AI Observability

aiOS is an AI marketing automation platform that orchestrates GPT, Claude, and Gemini models with 1,200+ agentic skills to automate content creation, ad optimization, lead generation, and multi-channel publishing. It unifies sales, marketing, and operations workflows through a central dashboard wit

Observo.ai is an AI-driven observability tool that revolutionizes security observability, cutting costs and incident resolution time. It optimizes telemetry data through intelligent pipelines, boosting security and DevOps operations while offering advanced data optimization and detection for faster

apex.ai is a comprehensive platform providing safety-certified software tools and services for autonomous systems. Its modular products enable deterministic execution, high-speed data routing, repeatable testing, and automated deployment for robotics and embedded applications.

AIClicks is an AI tool that enhances online visibility through a four-step process, including website analysis, keyword gap identification, and tailored action plans for content creation and optimization, aiding brands in improving engagement and conversion rates.

HoneyHive delivers AI observability and evaluation for production agents, offering OpenTelemetry tracing across 100+ LLMs, live metrics on quality, safety, latency, cost, drift alerts, offline experimentation, expert annotation, CI/CD integration, and enterprise security.

Velvet, part of Arize, is a developer gateway that links to Arize’s Unified Observability Platform for real‑time AI feature assessment. It supports open‑source LLM tracing, a LiteLLM gateway with 100+ models, fallback, spend tracking, and cloud or on‑premise deployment.

Inspectorio centralizes supply‑chain data, automating compliance checks, audit report generation, and risk analysis through AI. It offers real‑time insights into quality, supplier performance, sustainability, and production milestones, enabling faster, data‑driven decisions.

AI Bot Eye enhances CCTV with real‑time analytics: instant intrusion alerts, fire/smoke detection, face recognition, license‑plate logging, PPE compliance, and foot‑traffic counting. It sends notifications via app or WhatsApp, processes data locally, and integrates with any RTSP camera.

Athenic AI transforms plain‑English questions into deterministic SQL and instant visual answers, letting teams explore data without coding. It offers root‑cause research, anomaly alerts, dashboards, and scheduled reports—all grounded in verified metrics for reliable insights.

OfoxAI is a centralized AI gateway that streamlines access and management of AI models and inference endpoints. It enables multi-model orchestration, intelligent request routing, and built-in API management with security, observability, and MLOps integration for scalable, reliable deployments.

AInvest unifies market data, charts, and news into one dashboard. It auto‑detects candlestick patterns, back‑tests strategies against events like earnings and central bank meetings, streams live alerts, and offers portfolio tracking with broker integration.

Invisible Technologies offers a modular AI platform that unifies data, workflows, and expertise. Its components—Neuron, Atomic, Meridial, Synapse, and Axon—clean data, automate processes, provide expert input, benchmark safety, and deploy agents across finance, insurance, public service, healthcare,

Alpha Vision is an AI-driven security solution offering 24/7 surveillance, automated threat detection, and incident response. Features include real-time patrols, audio deterrents, natural language video search, and automated compliance verification for enhanced safety in various environments.

AI SEO unifies AI‑driven keyword research, technical audits, and content optimization into a single workflow. It refines structured data, internal linking, and semantic depth, improving search rankings, AI answer visibility, and machine readability for creators and marketers.

AppearOnAI analyzes business visibility across six AI platforms, offering competitor insights, content strategies, and performance tracking. It helps users enhance their online presence by optimizing brand perception and capturing qualified traffic in an AI-driven environment.

airops is an AI-driven search optimization platform for content and SEO teams, providing keyword and query analysis, automated content audits, scaled content creation and refresh workflows, citation tracking, integrations, and analytics to improve AI search visibility.

AirOps merges AI, SEO, and analytics to guide content prioritization and creation. It aggregates insights from SEO, AI signals, and GA4, turns them into structured workflows, and exports to CMS, streamlining collaborative editing and automated tasks.

airweave enables users to create intelligent agents with minimal coding. It integrates with over 100 data sources, automates data syncing, and offers flexible deployment options, making it suitable for both small projects and enterprise applications.

