The Guardian brain — routes goals, understands context, aggregates models, and keeps actions safe.
Given a goal or event, it selects the right workflow, composes tools (LLMs, ML, rules), applies context, and enforces guardrails. Results are verified and fed back to improve suggestions.
Chooses the best model/agent per task using domain, latency, cost, and quality signals.
Plug GPT/Claude/Mistral/local LLMs or custom ML — centralized orchestration.
Ensembles with weighted voting, tiebreakers, and confidence scoring.
Agents draft integrations, mappings, and workflows for human review.
Outcomes tune prompts, routes, and policies over time.
Correlates who/what/when/where to surface patterns and anomalies.
Telemetry closes the loop → improves routing, prompts, and policies.
Run an ensemble on a document categorization task. See which model wins and why.
We’ll add provider logos once you confirm the exact stack you want to show.
Start with one department and expand. Packages make it modular, guardrails keep it compliant.