Selector’s annual recurring revenue reached 230% of its 2024 level in 2025, the fourth year in a row it more than doubled, and investors responded with a $32 million round at a $375 million valuation in February 2026. Its product is an agentic layer for network operations: agents that collapse alert storms into a single incident, trace root cause and blast radius, open the ticket and stage the fix. It suits large telecom operators and Fortune 1000 network teams. Pricing is shared by quote, and public user ratings are still few.
Telecom investors know it well. AT&T Ventures, Bell Ventures, Comcast Ventures and Singtel Innov8 all back the company, and Comcast and Bell engineers appear in its testimonials. We rate it 8.0/10 on our scale, a score that mostly reflects pricing transparency. We have not used Selector ourselves; this review is based on Selector’s product pages and blog, its funding announcements and Gartner Peer Insights ratings.
A $375M Valuation and Agents That Correlate Network Alerts
- Selector raised $32 million led by AVP in February 2026 at a $375 million valuation, double its prior one, after ARR reached 230% of 2024 levels.
- Its Foundry agents correlate alerts into one incident, find root cause and blast radius, open tickets and stage fixes, with nothing executed until a user approves.
- Telecom backers include AT&T Ventures, Bell Ventures, Comcast Ventures and Singtel Innov8, and about 80% of customers are Fortune 1000 organizations.
- Pricing is quote-only, and buyers start with a demo rather than a self-serve trial.
- Gartner Peer Insights shows 4.7 out of 5 from 7 ratings, with some reviewers asking for more built-in reports and noting phrasing-sensitive queries.
Selector’s Growth, Funding and Operator Investors
Selector publishes growth and funding figures rather than customer case metrics, and its investor list reads like a roster of large network operators.
| Fact | Detail | Source and Date |
|---|---|---|
| Founded | 2019, by former Juniper Networks executives Kannan Kothandaraman (CEO) and Nitin Kumar | Selector Series B release, November 19, 2024 |
| Series B | $33 million led by Ansa Capital, bringing total funding to more than $66 million; AT&T Ventures, Bell Ventures, Singtel Innov8 and Hyperlink Ventures joined | Business Wire, November 19, 2024 |
| Latest round | $32 million led by AVP, with Ansa Capital, Two Bear Capital and Sinewave Ventures | Selector press release via CIO Dive, February 18, 2026 |
| Valuation | $375 million, double the previous valuation | Selector press release via CIO Dive, February 18, 2026 |
| Growth | 2025 cumulative ARR at 230% of 2024 levels, the fourth year ARR doubled; new ARR booked at 370% of 2024 levels | Selector press release via CIO Dive, February 18, 2026 |
| Customers | About 80% are Fortune 1000 organizations; three new Fortune 20 customers added in 2025 | Selector press release via CIO Dive, February 18, 2026 |
| Patents | Eight U.S. patents covering causal inference, LLM training, AI correlation, predictive maintenance and network path intelligence | Selector press release via CIO Dive, February 18, 2026 |
| Data reach | 300+ telemetry sources across network, cloud and edge, collected without device agents | Selector platform page, viewed October 2026 |
| Named voices | Testimonials from engineers at Comcast, TracFone and Bell | Selector platform page, viewed October 2026 |
| Analyst coverage | Included in 19 Gartner research resources, including the 2025 Gartner Market Guide for Event Intelligence Solutions | Selector press release via CIO Dive, February 18, 2026 |
| Ecosystem | Part of the Google Cloud Network Observability Ecosystem; team drawn from Juniper, Uber, Meta, Cisco, Nutanix and VMware | Business Wire, November 19, 2024 |
| User rating | 4.7 out of 5 from 7 ratings, 71% five-star | Gartner Peer Insights, viewed October 2026 |
The investor list is the strongest signal for a telecom buyer. When the venture arms of AT&T, Bell, Comcast and Singtel invest, it usually means their network teams have looked closely at the product. Bell and Comcast engineers also appear by name in Selector’s testimonials.
Outcome data is the area Selector could build out. Selector reports company growth in percentages, and publishing named customer metrics such as hours saved or tickets avoided would help buyers; Gartner Peer Insights holds seven ratings so far. Expect to build your own business case during a proof of concept.
The growth numbers deserve a careful read. ARR at 230% of the prior year is a strong signal of demand, but it is a relative figure from a private company, without a base amount. Treat it as evidence that large buyers are signing, not as a measure of how well the agents work in any one network.
Data to Correlation to Agents to Approved Action
Selector is a network intelligence platform with an agentic layer on top. The flow, as Selector describes it, runs from data to correlation to agents to approved action.
