Observability

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

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.

Latitude offers end‑to‑end observability for LLM deployments, recording inputs, outputs, and context. It enables manual annotations, automated error grouping, continuous evaluation, and prompt optimization with GEPA. OTEL telemetry and SDK integrations support major model providers.

Rankability is an AI‑powered SEO suite for agencies that unifies keyword research, content drafting, competitive optimization, performance reporting, and strategic guidance into a single workflow, supporting separate pipelines, knowledge bases, and dashboards for multiple clients.

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.

Findable is an SEO tool that improves website visibility across AI platforms. It offers content gap analysis, Google Search Console audits, and real-time insights, enabling users to optimize their strategies and enhance site performance effectively.

Spot is a virtual office platform that lets remote teams see real‑time presence, walk to colleagues, start or join meetings instantly, share screens and whiteboards, conduct polls, and collaborate securely with SSO integration.

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.

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.

Curiosity unifies enterprise data into a knowledge graph, enabling AI‑powered search and assistants across legacy and modern systems. It deploys on‑premises for GDPR compliance, offers fast hybrid search, and reduces response times and error rates.

Linque unifies IT, OT, and AI for real‑time data connectivity across legacy and modern systems. It offers VisionAI visual inspection, AI‑Enabled Verification, AI‑Ops predictive analytics, and AI‑Production dashboards, backed by consulting for seamless modernization.

QuickSEO consolidates Google Search Console metrics and AI chatbot visibility into one dashboard, tracking clicks, impressions, rankings, and AI appearance scores. It analyzes sentiment, detects competitor mentions, and offers data‑driven recommendations for content and keyword optimization.

Percept Insight is an analytics and engagement platform that provides in-depth user behavior insights, customizable reports, advanced segmentation, and funnel analysis to help businesses optimize marketing strategies and improve user retention.

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.

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.

Sense automates candidate outreach, scheduling, and real-time responses to cut time-to-hire by 55%, triple applicants for hard-to-fill roles, and improve interview show rates while integrating with ATS, calendars, and recruitment analytics.

Open Knowledge Maps is an AI search engine that visualizes scientific literature across disciplines, clustering related papers to reveal topic connections and trends. It supports varied document types, offers high‑quality metadata, multilingual browsing, and open‑source integration.

SherlockAI delivers real‑time consumer movement and behavior insights by aggregating millions of data points updated every minute. It offers block‑level global movement resolution, GDPR‑compliant privacy, and API access for actionable predictions.

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.

OpenLIT is an open‑source observability platform for large‑language‑model applications, offering distributed tracing, real‑time monitoring, model evaluation, prompt versioning, fleet telemetry, and a zero‑code Kubernetes operator to integrate with major LLM providers and vector databases.

Maxim is an AI evaluation observability platform that aids teams in optimizing product quality through systematic testing, prompt management, dataset curation, and real-time monitoring, all while ensuring secure collaboration and efficient development workflows.

Veezoo is a self-service analytics tool that provides instant insights through search, enables data democratization at scale, and allows users to easily tell stories from their data with one-click dashboards.

Everbility extracts and transcribes data from PDFs, images, notes, and audio, then uses AI templates for rapid, customizable documentation. It verifies content against peer‑reviewed sources, outputs Word or text files, and supports secure collaboration under HIPAA, GDPR, SOC 2.

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.

LLMOps Space is a global community for LLM practitioners, offering curated content, discussion forums, event recordings, and resources on production deployment, fine‑tuning, observability, and search optimization, plus networking via Discord and newsletters.

Helicone is an open-source platform for LLM observability, featuring logging, monitoring, and debugging tools. It supports high request processing, offers instant analytics, and enables integration with major AI services, while prioritizing security and community collaboration.

Oversight centralizes financial and compliance data, delivering continuous monitoring, fraud detection, and audit automation. Machine‑learning models achieve 95% risk‑detection and 99% duplicate‑payment prevention, integrating natively with ERP and spend‑management systems.

42Signals AI delivers real‑time e‑commerce intelligence, tracking product listings, pricing, and search performance across major marketplaces. It monitors unauthorized sellers, provides price alerts, and analyzes customer reviews to inform inventory and marketing decisions.

