Vantage RuntimeAI
Continuous multi-turn check-rides for production AI agents.
Real scenario stress-testing for autonomous agent pipelines. Run multi-model evaluation sweeps against
deterministic heuristic rubrics. Built for engineering teams whose custom eval repository has outgrown the
product itself.
Evaluation infrastructure for agent pipelines
Adversarial Scenario Libraries
Agents fail differently than static code blocks. RuntimeAI ships with pre-built, multi-turn conversational
templates mapping directly to real failure vectors—including escalation handling, boundary-setting,
tool-use calibration, and recovery from prior errors.
Deterministic Heuristic Rubrics
Stop burning API budgets on an expensive LLM judging another LLM. Our engine evaluates transcripts using
repeatable keyword and structural heuristics, outputting auditable performance bands alongside phrase
highlights for rapid debugging.
Side-by-Side Model Diffing
Built for the exact moment you cannot justify another month of maintenance on homegrown eval scripts. Link
parallel agent runs by comparison IDs to immediately evaluate how a prompt change or model upgrade affects
operational compliance before deploying to production.
What this is, and what it isn’t
What it is
A continuous behavior evaluation platform for production-grade AI agents. We provide non-engineering
stakeholders with human-readable scorecards without forcing engineers to translate raw text traces or JSON
strings.
What it isn’t
An LLM observability tool (we do not replace distributed trace loggers like LangSmith or Datadog), an API
model gateway, or a passive “test once” static certification tool.
Use cases
Customer support agents
Adjudicate escalation decisions, multi-turn coherence, refund and exception handling, hostile customer recovery
Sales agents
Qualification accuracy, objection handling, channel-appropriate tone, disclosure and disclaimer compliance
Internal copilots
Tool-use accuracy, knowledge currency, refusal calibration, boundary-setting on off-topic prompts
Domain-specific agents
Custom scenario authorship for vertical agents in regulated or specialized contexts