Collecting and Correlating Data
Selector pulls metrics, logs, configurations and flows from more than 300 telemetry sources across network, cloud and edge, without installing agents, and normalizes them into one data model. Selector’s blog names the layers: a Data Hypervisor that cleans and enriches telemetry, a Knowledge Service that adds context through real-time correlation, and LLMs with retrieval that produce answers. Purpose-built models trained on network telemetry look for cause and impact, and cross-domain correlation ties network, cloud and application data into a live knowledge graph.
The Foundry Agents
- Rosetta: the conversational interface. It interprets what an operator wants, calls the right specialist agents and returns one answer with evidence attached. It can start from an event or from an operator’s question.
- Loom: a correlation agent that turns an alert storm into a single incident with root cause, timeline, blast radius and evidence.
- Artist: builds live network dashboards from a plain-language request, with no query syntax.
- Sculptor: lets teams create new agents, including by describing them in plain language, with a Git repository for building, versioning and governing them.
Selector published posts on Rosetta, Artist and Loom in October 2026, presenting them as parts of Foundry.
Alert Filtering, Ticket Routing and Dashboards on Request
According to Selector, the agents filter alert noise, link related incidents, open tickets and route them to owners, build dashboards on request and deliver recommendations in real time. Customer testimonials mention background agents and auto-incidents. When a fix is needed, an agent stages it, Selector’s demo example being a rollback of a configuration push, and waits.
Nothing Runs on the Network Without Approval
Nothing executes until a user approves it. Agents act inside user-defined guardrails and existing role-based access controls, every answer links to its evidence and steps, and actions leave an auditable trail. Selector’s May 2025 post describes its framework as already supporting automated actions and ITSM workflow integration while evolving toward self-healing, and recommends introducing agents with human-in-the-loop guardrails.
Regional Support and Container Deployment Options
Selector’s Japanese and cloud marketplace expansion, announced with its 2026 funding, matters for global operators that want regional support and procurement through an existing cloud account.
Selector supports containerized and hybrid cloud deployments and runs on the LLM of your choice. It connects to Slack, Microsoft Teams and ITSM tools, works beside existing tools such as Splunk, NetBox and ThousandEyes, and links to custom tools and agents through MCP and A2A. Buyers start with a demo, and one Gartner reviewer reports that deployment took longer than expected.
Selector Contracts Follow a Demo, With No List Price
Selector does not publish prices. Contracts are negotiated after a demo, and the company says it is adding cloud marketplace and regional partner channels.
| Plan | Price | Billing | What’s Included | Limits |
|---|---|---|---|---|
| Selector platform | Custom quote | Negotiated contract | Data collection, correlation, knowledge graph and dashboards | Scoped by data sources and network size |
| Foundry agents | Custom quote | Negotiated with the platform | Rosetta, Loom, Artist, Sculptor and staged remediation | Actions require user approval |
| Cloud marketplace purchase | Custom quote | Through the marketplace | Same platform bought through a cloud provider | Availability depends on the marketplace |
Sizing the Alert Work at an Illustrative NOC
With no list prices, the useful exercise is sizing the work the agents target. The volumes below are our own illustrative assumptions, using Selector’s claim that up to 90% of repair time goes to finding where an issue started.
- A regional operator NOC: 400 incidents a month at three hours each is 1,200 engineer hours. If up to 90% of that is spent locating the origin, as much as 1,080 hours a month is the pool correlation agents aim at.
- An alert storm: a fiber cut that triggers 2,000 alerts across routers, links and applications is exactly what Loom is built to fold into one incident with a blast radius.
- Dashboard requests: if network engineers spend a day a week building views for other teams, Artist targets that time with plain-language requests.
Costs to plan for beyond the license: the infrastructure for containerized or hybrid deployment, LLM usage if you bring your own model, staff time to tune correlation and write agents, and a proof of concept long enough to measure results on your own incidents.
