Aporia
Aporia is an AI observability and guardrails company that provides machine learning monitoring and real-time AI safety technology, including hallucination and toxicity detection, to startups and large enterprises deploying AI models in production, distributed via hyperscaler cloud marketplaces.
- Company typePrivate
- Founded2020
- HeadquartersSan Jose, United States
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What Aporia does
Aporia is an AI control and observability company founded around 2020 in Tel Aviv, Israel, that built a full-stack platform for monitoring and safeguarding machine learning models and AI applications in production. The company offered two core products: an ML Observability Platform providing visibility into model performance, bias detection, and performance decline identification, and AI Guardrails, a real-time safety layer that detects hallucinations, data leakage, toxicity, and other risks in AI system outputs. Underpinning the Guardrails product is a proprietary MultiSLM Detection Engine that the company claims outperforms NeMo, GPT-4o, and GPT 3.5 in hallucination detection and latency benchmarks, and the technology was recognized as one of TIME's Best Inventions of 2024.
Aporia served both early-stage startups and large enterprises deploying AI and ML models in production, addressing concerns about model bias, accuracy failures, and the lack of visibility into model behavior in production environments. The company distributed its platform through the three major hyperscaler cloud marketplaces (Microsoft Azure, Google Cloud, and AWS) to lower enterprise procurement friction, supplemented by content marketing and earned media. A strategic integration partnership with Portkey (announced July 2024) extended the company's reach into third-party AI infrastructure deployments.
The company operated a SaaS subscription revenue model with quote-based enterprise pricing. Total venture funding reached approximately $30 million, anchored by a $25 million Series A in February 2022 led by Tiger Global with participation from Samsung Next, TLV Partners, Vertex Ventures, and Tal Capital. In December 2024, Aporia was acquired by Coralogix, an Israeli data analytics and observability company, for an estimated $50 million, with Aporia's technology being integrated into a unified monitoring platform alongside the establishment of a dedicated Coralogix AI research center.
Aporia firmographics
Firmographics- Name
- Aporia
- Legal name
- Aporia
- Website
- https://aporia.com
- Company type
- Private
- Founded year
- 2020
- Operating status
- Acquired
- Headcount range
- 51–100 employees
- Short description
- Aporia is an AI observability and guardrails company that provides machine learning monitoring and real-time AI safety technology, including hallucination and toxicity detection, to startups and large enterprises deploying AI models in production, distributed via hyperscaler cloud marketplaces.
- Ownership category
- akta.pro rank
Aporia industry classification
Industry- Product category
- AI Observability / ML Monitoring
- akta.pro primary industry
- AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF)
- akta.pro secondary industries
- Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL), Model Monitoring, Accountability & Incident Management (HDAAAMAF), Application Performance Monitoring (APM) (HDABAJAB), Application Performance Engineering & Observability (APM) (BPAEAFAK)
Keywords
Where Aporia is headquartered
LocationHeadquarters
- HQ city
- San Jose
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Aporia business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- SaaS Subscription: AI observability platform sold as a subscription service to businesses for ML model monitoring and AI guardrails
Go-to-market motion2 records
Distribution channels3 records
Marketing channels3 records
Aporia product offering
Product offeringCore offering
Aporia provides an AI observability and machine learning monitoring platform for businesses deploying AI and ML models in production. Its products deliver visibility into model performance and detect biases, declines, hallucinations, data leakage, and toxicity, enabling responsible and explainable AI deployment for startups and large enterprises.
Product overview
Aporia offered a dual-core product portfolio consisting of the ML Observability Platform and AI Guardrails. The ML Observability Platform provided full-stack machine learning monitoring, helping businesses gain visibility into model performance and detect biases or declines. The AI Guardrails product delivered real-time safety and control for AI systems, detecting hallucinations, data leakage, and toxicity. Together, these products enabled responsible and explainable AI deployment. Following the December 2024 acquisition by Coralogix, Aporia's technology is being integrated into Coralogix's unified monitoring platform for AI and IT workloads, with plans to establish a dedicated AI research center.
Differentiator
Problem solved
Functional benefit
Products and services
- Aporia ML Observability Platform Full-stack machine learning monitoring platform that provides visibility into model performance, detects biases, performance declines, hallucinations, data leakage, and toxicity, enabling responsible and explainable AI deployment for enterprises and startups.
