Prove AI
- Company typePrivate
- Founded2018
- HeadquartersSan Diego, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
Prove AI firmographics
Firmographics- Name
- Prove AI
- Legal name
- Prove AI AG
- Website
- https://proveai.com
- Company type
- Private
- Founded year
- 2018
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Ownership category
- akta.pro rank
Prove AI industry classification
Industry- Product category
- AI Observability Software
- NAICS
- Computer Systems Design Services (541512), Custom Computer Programming Services (541511)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- Model Deployment, Serving & Inference Platforms (HDAAABAF)
- akta.pro secondary industries
- Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), Data Quality, Validation & Ground Truth Auditing (HDAAALAF), Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem) (HDAEANAC)
Keywords
Where Prove AI is headquartered
LocationHeadquarters
- HQ city
- San Diego
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Prove AI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations
Revenue model
- Self-Hosted Free Deployment: Prove AI v0.1 is available as a free-to-deploy self-hosted product. The core observability platform is offered at no cost. The company likely generates revenue through future enterprise features in v1.0 (AI-guided remediation), premium support, or enterprise add-ons, though these monetization paths are not yet explicitly detailed in public sources.
- Enterprise Support and Services: Based on the privacy policy describing 'Products' and contact channels for press/partnerships inquiries ([email protected]), there are likely professional services, enterprise support, or custom deployment offerings in scope, though specific pricing and terms are not publicly disclosed.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Monthly | Free Self-Hosted Core Platform |
Go-to-market motion2 records
Distribution channels3 records
Marketing channels6 records
Prove AI product offering
Product offeringCore offering
Prove AI provides an open-source, self-hosted observability and telemetry platform purpose-built for generative AI workloads and agentic systems. Built on OpenTelemetry and Prometheus, the platform captures full execution context (prompts, embeddings, model outputs, evaluation scores) and surfaces token throughput, latency distributions, embedding service health, and retrieval pipeline health through a unified dashboard. The current v0.1 release delivers containerized telemetry infrastructure, while a planned v1.0 release will add AI-guided agentic remediation workflows.
Product overview
Prove AI is an open-source, self-hosted GenAI observability platform built on OpenTelemetry and Prometheus. The product portfolio consists of the core Prove AI platform (v0.1 currently available, v1.0 planned), which provides containerized telemetry infrastructure for capturing and monitoring generative AI workloads. The v0.1 release delivers rapid deployment, self-hosted data sovereignty, and unified dashboards for metrics including token throughput, latency distributions, and retrieval pipeline health. The planned v1.0 will add AI-guided agentic remediation capabilities. The platform is designed for AI engineers who need to debug GenAI systems, prove ROI, and maintain custom performance metrics while owning their data assets. Available as free self-hosted software via GitHub.
Differentiator
Problem solved
Functional benefit
Products and services
- Prove AI v0.1 (Containerized Observability Platform) An open-source, self-hosted GenAI observability platform built on OpenTelemetry and Prometheus. It provides AI engineering teams with preconfigured telemetry pipelines, a unified web-based dashboard for monitoring token throughput, latency distributions, embedding service health, and retrieval pipeline health, and full data sovereignty by deploying entirely within customer infrastructure.
Quantifiable outcome
- Fewer than 5% of GenAI prototypes reach production without proper observability tooling; Prove AI addresses this gap by providing the infrastructure for end-to-end GenAI visibility
- +1 more outcomes
Companies that use Prove AI
Customer profileSegments2 records
Ideal customer profiles2 records
Prove AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration3 records
AI capability5 records
Feature7 records
Prove AI partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered supporting.
- HederasupportingProve AI is discussed in an academic paper on blockchain technology as a governance layer for responsible AI. The paper notes that Hedera, an enterprise-grade distributed ledger technology (DLT) platform, can permanently and immutably store key telemetry data to support debugging, remediation, compliance, and audit requirements. Prove AI's architecture can leverage DLT for immutable telemetry storage, providing verifiable, tamper-resistant records of AI execution histories.
- EQTY LabsupportingProve AI is analyzed alongside EQTY Lab and Humans.ai as one of three real-world implementations in a normative study examining blockchain technology as a governance infrastructure for AI systems. EQTY Lab's verifiable compute work with NVIDIA is cited as a comparable approach to ProveAI's training data documentation aligned with the EU AI Act.
