The training platform for reliable AI agents
Parameterize your agentic systems. Improve them with simulations — without tuning model weights.
Login and purchase require whitelist approval.
> spawning 1,000 simulated conversations
> sweeping parameters: temperature, retry_policy, tool_budget
✓ baseline reliability ............ 71.4%
✓ best parameter set .............. 94.8% (+23.4)
✓ no model fine-tuning required
→ promote config to production? [y/N]Trusted by teams building agentic products
The platform
Engineer reliability into your agents
lucidic treats your agentic system as a configurable program, then optimizes it through simulation — so you ship agents that behave predictably at scale.
Parameterize everything
Turn prompts, tool budgets, retry policies, and routing into tunable parameters you can search over — no weight changes needed.
High-fidelity simulations
Run thousands of synthetic, branching scenarios against your agents to surface failure modes before your users do.
Reliability scoring
Quantify correctness, latency, and cost on every run with deterministic evals and custom rubrics.
Parameter sweeps
Automatically explore the configuration space and find the set that maximizes reliability for your workload.
Continuous regression
Gate every deploy on a simulation suite so agent behavior never silently drifts in production.
Production guardrails
Promote winning configs with confidence and roll back instantly when live metrics deviate.
How it works
From unpredictable to dependable in four steps
Connect your agent
Wrap your existing agentic system with the lucidic SDK. We capture its inputs, tool calls, and decision points — no rewrites required.
Expose parameters
Declare the knobs that govern behavior: prompts, temperatures, tool budgets, routing rules, retries, and guardrails.
Simulate at scale
Generate thousands of realistic scenarios and run them across parameter combinations to measure reliability, cost, and latency.
Promote the winner
Ship the configuration that maximizes reliability, then keep it honest with continuous regression suites — all without touching model weights.
Use cases
Built for teams shipping agents to production
Customer support agents
Resolve more tickets without escalations by tuning escalation thresholds and tool usage against simulated customers.
Coding & dev agents
Cut flaky multi-step runs by sweeping planning depth, retry policies, and tool budgets across realistic repos.
Commerce & ops agents
Keep checkout, fulfillment, and routing agents reliable as catalogs and policies change underneath them.
High-stakes workflows
Validate behavior against thousands of edge cases before deploying agents into regulated or sensitive domains.
Pricing
Plans unlock with whitelist access
lucidic is in private rollout for 2026. Purchasing requires whitelist approval — request access and we'll onboard your team.
Starter
Explore simulations on a single agent.
- 1 agent workspace
- 500 simulated scenarios / mo
- Basic reliability scoring
- Community support
Scale
For teams running agents in production.
- Unlimited agents
- Large-scale parameter sweeps
- Custom evals & rubrics
- Continuous regression gating
- SSO & role-based access
- Dedicated support
Enterprise
Security, compliance, and scale on your terms.
- Private & on-prem deployment
- Audit logs & data residency
- Custom integrations
- Solutions engineering
Ship agents you can trust
Join the whitelist to parameterize your agentic systems and improve them with simulations — without tuning model weights.