- Aporia Guardrails AI safety and control product that monitors AI systems in production, detecting hallucinations, data leakage, toxicity, and other risks using the proprietary MultiSLM Detection Engine.
Quantifiable outcome
- Outperforms NeMo, GPT-4o, and GPT 3.5 in AI hallucination detection and latency
Companies that use Aporia
Customer profileSegments1 record
Ideal customer profiles2 records
Aporia technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
AI capability5 records
Feature3 records
Aporia partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- PortkeycorePortkey partnered with Aporia to bring secure and reliable AI guardrails to production. The partnership enables customers to integrate Aporia's guardrail technology with Portkey's AI infrastructure platform for enhanced AI security and reliability.
Scale indicators4 records
Recent moves5 records
Expansion highlights6 records
Aporia competitors and assessment
Company assessmentDirect peers
- Arize AI: Arize AI is a direct peer offering an AI observability and LLM evaluation platform that monitors model performance, drift, and quality in production — closely overlapping Aporia's ML Observability Platform and AI Guardrails offerings.
- WhyLabs: WhyLabs provides an AI observability platform for model monitoring, data quality, and LLM safety — directly comparable to Aporia's ML observability and guardrails products and serving similar enterprise and ML platform teams.
- Fiddler AI: Fiddler AI offers an AI observability and model monitoring platform with bias detection, explainability, and performance monitoring, targeting the same enterprise responsible-AI buyer as Aporia.
- Patronus AI: Patronus AI provides an AI safety and evaluation platform that detects hallucinations, safety issues, and quality problems in LLM outputs, directly competing with Aporia Guardrails on the AI safety use case.
Emerging players
- Galileo: Galileo is an emerging AI evaluation and observability platform focused on LLM quality, hallucination detection, and guardrails — overlapping strongly with Aporia Guardrails for production LLM applications.
- Helicone: Helicone is an emerging observability platform purpose-built for LLM applications, providing logging, monitoring, and evaluation features comparable to Aporia's ML Observability Platform for AI-native teams.
- LangSmith (LangChain): LangSmith is LangChain's LLM development and observability suite for tracing, evaluation, and monitoring of LLM applications — a strong adjacent emerging player competing for the same AI engineering buyer that adopts Aporia.
- Protect AI: Protect AI provides AI/ML security and model governance tooling, intersecting with Aporia's responsible AI and guardrails positioning through a security-led rather than observability-led lens.
Broad incumbents
- Datadog: Datadog is a broad observability incumbent that has been expanding AI-native monitoring, LLM tracing, and model performance features — competing with Aporia as part of a much larger platform portfolio.
- New Relic: New Relic is a broad observability incumbent that has added AI monitoring capabilities to its APM stack, offering enterprises a bundled alternative to standalone AI observability platforms like Aporia.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat3 records
Key risks5 records
Key highlights7 records
Customer concentration
Aporia social profiles
Digital presenceAporia financial estimates
Financial estimateRevenue estimate
Valuation estimate
Aporia leadership team
Management profileNumber of profiles
Profiles5 records
Aporia funding detail
Funding detailFunding overview
Funding rounds2 records
Investors5 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Aporia M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Aporia
What does Aporia do?
Aporia provides an AI observability and machine learning monitoring platform for businesses deploying AI and ML models in production. Its products deliver visibility into model performance and detect biases, declines, hallucinations, data leakage, and toxicity, enabling responsible and explainable AI deployment for startups and large enterprises.
Is Aporia a public or private company?
Aporia is a private company. It is classified as corporate owned and is currently acquired.
When was Aporia founded?
Aporia was founded in 2020. It employs 51 to 100 people.
Where is Aporia based?
Aporia is headquartered in San Jose, United States, in the North America region.
How does Aporia make money?
One revenue line is on record: saaS Subscription.
Who are Aporia's main competitors?
Direct peers on record are Arize AI, WhyLabs, Fiddler AI and Patronus AI. Emerging players are Galileo, Helicone, LangSmith (LangChain) and Protect AI. Broad incumbents are Datadog and New Relic.
Does Aporia have an API?
No public API is recorded for Aporia.
What industry is Aporia in?
Aporia's product category is AI Observability / ML Monitoring. Its primary akta.pro industry code is HDAEANAF, AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety), with a secondary code of HDAEANAG, Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII).