InsightFinder
Brooklyn, US · Founded 2015 · Delaware corporation · 3 known investors
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.
AI & Machine LearningCloud ComputingDeveloper ToolsEnterprise Software
Founders & leadership
InsightFinder was founded in 2015 by Xiaohui Gu and Helen Gu.
XG
Xiaohui GuCo-founder
HG
Helen GuinFounder
Investors · 3
Reported raises · per SEC filings
Form D private placements$16.7M disclosed across 5 rounds · 2018–2022
▶$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
2 people who came through InsightFinder went on to found or lead other companies.
Competitors · 9
by search overlap
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 AI-native observability platform with a data lake that lets engineering teams ingest, store, and query telemetry (logs, metrics, and traces) across their stack using a unified query language and conversational AI investigation interface. It stores data in the customer's own cloud in open formats and includes cost-optimization tooling to retain high-cardinality data at lower cost.
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 provides a Control Plane for AI agents, offering explainability, observability, and governance to monitor and control autonomous AI systems. It serves enterprises, including Fortune 500 companies, that need to deploy compliant, secure, and high-performing AI at scale.
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 provides an MLOps platform for operationalizing data science, covering the full lifecycle from data engineering through model deployment and monitoring, with a built-in feature store for real-time AI applications. It targets enterprises across industries such as finance, healthcare, and retail that need to run machine learning and deep learning models in production at scale.
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
Frequently 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.
- How much funding has InsightFinder raised?
- InsightFinder has disclosed $16.7M raised across 5 rounds.
- Where is InsightFinder headquartered?
- InsightFinder is headquartered in Brooklyn, US.