The foundation for faster, smarter operations
The next wave of observability starts here. Power every AI and SRE workflow with live, contextual, cost-efficient telemetry with Mezmo's Active Telemetry Platform.
Today’s organizations face the following challenges
Tokenizing and moving all telemetry to downstream tools is expensive. Duplicate data and unbounded cardinality drive up storage and LLM costs.
Alert storms, verbose logs, and uncurated traces bury the evidence engineers and AI agents need for quick root cause analysis.
Rigid routes and static filters cannot adapt to incident context, changing environments, or specific AI/SRE workflows.
- Cut noise and cost while preserving root-cause fidelity
- Intelligently filters non-actionable signals and deduplicates bursts to significantly reduce log volume and LLM token spend.
- Utilizes dynamic sampling to ensure full Root Cause Analysis (RCA) fidelity without introducing data bloat.
- Accelerate triage and agent accuracy with context-engineered telemetry
- Generates summaries, enrichments, and scoped evidence in-flight to deliver exact context for fast, accurate diagnosis.
- Enables agentic operations to ground decisions in real-time, persistent telemetry, eliminating redundant queries and saving token budget.
- Modernize and control your observability stack
- Unifies logs, metrics, and traces on demand, simplifying OTel migrations, routing, and schema normalization.
- Ensures fine-grained policy control and audit trails for safe, compliant, and observable data movement.
Mezmo’s Active Telemetry Platform is built on four key pillars:
Enable operational AI in minutes with context engineered data sets. Give your agents simple prompts with context fueled accuracy reducing the window of failure to almost none.
Give devs the flexible use of AI to access and act on any high-context telemetry, right within their workflows for a superior experience—without putting budget, performance, or control at risk.
Process telemetry in-stream to accelerate Root Cause Analysis (RCA) with an agentic SRE. Extract key information and spot anomalies with full context – before data is ever stored.
Direct data with intent, reshape and normalize for agentic and human consumption, including "easy button" migration to Open Telemetry. Separate signal from noise by its value, triggering automated actions to dodge spikes or flag faults in real time.
The Active Telemetry platform
The benefits of Active Telemetry
Developer control
Diagnose root cause faster and with greater accuracy over traditional methods, all while retaining complete control to define, search, and replay telemetry on demand.
In-flow processing
Profile, filter, and normalize telemetry as it flows in real time. Decide what’s useful and shape its context on the fly, ensuring only actionable, high-fidelity data reaches your analytics tools.
Analysis
Unify logs, metrics, and traces into structured context for AI and humans. Techniques like tail-based sampling and dynamic cardinality control reduce noise, while retaining the ability to instantly rehydrate or replay filtered-out data the moment an anomaly is detected.
Auto response
The Context Engine acts as your pipeline agent, automatically catching events and anomalies to trigger pre-defined SRE actions. It can dynamically prevent cost spikes, capture richer diagnostic telemetry, or instantly re-route critical alerts to Slack and core dev workflows.
Experience faster, smarter observability.
- ✔ Schedule a 30-minute session
- ✔ No commitment required
- ✔ Free trial available