Aimlabs is an aim training tool providing analytics, coaching, and practice for titles such as Valorant and Rainbow Six Siege. It offers a sensitivity finder, adaptive training plans, and progress tracking on Windows, macOS, Steam, Xbox, PlayStation, and Epic Store.

Vivgrid is a platform for building, evaluating, and deploying AI agents, offering tools for observability, debugging, and performance testing, with low-latency infrastructure, multi-agent orchestration, and automated safety mechanisms for reliable AI deployment.

Qwiet AI unifies SAST, SCA, IaC, container, and secrets scanning into one scan, filtering for reachable, exploitable risks. It delivers 97 % true positives, cuts false positives 90%, and auto‑generates unit‑tested fixes, cutting remediation time 80 %.

Aporia is an AI control platform at aporia.com that guarantees Gen AI integrity through policy enforcement, data protection, and compliance enhancement. It provides advanced features like off-topic detection, profanity prevention, and data leakage prevention for secure and reliable AI interactions.

Middleware.io is an AI-driven cloud observability platform designed for middleware businesses. It provides real-time monitoring of infrastructure, applications, logs, errors, and performance, enabling swift issue resolution and cost-effective observability optimization.

Fiddler AI is an observability platform for monitoring AI models, focusing on performance assessment, anomaly detection, and explainable AI. It supports responsible AI practices across sectors like healthcare and finance while integrating with various MLOps tools.

Hawke AI aggregates campaign data into real‑time dashboards, tracks KPIs across accounts, alerts anomalies, offers AI‑driven budget recommendations, forecasting, segmentation, and benchmark comparisons, with customizable reports and controlled sharing for collaborative optimization.

Future AGI is a developer‑first platform for LLM observability and evaluation across text, image, audio, and video. It provides synthetic dataset generation, no‑code experiment tracking, built‑in metrics, real‑time production monitoring, safety checks, and automated prompt refinement for continuous

AI-Flow is a no‑code platform enabling creators to build and run AI workflows via drag‑and‑drop, integrating models from OpenAI, StabilityAI, Anthropic, and Replicate for batch image, video, and content summarization.

Applitools automates visual, functional, and API testing for web, mobile, and PDF interfaces, using AI to compare screenshots, filter dynamic content, and generate autonomous tests via recording and natural‑language authoring, with CI/CD integration and built‑in accessibility compliance.

Seeko offers full‑cycle AI integration for mid‑market teams: an audit identifies high‑leverage automation, a sprint‑based program delivers production‑ready AI on the Clutch platform, and managed operations ensure ongoing optimization and compliance.

RAISE Pathways maps 1,100 controls to 17 standards (ISO, NIST, OWASP, FinOps, TBM) for AI risk assessment, compliance, and lifecycle governance. It delivers metrics on risk, cost, carbon, and integrates with existing workflows.

Langtrace is an open‑source observability platform that traces AI agent interactions, collects metrics such as token usage, cost, latency, and accuracy, and supports OTEL, major frameworks, and LLM providers. It offers on‑prem deployment, SOC 2 Type II compliance, and fine‑grained access control.

Oi is a platform that creates a unified ‘shared brain’ for organizations, connecting all AI tools like ChatGPT through MCP to share contexts, workflows, and guardrails, boosting efficiency and adoption.

Atlas Cloud AI is a full-modal AI platform offering unified API access for generating text-to-image, text-to-video, image-to-video, and audio content through a single integration. It provides developers with a model catalog, reference-based editing, and production-ready outputs including 4K resoluti

Halo is an open‑source AR glasses platform with OLED display, bone‑conduction audio, and on‑device AI powered by Alif B1 Cortex‑M55, enabling real‑time multimodal conversations, context capture, and cross‑platform app development via Lua on ZephyrOS.

