InsightFinder AI

InsightFinder AI

Private
Durham, North CarolinaAI, Data & Cloud Infrastructurehttps://insightfinder.com

Last Round

Series B

Apr 20, 2026

Total Funding Raised

$31.75M

Company Overview

InsightFinder AI is a technology company that provides an AI-powered observability platform, also referred to as a Unified Intelligence Engine (UIE), for IT operations. The platform uses patented unsupervised machine learning algorithms to analyze real-time streaming logs, metrics, and traces from various systems. Its primary function is to automatically identify system anomalies, predict potential incidents hours before they occur, diagnose root causes, and in some cases, automate remediation to prevent or minimize the impact of IT outages. The company's solutions, which include AI Observability and IT Observability, are designed to integrate with existing monitoring tools like Datadog, PagerDuty, and ServiceNow. Founded by Dr. Helen Gu, a professor at North Carolina State University, the technology is based on over 20 years of research. InsightFinder serves enterprise clients in sectors such as finance, technology, and telecommunications, helping them reduce downtime and improve system reliability.

Sector

AI, Data & Cloud Infrastructure

Verticals

ML Platforms, DevOps & Containers, Incident Response, NLP & Conversational AI

Business Model

B2B

Customer Profile

Subscription SaaS, Usage-Based SaaS, Freemium, Government Contracts

AI Layer

Application

Keywords

AI observabilityAIOpsIT observabilityunsupervised machine learningincident predictionroot cause analysisLLMOpsLLM model monitoringMLOpsanomaly detectionML model monitoringincident preventionhallucination monitoringdrift detectionSRE toolsDevOps toolsalert noise reductionLLM evaluation

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InsightFinder AI Comps

Public and private peers based on sector, stage, and business model.

CompanyStatusEst. ValuationRev Multiple
OpenAIPrivate$86.0B~40x
CoherePrivate$5.0B--
Competitor 1Public$XX.XBXXx
Competitor 2Public$XX.XBXXx

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InsightFinder AI Funding Rounds

Historical fundraising activity

RoundDateAmount RaisedValuationInvestorsSources
Series BApr 20, 2026
AcceleratorApr 29, 2024
Series ASep 13, 2022
SeedJul 12, 2021
SeedDec 31, 2019
Seed
Apr 10, 2018

Key People

Founding team and executive leadership

Helen Gu

Founder And CEO

Founding Team

InsightFinder AI Investors

Notable investors and investment history

Market signals

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  • Apr 20, 2026

    $15M round completed.

  • Mar 2, 2026

    Launched Autonomous Reliability Insights (ARI) powered by composite AI.

InsightFinder AI Filings

SEC and related filings with document metadata.

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InsightFinder AI Filings

SEC and related filings with document metadata.

Frequently Asked Questions

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Firmographic Details

HeadquartersDurham, North Carolina
Employee Range27
Year Founded2015
Last FundingApr 20, 2026

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