Tability connects OKRs, tasks, and workflow data, offering AI‑assisted goal editing, real‑time progress tracking, automated reporting, and live integrations with tools such as Zapier, Slack, Monday.com, and Notion, to streamline goal management.

Peek is a full‑stack leasing automation platform that shortens vacancy periods and speeds lease signings. It offers 3D tours with application buttons, AI chat assistants for lead qualification, real‑time renter analytics, and automated listing distribution.

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,

Clearscope is an AI‑enabled platform that helps teams research topics, draft content, and track visibility across Google and LLM chatbots, combining keyword strategy, AI writing support, and analytics to streamline the content lifecycle.

Signum.AI monitors brand visibility in AI search engines like ChatGPT, Perplexity, and Gemini, maps competitor presence, identifies citing sources, and highlights growth signals. It delivers actionable guidance for content, optimization, and promotion to boost AI share of voice.

gpt-oss playground provides open-weight demos of gpt-oss-120b and 20b for infrastructure testing, distributed and on-device inference, benchmarking, API integration, and reproducible research, with adjustable reasoning levels and visible-reasoning for diagnostics. Demo-only; validate outputs.

Dovetail's Customer Insights Hub helps product managers and researchers analyze customer feedback through real-time integration with apps like Slack. It offers a searchable repository and AI-driven analysis for qualitative data, enhancing collaboration and informed product decisions.

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.

Be My Eyes links blind and low‑vision users to volunteers worldwide via live video, offering instant visual help. Integrated AI provides automated image descriptions, supporting 180+ languages, smartglasses, and multi‑platform access for real‑time, free assistance.

Be Your Best tracks athlete vision and decision‑making by measuring scan rate during gameplay. It offers real‑time data, progress tracking, leaderboards, and analytics for coaches and analysts to enhance tactical flexibility and possession control.

AI‑powered failure detection for 3D printers, integrated with OctoPrint/OctoEverywhere. Real‑time vision identifies adhesion loss, layer defects, shell issues, extruder blobs, then pauses prints or sends alerts, learning printer‑specific nuances over time.

Otterly.ai is a brand monitoring tool that tracks performance across AI-driven search platforms. It provides insights on keywords, competitor analysis, and market trends, helping users optimize their visibility in an evolving digital landscape.

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.

OpenHouse.ai consolidates sales, marketing, and operations data into a real‑time analytics engine that detects shifts in traffic, buyer behavior, pricing pressure, and sales velocity at the community level, diagnosing drivers and prescribing targeted pricing, incentive, and operational actions.

Keebo is an AI-powered tool that enhances data storage and management through automated classification, seamless workflow integration, and real-time analysis, enabling efficient organization, collaboration, and informed decision-making for data-driven businesses.

VisibleThread automates RFP tasks: it generates compliance matrices, flags risky clauses, tracks document changes, and produces consistent content. Integrated with SharePoint and secure environments, it centralizes data and shortens proposal cycle time.

Hexowatch monitors visual, content, HTML, and code changes on any URL, alerts on keyword, tech stack, and script updates, and tracks availability, WHOIS, sitemaps, API responses, and backlinks. It archives snapshots for compliance and quick market response.

Spectate monitors websites, APIs, servers, and domains from worldwide locations, delivering instant alerts, AI root‑cause analysis, and automated status pages. It consolidates uptime, performance, and incident response into a single dashboard.

Typo offers real‑time visibility into development lifecycles, tracking DORA metrics, cycle time, sprint predictability, and productivity. AI code reviews reduce review time and bugs. Integrated natively with CI/CD and version control, it supports secure, enterprise‑scale, data‑driven insights.

Cheers AI Visibility Grader monitors a business’s presence across 50+ directories, review sites, and AI assistants, linking review data to employee and location performance. It assigns visibility scores, guides action, and updates within 30 days for multi‑location operators.

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.

Lebesgue centralizes eCommerce data from Shopify, WooCommerce, Meta, Google, TikTok, Klaviyo, Amazon, and GA4 into a unified dashboard. It offers first‑party attribution, C‑LTV modeling, product performance, competitive benchmarking, and AI‑guided budget recommendations.