AI Agent Observability | Tracing, Evaluation & Monitoring

Trace Everything

Trace every decision,
not just the final output.

See immutable traces of prompts, agents, tool calls, branching paths, retries, and model responses across the full execution path.

Performance Metrics

Avg latency, cost per run, tool call time, steps taken, context utilization, prompt and completion token counts - all at a glance.

Deep run inspection

Click any run to see the full conversation trace - inputs, outputs, tool calls, timestamps, and which version ran it.

Filter and export

Filter by status, user, or date range. Download your entire run history for offline analysis, compliance audits, or reporting.

Run History - Support Agent ProLast 7 days

1.2s

AVG LATENCY

$0.004

AVG COST

4.1

STEPS/RUN

68%

CONTEXT USE

How do I reset my password?

Completed0.9s

Refund request - order #84221

Completed1.4s

Account upgrade help (escalated)

Escalated2.1s

How many licenses do I have left?

Completed0.7s

Billing statement for March 2026

Completed1.1s

Trace → Eval

From trace to eval. Without leaving the platform.

Move from a problematic run directly into testing, scoring, and analysis instead of stitching together separate tools.

🎯

Pre-deployment testing

Run test suites, simulations, and red-team scenarios before release to validate behavior under expected and adversarial conditions.

🗺️

Post-deployment evaluation

Score live outputs, detect regressions, and monitor changes in quality as prompts, models, and workflows evolve.

🤖

Faster quality loops

Turn production traces into structured evaluation workflows so teams can improve prompts, agents, and orchestration with evidence.

Production Visibility

Don't just monitor production. Understand it.

Track how quality, reliability, latency, throughput, and spend change across runs, workflows, and releases.

Metrics that matter

Monitor throughput, latency, token usage, model performance, completion quality, and workflow reliability from one operational view.

Cost visibility

Attribute spend across agents, workflows, model calls, and execution paths so optimization is tied to actual system behavior.

Insights and anomalies

Detect unusual execution patterns, rising failure rates, quality regressions, and cost spikes before they become systemic issues.

Enterprise Oversight

Auditability built for enterprise
operations.

Maintain immutable records of runs, changes, and execution history with the visibility needed for governance and review.

Immutable Audit Log

Retention: 90 daysTamper-proof

TIMESTAMP	ACTOR	ACTION	OUTCOME	TAGS
2026-03-31 09:14:02	agent/summarizer-v2	workflow.executed	success	prodv2.4
2026-03-31 09:14:03	system	eval.scored	pass	faithfulness: 0.93
2026-03-31 09:14:11	admin/wei.chen	prompt.updated	committed	agent: classifier
2026-03-31 09:15:44	agent/classifier-v1	workflow.executed	flagged	review
2026-03-31 09:16:02	admin/priya.r	policy.applied	enforced	PII-block

Immutable audit logs

Maintain durable records of execution history, configuration changes, release events, and operational activity.

Policy-aware visibility

Track behavior in a way that supports internal controls, governance reviews, and enterprise oversight requirements.

Operational accountability

Give teams a defensible record of what ran, what changed, how it behaved, and what outcomes it produced.

Native Visibility

Built into the workflow that
runs your agents.

Observability is native to the system that builds, orchestrates, deploys, and governs agents - not bolted on after the fact.

Richer trace context

Capture visibility from the orchestration runtime itself, including multi-step logic, delegated execution, and runtime state transitions.

Fewer tool handoffs

Trace, evaluate, monitor, and govern in one connected system rather than stitching together separate observability and quality tools.

Better operations

Keep debugging, release confidence, cost visibility, and auditability aligned to the same execution layer that runs the work.

Trusted by Industry Leaders

Agentic AI in the Enterprise - Satyajit Saha & Sandeep Dinodiya

SimplAI has fundamentally changed how we approach AI adoption inside the organization. Instead of running isolated experiments with different models and tools, we now have a unified platform to build, orchestrate, and govern AI agents across multiple business workflows.

What stood out for us was the platform's ability to handle enterprise requirements - security, governance, and observability - while still allowing teams to rapidly prototype and deploy AI solutions. SimplAI helped us move from fragmented AI initiatives to a scalable AI operating model

Satyajit Saha

SVP - Global Head of Technology and Digital Solutions

We chose SimplAI for its agentic operating system and enterprise-grade reliability. Today, we run multiple agents across GTM, operations, and customer support — all on a platform that scales and deploys securely on private clouds. The support from the team has been exceptional.

Ft. Jugal Anchalia

Co-Founder & CEO, Refold AI

Satyajit Saha

SVP - Global Head of Technology and Digital Solutions

SimplAI is helping us address customer challenges at scale using AI, without the need to build an in-house AI engineering team. Even before going live in production, SimplAI has shown its value through its robust capabilities and consistent support for our goals. Their responsive and dedicated approach has made them a reliable partner in advancing our AI initiatives.

Lisa McLean

Director of Product Management | Peek

Secure infrastructure alone is not enough. Enterprises need the full stack — governed AI agents running inside a deployment model that never compromises their security posture. Pairing Zeblok’s Ai-MicroCloud with SimplAI’s orchestration layer means enterprises no longer have to choose between capability and control. Furthermore, our ability to offload to Flash memory means significant reduction in GPUs when managing user context.

Mouli Narayanan

Founder & CEO | Zeblok Computational Inc.

With SimplAI, Lawyered isn't just embracing AI, we're redefining the legal landscape. By seamlessly integrating cutting-edge technology with our mission to democratize legal access, we're not only streamlining processes but also ensuring data security and privacy. SimplAI isn't just a platform, it's a catalyst for innovation.

Himanshu

Founder & CEO | Lawyered

See every step. Trust every release.

Trace every decision,
not just the final output.

From trace to eval. Without leaving the platform.

Don't just monitor production. Understand it.

Test before release. Catch
regressions after.

Auditability built for enterprise
operations.

Built into the workflow that
runs your agents.

Visibility for agents that actually ship.

Trusted by Industry Leaders

Frequently Asked Questions

See every step. Trust every release.

Trace every decision,not just the final output.

From trace to eval. Without leaving the platform.

Don't just monitor production. Understand it.

Test before release. Catchregressions after.

Auditability built for enterpriseoperations.

Built into the workflow thatruns your agents.

Visibility for agents that actually ship.

Trusted by Industry Leaders

Frequently Asked Questions

Trace every decision,
not just the final output.

Test before release. Catch
regressions after.

Auditability built for enterprise
operations.

Built into the workflow that
runs your agents.