalyst never takes custody of your data. No invasive onboarding, no document uploads. Context is built inside your walls.
The Gap in Enterprise AI
The Problems
▲ The 80% Wall
▲ Agentic Drift
The Solution
Catalyst is a team of intelligent agentic advisors that autonomously assist companies in building best-in-class agents that self-improve, evolve, and earn their autonomy by building trust.
Your Agentic Advisor Team
■Liaison
Your strategist. Runs discovery, maps your workflows, and shows you exactly where AI will move the needle.
■Envoy
Your advocate inside the platform. Keeps humans in the loop and ensures nothing happens without your say-so.
■Sentinel
Your executor. Executes the work in your environment. Your data never leaves.
The Catalyst Platform
| Deep Context | Every agent is backed by a company context graph built from your goals, vocabulary, and workflows, so it knows your business as well as your best people do. |
| Earned Autonomy | Agents prove themselves before they're trusted with more. |
| Compounding Intelligence | Your agents get measurably better every week through agent knowledge graphs that compound learnings across your entire fleet. |
| Complete Visibility | See exactly what every agent is doing, in real time. |
| Control and Compliance | Every decision traceable. Every action governed. Your rules, always. |
We're currently in a closed rollout with select enterprise partners. To see the platform in action or discuss early access, reach out to tom@catalystrl.ai.
Controlled Autonomy
Involvement
| Humans in the Loop | Every high-stakes decision routes through human approval. Your team stays involved at every step. |
| Earned Autonomy | Agents start fully supervised. Controls ease up only as trust is proven through measurable performance. |
| Full Audit Logging | Every agent action, every decision, every data access recorded and queryable. |
| Role-Based Access | Granular permissions tied to teams, roles, and individual agents. |
Security
| SOC 2 Aligned | Built to meet SOC 2 Type II controls across every service boundary. |
| Your Environment | Data never leaves the customer perimeter. No external transfers, no exceptions. |
| Zero-Trust | Every request authenticated, every action authorized. No implicit trust between services. |
| End-to-End Encryption | All data encrypted in transit and at rest. Agent communications secured across every boundary. |
The Team
Tom DiLemmo
Founder & CEO · New York City
Serial founder and builder with a track record of taking companies from zero to exit. Founded CatalystRL after identifying a critical gap in enterprise AI infrastructure, then built and operated a production agent fleet to prove the thesis before bringing it to market. Driven by the belief that the next wave of competitive advantage belongs to organizations that can deploy AI agents that genuinely improve themselves.
The Agent Team
Autonomous Workforce · Always On
Liaison, Envoy, and Sentinel are actively deployed and running client engagements today. Behind them, a fleet of specialized agents handles evaluation, evolution, trust scoring, and continuous improvement across every deployment. They operate 24/7, learn from every interaction, and get measurably better with each cycle.
The Advantage
Why We Win
Other vendors sell you software. Catalyst delivers a workforce that learns your business and compounds in value over time.
Agent as a Service
A workforce that bills by results and improves with every task.
Consumption-based pricing. You pay for outcomes, not seats, not tokens, not hours. When your agents deliver results, that's when the meter runs.