Sourcing & Diligence Agents
We build agents that learn your company. The agents train with you. We build. All at once.
Company intelligence
that compounds.
It starts with understanding your business.
Before any agent touches production, your Envoy meets our Liaison in the Cleanroom. They learn how your business runs: goals, vocabulary, decisions. The output is a living map every Catalyst agent reads from.
- ■Your team talks to our team. Agents listen and learn
- ■Full audit trail. Both sides see everything that was said
- ■The output is a living map of your business. Every Catalyst agent reads from it
Signal becomes evidence.
Evidence becomes a decision.
Scan every signal. Score against your thesis. Surface what deserves attention.
Document the evidence. Detect the red flags. Decide what is worth it.
Better models do not
fix the last mile.
Most agent projects plateau before the work becomes dependable. Without a learning system, improvements stay manual, context disappears, and quality drifts silently.
Your Agentic Advisor Team
Liaison
- Represents CatalystRL as your Envoy’s counterpart.
- Plans agentic fleets and dispatches agents.
- Deploys Sentinel agents only with customer approval.
- Agentic fleet plan
- 1–2 weeks
- Agent dispatch
- On demand
- Sentinel deploys
- Customer-approved
Envoy
- Streamlines onboarding from days to minutes.
- Uses only the access and permissions you grant.
- Advocates for you opposite CatalystRL’s Liaison.
- Onboarding
- Minutes, not days
- Access granted by
- You
- Unapproved access
- Zero
Sentinel
- Sentinel agents are consumption-billed.
- Sentinel agents execute tactical work in real time.
- Sentinel agents upgrade agentic fleets and version agents.
- Billing
- Consumption-based
- Execution
- Real time
- Agentic fleet upgrades
- On demand
Powerful agents without
surrendering the keys.
- Your data and IP stay inside your perimeter, with no external transfers.
- Data and agent communications stay encrypted. Choose any major model provider.
- Every high-stakes decision routes through explicit human approval.
- Your team stays involved at every step that matters.
- Every request is authenticated and every action is authorized.
- You grant granular permissions across teams, roles, and individual agents.
- Agents start fully supervised.
- Controls ease only after measurable performance proves trust.
- Every agent action, decision, and data access is recorded and queryable.
- Built to align with SOC 2 Type II controls across service boundaries.
Built by operating the company this way.
Tom DiLemmo is a serial founder and builder who built a production agentic fleet to prove the thesis before bringing it to market. CatalystRL is built by operating the same system every day.