Selector AI Compared With Kentik AI Advisor, Nokia Autonomous Network Fabric and Resolve AI
Selector sits between network observability tools and broader incident agents. These are the closest options listed on our site.
| Agent | Starting Price | Free Plan | Main Strength | Main Trade-Off | Best For |
|---|---|---|---|---|---|
| Selector AI | Custom quote | No | Cross-domain correlation with agents that stage fixes for approval | No public pricing and few ratings | Large operators wanting agentic AIOps across vendors |
| Kentik AI Advisor | $2,000 a month billed annually (platform) | No (30-day trial) | Deep flow and device telemetry with a published price | Read-only; stops at diagnosis | Providers already on Kentik |
| Nokia Autonomous Network Fabric | Custom quote | No | Agents across radio, IP, optical and fixed networks | Spread across many Nokia products | Operators running Nokia-heavy networks |
| Resolve AI | Custom quote | No | Broad integrations across observability, cloud and code | Aimed at software engineering teams | Platform and SRE teams at software companies |
Selector goes further toward action than Kentik, whose agent is read-only, and stays more vendor-neutral than Nokia. Resolve AI covers similar incident work for software production systems rather than carrier networks. For more options see our AI agents for telecom and IT and DevOps guides.
Large Telecom and Cable Operators
- Large telecom and cable operators: the investor list and named testimonials from Comcast and Bell suggest the product is built for networks at that scale.
- NOCs drowning in alerts: Loom is designed to turn alert storms into one incident with root cause and blast radius.
- Multi-vendor, multi-domain estates: 300+ telemetry sources and cross-domain correlation suit networks that mix vendors, clouds and applications.
- Teams ready for supervised action: staged fixes with approval and audit trails give a path to automation without unattended changes.
Small ISPs and Buyers Needing a List Price
- Small ISPs and single-site networks: the platform is sold to Fortune 1000 organizations on negotiated contracts.
- Buyers who need a list price before a call: Selector shares pricing by quote; Kentik publishes a price.
- Teams that want self-healing with no approval step: Selector describes that as a direction, not today’s default.
- Operators whose need is billing or customer care: BSS-focused platforms such as Amdocs aOS or Totogi BSS Magic fit better.
Peer Reviews, Reporting and Deployment Planning
- Public reviews: seven Gartner Peer Insights ratings is a small sample so far for a platform at this price level.
- Built-in reporting: some reviewers say built-in reports are limited and most must be created by users, an area Selector could expand.
- Query phrasing: one reviewer says natural-language questions must be phrased in a specific way.
- Deployment time: one reviewer found implementation took longer than expected, so plan the proof of concept with slack.
- Customer metrics: Selector’s product pages describe lower time to repair; publishing named customer metrics would make that easier to verify.
- Roadmap language: self-healing examples in Selector’s blog are framed as scenarios, so confirm which actions are available in your contract.
AVP’s $32 Million Round and Entry Into Japan
- On February 18, 2026, Selector raised $32 million led by AVP at a $375 million valuation and said it had entered the Japanese market.
- On May 23, 2025, Selector described its path from visibility to autonomous operations, with agents that already take automated actions and integrate with ITSM workflows.
Convincing Triage Agents, Scored at 5.9
For large operators that want agents to do real correlation and triage work with an engineer approving each change, Selector is one of the more convincing options. It scores 8.0/10 on our scale: strong on autonomy and integrations, with the score reflecting quote-only pricing, a demo-led setup and a small set of public ratings. The backing of AT&T, Bell, Comcast and Singtel venture arms, and ARR that more than doubled for a fourth year, suggest operators are buying.
Smaller teams and anyone who needs a price up front may find other tools a better fit. If you shortlist Selector, run a proof of concept on a real alert storm and measure how often Loom’s single incident matches your engineers’ own root cause. Ask which staged actions are available at signing, how approvals map to your change management process and how the platform handles your own LLM if you bring one. Those answers matter more than the funding headlines.
Doubts Network Teams Bring to a Selector Demo
How Much Does Selector AI Cost?
Selector does not publish prices. It sells on negotiated contracts after a demo and is adding cloud marketplace and regional partner channels.
Do Selector’s Agents Make Changes Without Approval?
No. Selector says nothing executes until a user approves it. Agents can stage a fix such as a configuration rollback, open and route tickets and build dashboards, and every action leaves an audit trail.
What Are Rosetta, Loom and Artist?
They are agents in Selector’s Foundry layer. Rosetta is the conversational interface that calls other agents, Loom folds alert storms into one incident with root cause and blast radius, and Artist builds dashboards from plain-language requests.
How Does Selector AI Compare With Kentik AI Advisor?
Both correlate network data to find root causes. Kentik’s agent is read-only and comes with a published platform price from $2,000 a month billed annually. Selector’s agents can stage fixes for approval, and it is sold on custom quotes.
Who Invests in Selector?
Its February 2026 round was led by AVP. Earlier backers include Ansa Capital, Two Bear Capital, Atlantic Bridge, Sinewave Ventures, AT&T Ventures, Bell Ventures, Comcast Ventures, Singtel Innov8 and Hyperlink Ventures.

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