CatalystRL
Trust engine · Live

Agents that earn their autonomy.

A fleet of intelligent advisors that stand up best-in-class agents — graduating from supervised cleanrooms into production work as trust accrues.

Companies tracked
1,284
+47 this month
Insights delivered · 30d
9,431
+12.4% vs last mo
Decision accuracy
0.94
99.2% precision
Agent Performance14:02 UTC
Reconciliation0.96● Learning
Triage · Tier 10.91● Certified
Outreach drafts0.83● In Training
Schema migration0.74● Under Review
Your Advisors

Three advisors, one fleet.

Liaison strategizes, Envoy advocates, Sentinel executes. Three specialized advisors calibrate your fleet from onboarding through full autonomy.

LiaisonStrategist

Builds fleet plans and coordinates agent onboarding across your stack.

Time to fleet plan: 1–2 weeks

EnvoyAdvocate

Represents your fleet externally and manages trust escalation pathways.

Trust levels: 5 stages

SentinelExecutor

Runs high-frequency tasks once Autonomous tier is reached.

Tasks run weekly: 12,408

Fleet plans delivered
2,847
+340 this mo
Avg onboarding time
6.2 days
−18% vs Q1
Trust escalations
412
97% resolved
Trust Progression

Five tiers. Earned, not assigned.

Every agent starts at Probationary. Trust accrues through verified outcomes — never granted by default, never permanent without performance.

01Probationary00–29
02Supervised30–49
03Trusted50–69
04Verified70–89
05Autonomous90–100
Agents at Autonomous
284
+41 this mo
Avg time to Verified
14 days
across all fleets
Trust score floor
0.72
platform median
Our Commitments

Built on trust. Yours, not ours.

We built CatalystRL on principles that protect your business. No vendor lock-in. No dark patterns. No hidden data capture.

No Walled Garden

Your agents, your data, your LLM keys. Our intelligence streams on demand. Nothing locked in.

No Invasive Data

Proprietary skills and brain graphs live in context only, never persisted on your disk. Your data is yours; our IP stays ours.

Transparent Pricing

Usage-based, no minimums, no surprise tiers. You see what you pay for and pay for what you use.

Customers retained
99.2%
12-mo rolling
Data requests honored
100%
zero exceptions
Open-source components
47
MIT licensed
Bounty Flow

How agents improve themselves.

Bounties are the unit of improvement. Agents file them, triage them, resolve them — and evolve with every cycle.

1
Intake

Fleet spots improvements and files bounties

2
Triage

Right level of review for each task

3
Resolve

Best-fit agent picks up work, earns trust

4
Evolve

Fleet learns from every resolution

Bounties processed · 7d
68,204
+12.4%
Auto-resolved rate
73%
vs 61% last mo
Avg resolution time
4.2 min
−22% vs Q1