InsightFinder
Brooklyn, US · Founded 2015 · Delaware corporation · 31 employees on LinkedIn · 4 known investors
Find your way into InsightFinder
341 people in our graph share verified history with the InsightFinder team — schools, employers, funds. One of them is your warm intro.
Ken Chenaultunlockedknows Helen Gu · together at IBM T.J. Watson Research (overlapped)
×8knows the team · via IBM T.J. Watson Research
×3knows the team · via University of Illinois Urbana-Champaign
InsightFinder AI uses patented unsupervised machine learning for AI Observability and IT Observability, providing real-time anomaly detection, root cause analysis, and incident prediction across logs, metrics, and traces. It serves enterprise-scale organizations to identify and remediate issues such as model drift, LLM hallucinations, and application and infrastructure failures.
Founders & leadership
InsightFinder was founded in 2015 by Xiaohui Gu and Helen Gu.
XG
Xiaohui GuCo-founder
HG
Helen GuinFounderHelen Gu holds a PhD in Computer Science from UIUC (2004) and a BS from Peking University (1999). She is a tenured professor at North Carolina State University's Department of Computer Science and has held positions as a visiting scientist at Google and research staff member at IBM, where she worked on stream processing systems. Gu is the founder and CEO of InsightFinder, an AI observability platform built on unsupervised machine learning technology she co-developed.
Investors · 4
Funding
SEC filings, press & company announcements$16.7M disclosed across 5 of 8 rounds · 2018–2026
- Undisclosed amountSeries BApr 2026Source ↗
▶$9.9MraisedSep 2022 · 27 investors · Other TechnologyRule 506(b)
▶$9.9MraisedSep 2022 · 27 investors · Other Technology
Rule 506(b)Officers, directors & promoters on the filing
- Ju ZhangDirector
- Miao HongDirector
- Lister DelgadoDirector
- Chao HuangDirector
- Xiaohui GuExecutive Officer, Director
- Offering amount
- $9.9M
- Amount sold
- $9.9M
- First sale
- May 2022
- Incorporated
- Corporation, Delaware
- Federal exemptions
- 06b
▶$2MraisedJul 2021 · 10 investors · Other TechnologyRule 506(b)
▶$2MraisedJul 2021 · 10 investors · Other Technology
Rule 506(b)Officers, directors & promoters on the filing
- Lister DelgadoDirector
- Chao HuangDirector
- Ju ZhangDirector
- Xiaohui GuExecutive Officer, Director
- Offering amount
- $2M
- Amount sold
- $2M
- First sale
- May 2021
- Incorporated
- Corporation, Delaware
- Federal exemptions
- 06b
▶$725KraisedJan 2021 · 7 investors · Other TechnologyRule 506(b)
▶$725KraisedJan 2021 · 7 investors · Other Technology
Rule 506(b)Officers, directors & promoters on the filing
- Ju ZhangDirector
- Lister DelgadoDirector
- Chao HuangDirector
- Xiaohui GuExecutive Officer, Director, Promoter
- Dan TurchinExecutive Officer, Director
- Offering amount
- $750K
- Amount sold
- $725K
- First sale
- Jul 2020
- Incorporated
- Corporation, Delaware
- Federal exemptions
- 06b
▶$2MraisedDec 2019 · 8 investors · Other TechnologyRule 506(b)
▶$2MraisedDec 2019 · 8 investors · Other Technology
Rule 506(b)Officers, directors & promoters on the filing
- Xiaohui GuExecutive Officer, Director, Promoter
- Lister DelgadoDirector
- Yuanxin LiuDirector
- Joseph ChangDirector
- Offering amount
- $2M
- Amount sold
- $2M
- First sale
- Dec 2019
- Incorporated
- Corporation, Delaware, 2015
- Federal exemptions
- 06b
▶$2.1MraisedFeb 2018 · 5 investors · Other TechnologyRule 506(b)
▶$2.1MraisedFeb 2018 · 5 investors · Other Technology
Rule 506(b)Officers, directors & promoters on the filing
- Xiaohui GuExecutive Officer, Director, Promoter
- Offering amount
- $2.4M
- Amount sold
- $2.1M
- First sale
- Feb 2018
- Incorporated
- Corporation, Delaware, 2015
- Federal exemptions
- 06b
Source: SEC EDGAR Form D. Amounts as filed; amended filings shown once at their latest values.
