Platform
Three layers of production
agent reliability
Observability alone is not enough. Agent systems need SRE — the operational discipline modern software systems already have.
Monitor. Detect. Intervene.
Agent Reliability Control Plane
Track agent systems against reliability, latency, safety, and cost objectives. The control plane gives your team continuous visibility into whether every run is meeting its production SLOs — and automated mechanisms to respond when it isn't.
Move beyond dashboards that tell you what happened. RouteIQ tells you what to do next: retry, downgrade autonomy, switch models, open an approval gate, or escalate to a human.
See it in actionUnderstand why tasks fail, not just that they do.
Measure latency at the task, step, and tool level.
Track spend per run and alert on cost overruns.
Define and track safe behavior thresholds per workflow.
Identify loop, drift, and silent failure patterns as they emerge.
Trigger retries, model swaps, or context refreshes automatically.
Route risky actions to the right approver with full context.
Compare prompt, model, and tool versions with regression analysis.
Beyond logs. Into the run.
State Debugger
Logs show what happened. The State Debugger shows why. Inspect how an agent's plan, memory, assumptions, and constraints evolved at every step — and identify exactly where goal drift, stale context, or reasoning mismatches started.
Every step is a diff: what changed in the agent's understanding of the world, and whether those changes moved it closer to or further from the task objective.
See it in actionSee how plan, memory, and constraints changed at each step.
Quantify deviation from the original task objective over time.
Track whether the agent followed its stated plan.
Trace which memory items were used, ignored, or corrupted.
Flag outdated facts and assumptions driving bad decisions.
Identify repeated tool calls and stuck-run patterns.
Compare confidence signals against actual correctness.
Surface the most likely explanation for task failure.
Visibility into every coordination boundary.
Multi-Agent Reliability Platform
Single-agent reliability is table stakes. When you have specialist agents, orchestrators, approval chains, and delegation graphs, failures happen at the seams — in handoffs, role boundaries, and coordination overhead.
RouteIQ gives you a topology view of your agent network: which relationships are load-bearing, where context is lost, and which agents are creating most of the failure surface.
See it in actionTrack every context transfer and measure fidelity.
Visualize the full delegation and coordination topology.
Flag when agents operate outside their intended scope.
Surface circular approval chains and stuck handoffs.
Identify unproductive back-and-forth between agents.
Measure the latency cost of multi-agent workflows.
Score each specialist agent's contribution to task success.
Identify single points of failure in your agent graph.
Ready to ship agents with confidence?
Book a demo to see RouteIQ in action with your agent stack.