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See what your agents actually do in production.

Every workflow Falnor ships comes with a live dashboard - eval scores, cost per run, and rollout health tied to the criteria your team signed off on. No patchwork of spreadsheets. No guessing.

2.4s

P95 latency per agent run

100%

Token cost attributed per run

48hr

Eval reruns after model releases

24hr

Written root cause on incidents

Values are illustrative for a representative workflow.

One dashboard. Every signal that matters.

Stop stitching together billing dashboards, log files, and spreadsheets. Every workflow Falnor deploys ships with a live view of what is working, what it costs, and what needs attention.

  • Eval pass rate against criteria your team signed
  • Cost per run, per customer, per feature
  • Rollout stage health from shadow to full production
  • Alerts to Slack, PagerDuty, or email before customers notice
Production observability dashboard

See every step your agent took

When something goes wrong, you see exactly where. Every run is broken down into its steps - the LLM calls, tool interactions, and eval checks - so you can point to the moment it broke instead of guessing.

0s3s6s9s12s
agent.run
AGENT
12.0s
llm.call · classify intent
LLM
2.2s
tool.call · query NetSuite
TOOL
2.9s
llm.call · draft response
LLM
2.4s
eval · schema check
EVAL
1.0s
eval · judge score
EVAL
1.4s
tool.call · write to CRM
TOOL
1.7s

Spans

7

Duration

12.0s

Eval score

0.87

Status

1 error

Dashboards scoped by role

Different owners need different signals. Each dashboard is a curated view of the same production record - no duplicated tools, no conflicting numbers.

workflow-owner.dashboard

Workflow owner

Queue health and execution detail

Queue depthEscalation rateApproval backlogTool success rateResponse timeException routing
finance-ops.dashboard

Finance & IT

Economics and integration audit

Touchless rateCost per successful runFTE-equivalent savingsIntegration audit trailPermission collision alertsSpend by feature
leadership.dashboard

Leadership & operate

Rollout status and drift monitoring

Go-live statusIncident summariesMonthly signed diffsDrift flagsEval rerun cadenceRollout stage health

Catch silent failures before your customers do.

An agent can return a perfect-looking response and still be wrong. Falnor flags the failures that HTTP status codes miss - and tells you exactly which step, eval, and acceptance criterion broke.

Hallucination

Agent output drifts from the data it was given. Flagged on every run, not just when someone complains.

SignalGroundedness score < 0.7

Context drop

Agent silently ignores earlier context. Detected by checking what it actually read vs what it was sent.

SignalCoverage < 60%

Tool-call loop

Agent retries the same tool call without making progress. Caught by trajectory pattern matching.

SignalRepeat count > 3

Schema violation

Output does not match the format you signed off on. Zero-cost check on every single run.

SignalSchema mismatch

Cost blowout

Token spend spikes above the baseline for this workflow. You get alerted before the invoice arrives.

SignalSpend > 2x baseline

Latency regression

Response time jumps after a model or prompt update. Tracked across versions and rollout stages.

SignalP95 > baseline + 30%

Your data. Your cloud. Your repo.

Metrics and traces stay in your cloud tenant. Access is role-based, read-only where required, and indexed for evidence reviews. Falnor never hosts your production record.

  • Observability in your cloud - not on Falnor infrastructure
  • Role-based dashboards and read-only evidence views
  • Evidence indexed for internal reviews and readiness checks