Founder mafia
3 people who came through InsightFinder went on to found or lead other companies.
Competitors · 10
by search overlap
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Evidently AI30 shared keywordsEvidently is an open-source library for monitoring machine learning models in production, offering 100+ built-in metrics for data quality, model drift detection, and performance tracking. It serves ML teams and data scientists across enterprises and startups who need to monitor models throughout the ML lifecycle.
Insight30 shared keywordsInsight is a global technology solutions provider that helps businesses, government agencies, and schools with IT infrastructure transformation, cloud adoption, and AI integration. The company offers expert guidance, technical consulting, and IT cost management services to support digital transformation.
Splunk29 shared keywordsSplunk offers a unified platform for security and observability that ingests and analyzes large-scale data across hybrid cloud environments. Its tools support security operations centers with analytics and automated response, and help teams monitor application and infrastructure performance.
Coralogix28 shared keywordsCoralogix provides an observability platform that analyzes real-time telemetry with AI-powered investigation and cost controls for engineering teams. Its offering targets modern engineering and DevOps teams, including those running AI infrastructure, and was named a Leader in Gartner's 2026 Magic Quadrant for Observability Platforms.
DataCamp27 shared keywordsDataCamp is a learning platform for teams that teaches data and AI skills through hands-on coursework accessible via web browser and mobile app. It serves enterprise customers and development teams seeking to build technical capabilities.
Fiddler AI22 shared keywordsFiddler AI provides an AI observability and control platform offering experiments, monitoring, guardrails, and governance for enterprise AI agents and compound AI systems. It targets enterprise teams deploying AI, with inline enforcement on an agent's request and response path.
Deepchecks21 shared keywordsDeepchecks offers an enterprise LLM evaluation platform that unifies testing, observability, and monitoring for AI systems in production. It lets AI teams compare prompt/model/agent versions, set up auto-scoring pipelines, create LLM judges and datasets, and integrate LLM app testing into CI/CD.
iguazio19 shared keywordsIguazio builds a platform for deploying machine learning and generative AI models into production business applications, helping data science and engineering teams move models from development to real-world use. It was acquired by McKinsey & Company in January 2023 and is now part of QuantumBlack, McKinsey's AI arm.
Arize19 shared keywordsArize provides observability and evaluation tools for AI systems and large language models, enabling development teams to monitor, debug, and improve AI agents in production.
Companies competing with InsightFinder for the same Google search keywords, organic and paid, via search-intersection analysis.
Non-dilutive funding · 2 SBIR/STTR awards
Federal grants — no equity taken| Agency | Phase | Year | Amount |
|---|---|---|---|
| National Science Foundation | Phase I | 2021 | $256K |
| National Science Foundation | Phase II | 2017 | $750K |
Source: SBIR.gov award data (U.S. Small Business Administration). SBIR/STTR awards are competitive federal R&D grants and contracts — non-dilutive capital alongside any venture rounds above.
In the news
InsightFinder get $2M seed to automate outage preventiontechcrunch.com · Dec 2019Frequently asked questions
- What does InsightFinder do?
- InsightFinder AI uses patented unsupervised machine learning for AI Observability and IT Observability, providing real-time anomaly detection, root cause analysis, and incident prediction across logs, metrics, and traces. It serves enterprise-scale organizations to identify and remediate issues such as model drift, LLM hallucinations, and application and infrastructure failures.
- Who founded InsightFinder?
- InsightFinder was founded by Xiaohui Gu, Helen Gu in 2015.
- Who are InsightFinder's investors?
- InsightFinder's investors include Eastlink Capital Partners, Eight Roads Ventures, IDEA Fund Partners, Yu Galaxy.
- How much funding has InsightFinder raised?
- InsightFinder has disclosed $16.7M raised across 5 of its 8 known rounds.
- Where is InsightFinder headquartered?
- InsightFinder is headquartered in Brooklyn, US.