By KentikLearning Objectives
- Describe what Kentik does and why network observability matters for large networks and service providers
- Explain how AI Advisor formulates investigation plans and runs multi-step queries across massive telemetry
- Identify why evidence-backed findings and human action define its assistant role
What Is Kentik AI Advisor?
Kentik is a network observability platform for large enterprises and service providers — the companies that operate networks big enough to generate enormous volumes of telemetry every day. Founded in 2014 in San Francisco, Kentik ingests flow data, data from application programming interfaces (APIs), and synthetic tests to give operators a clear, queryable picture of how their network is actually behaving, from the backbone to the edge.
AI Advisor is the platform's autonomous investigation capability. When something looks wrong, it does not just show a dashboard — it formulates a plan for how to investigate, then runs the multi-step queries needed to work toward an answer, and reports back what it found and why.
💡Key Concept
Network Observability: The practice of understanding a network's internal state from the data it produces — flow records, metrics, and test results. Rather than only alerting that something broke, observability lets operators ask open-ended questions and trace behavior across the whole network, which is essential when the traffic volume is far too large to inspect by hand.
What Kentik AI Advisor Does
- Investigation planning — formulates a plan for how to look into a problem rather than requiring a human to script every query
- Multi-step querying — runs sequences of queries across the telemetry to narrow down a cause
- Massive-scale analysis — works across trillions of telemetry points collected daily, including flow data, API data, and synthetic tests
- Evidence-backed findings — returns conclusions supported by the underlying data, not unexplained guesses
- Guardrails — applies pre- and post-execution checks around the queries it runs
How AI Is Applied
AI Advisor is designed as an autonomous investigation assistant. Given a problem, it reasons about where to look, formulates an investigation plan, and executes the multi-step queries required to gather evidence — the kind of legwork a skilled network engineer would otherwise do manually across a mountain of data. Because it operates over trillions of telemetry points per day, the automation is genuinely doing analysis a human could not do at that speed.
The honest framing matters here: it is an assistant, not an autopilot. AI Advisor returns evidence-backed findings, but a human still decides what to do with them. Pre- and post-execution guardrails constrain what it runs and check the results, keeping the automation bounded. The value is in compressing hours of manual investigation into fast, evidence-supported answers, while leaving the final action to an operator.
Who Uses Kentik AI Advisor
Kentik serves large enterprises, network operations teams, and service providers — organizations whose networks are big and busy enough that manual investigation cannot keep up. Network engineers and operations staff use AI Advisor to accelerate root-cause analysis and to make sense of telemetry at a scale that would be impractical to query by hand.
Pricing
Kentik is enterprise software with quote-based pricing. Cost depends on the volume of telemetry ingested, the number of devices and sites, and the features included. Organizations contact Kentik directly for a tailored quote.
Company Details
| Detail | Info |
|---|---|
| Company | Kentik |
| Founded | 2014 |
| Headquarters | San Francisco, California |
| Category | Network observability |
| AI Feature | AI Advisor — autonomous investigation assistant |
| Telemetry Sources | Flow data, APIs, and synthetic tests |
| Website | kentik.com |
Strengths
- Massive-scale analysis — works across trillions of telemetry points daily, far beyond manual reach
- Autonomous investigation — formulates plans and runs multi-step queries rather than waiting for hand-written ones
- Evidence-backed — findings are supported by the underlying data, aiding trust
- Guardrails — pre- and post-execution checks keep automated queries bounded
- Broad telemetry — combines flow data, API data, and synthetic tests for a full picture
Limitations and Considerations
- Assistant, not autopilot — a human still acts on the findings; it does not remediate on its own
- Data-dependent — quality of findings depends on the telemetry being collected and accurate
- Enterprise scale — aimed at large networks and providers, not small environments
- Quote-based pricing — cost scales with telemetry volume and deployment size
Key Takeaways
- Kentik is a network observability platform for large enterprises and service providers
- AI Advisor formulates investigation plans and runs multi-step queries across trillions of daily telemetry points
- It returns evidence-backed findings with pre- and post-execution guardrails, but a human still acts on them
- Best for large network operations teams that need fast, evidence-supported root-cause analysis at a scale beyond manual querying