AI-driven IoT device management platform that automates discovery, inventory and secure onboarding, offers real-time monitoring, visual analytics, ML-based anomaly detection and predictive maintenance, role-based security, APIs for integrations, mobile/web access, alerts and exportable reports.

Opper is a unified AI gateway and agent control plane that routes requests across 200+ models and modalities, offering centralized model routing, automated fallbacks, budget caps, LLM observability, a multi-provider testing playground, OpenAI-compatible SDK, and enterprise privacy/compliance control

QA.tech automates end‑to‑end tests across web, mobile, and APIs with AI agents that simulate real users, reducing flakiness, delivering instant CI/CD feedback, logging detailed failures, and automatically updating test cases without infrastructure setup.

Writesonic AI Visibility tracks brand rankings across ChatGPT, Gemini, Perplexity, and 10+ AI platforms, delivering scores, sentiment, and citation data. Its action center recommends outreach, SEO fixes, and AI‑optimized content, while 120M conversation insights guide topic selection.

Aura monitors identity data and delivers real‑time alerts for credit activity, phishing, and account takeovers. It offers continuous credit monitoring across all major bureaus, instant credit lock, dark‑web scanning, VPN, antivirus, password management, device lockbox, and family parental controls.

Respan offers AI observability by tracing prompts, tool calls, and responses, enabling end‑to‑end debugging, evaluation with human, code, and LLM reviews, and real‑time monitoring for quality, cost, and compliance, and deployment orchestration across multiple cloud providers.

AI agents scan 300,000+ sources—including dark‑web forums and new domains—to deliver real‑time OSINT alerts with context on threat actors, intent, and campaigns. Customizable workflows target phishing, insider risk, or credential leaks, enabling rapid response and fraud reduction.

auriko.ai is a cache-aware LLM inference platform that optimizes cost and latency by routing requests across multiple providers based on real-time pricing and prompt-caching behavior. It offers a unified, OpenAI-compatible API with global edge routing, automatic failover, and seamless integration wi

OiiOii.ai is an AI animation agent team offering end-to-end production with role-based workflows (Art Director, Scene Designer, Scriptwriter, etc.), drag-and-drop references, chat refinement, one-click short-form rendering, multi-style character/IP creation, asset tracking and export-ready files.

Profound is a full‑stack AI marketing platform that tracks brand visibility in AI search, analyzes user queries, and automates SEO, content, PR, and demand‑generation tasks. It offers dashboards, AI‑assistant integrations, and an API for custom extensions.

8080.ai is an AI development platform for building, orchestrating, and scaling multi-agent workflows that automate project planning, task decomposition, and sprint tracking. It provides a production-ready microservices architecture with Kubernetes deployment, a browser-based VS Code editor, and fron

Lightchain AI is a blockchain ecosystem that integrates AI into decentralized applications using a Proof of Intelligence (POI) consensus. It features an AIVM for AI task execution and tools like a blockchain explorer for transparent, auditable AI operations.

Iris.ai unifies enterprise data into secure AI agents, enabling retrieval‑augmented generation workflows. It ingests millions of documents, supplies evaluated answers, and offers real‑time dashboards for governance, cost‑efficient LLM deployment across regulated industries.

Clarity AI delivers AI‑powered ESG, climate, and regulatory intelligence, aggregating verified data from 98k issuers and millions of companies. Its modular, API‑ready components support risk management, impact investing, portfolio analysis, and compliance reporting with real‑time analytics.

accessiBe automates WCAG 2.2 AA compliance by scanning sites and applying fixes for screen readers and keyboard navigation. It offers audits, user testing, custom code, CMS widgets, and documentation for ADA and other legal standards.

Arobis AI Visibility Checker is a domain analysis tool that detects how well websites are indexed and cited across major AI search platforms like ChatGPT, Gemini, Claude, and Perplexity. It generates an AI visibility score and a diagnostic report highlighting strengths, gaps, and prioritized fixes f