Scale indicators4 records
Recent moves6 records
Expansion highlights6 records
Prove AI competitors and assessment
Company assessmentDirect peers
- Arize AI: Arize AI is a direct GenAI/LLM observability and evaluation platform offering tracing, evaluation, and drift detection for AI applications. It competes head-to-head with Prove AI for the same AI engineering persona and similar RAG, agent, and prompt-level monitoring use cases.
- WhyLabs: WhyLabs provides an AI observability platform with model monitoring, data quality, and drift detection for ML and LLM systems. It overlaps directly with Prove AI on semantic failure detection, telemetry pipelines, and enterprise AI governance use cases.
- LangSmith: LangSmith is LangChain's LLM observability and evaluation suite for tracing, debugging, and evaluating LLM applications. It is one of the most direct competitors to Prove AI in agentic and RAG workflow monitoring and shares the same AI engineering buyer.
- Helicone: Helicone is an open-source LLM observability proxy that provides logging, tracing, and cost analytics for GenAI applications. Its open-source, developer-led model closely mirrors Prove AI's PLG approach and targets the same AI engineer persona.
Broad incumbents
- Datadog: Datadog is a broad cloud observability incumbent with LLM/AI monitoring capabilities (e.g., LLM Observability, Watchdog for AI). It is named explicitly by Prove AI as a comparison set and represents the kind of well-capitalized incumbent that could absorb GenAI-specific observability features into a wider platform.
- Splunk (Cisco): Splunk is a broad observability, logging, and security analytics platform cited by Prove AI as a comparison point. Its enterprise reach and Splunk Observability Cloud add adjacent GenAI capabilities that overlap with Prove AI's enterprise governance use case.
- Grafana Labs: Grafana Labs produces Grafana, Loki, Tempo, and Pyroscope observability tooling and is named explicitly by Prove AI as a comparison. It overlaps in the OpenTelemetry/Prometheus-based observability stack that Prove AI builds upon and is rapidly adding AI workload capabilities.
- Honeycomb.io: Honeycomb.io is an observability platform focused on high-cardinality tracing and debugging. While not GenAI-specific, its debugging-for-production-engineers positioning and OpenTelemetry support make it a relevant broader observability peer to Prove AI.
Emerging players
- Galileo: Galileo is an emerging GenAI evaluation and observability platform focused on LLM quality, hallucination detection, and chain evaluation. It competes for a subset of Prove AI's use cases around RAG and agent monitoring and serves a similar AI engineering audience.
- Confident AI (DeepEval): Confident AI (DeepEval) is an emerging LLM evaluation and observability framework used to test, monitor, and benchmark GenAI applications. It overlaps with Prove AI on quality evaluation and RAG monitoring and is increasingly targeting enterprise AI governance workflows.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Prove AI social profiles
Digital presenceProve AI compliance and trust
Trust signalCompliance3 records
Prove AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Prove AI leadership team
Management profileNumber of profiles
Profiles2 records
Prove AI funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Prove AI 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 Prove AI
What does Prove AI do?
Prove AI provides an open-source, self-hosted observability and telemetry platform purpose-built for generative AI workloads and agentic systems. Built on OpenTelemetry and Prometheus, the platform captures full execution context (prompts, embeddings, model outputs, evaluation scores) and surfaces token throughput, latency distributions, embedding service health, and retrieval pipeline health through a unified dashboard. The current v0.1 release delivers containerized telemetry infrastructure, while a planned v1.0 release will add AI-guided agentic remediation workflows.
Is Prove AI a public or private company?
Prove AI is a private company. It is classified as unknown and is currently operating.
When was Prove AI founded?
Prove AI was founded in 2018. It employs 11 to 50 people.
Where is Prove AI based?
Prove AI is headquartered in San Diego, United States, in the North America region.
How does Prove AI make money?
Two revenue lines are on record. Self-Hosted Free Deployment is the primary driver. The others are enterprise Support and Services.
Who are Prove AI's main competitors?
Direct peers on record are Arize AI, WhyLabs, LangSmith and Helicone. Broad incumbents are Datadog, Splunk (Cisco), Grafana Labs and Honeycomb.io. Emerging players are Galileo and Confident AI (DeepEval).
Does Prove AI have an API?
No public API is recorded for Prove AI.
What industry is Prove AI in?
Prove AI's product category is AI Observability Software. Its primary akta.pro industry code is HDAAABAF, Model Deployment, Serving & Inference Platforms, with a secondary code of HDAEANAG, Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII). Its NAICS code is 541512 and its SIC code is 7372.