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10 best AI Monitor tools recommended

Portkey
Portkey

3-line AI gateway with guardrails and observability; make agents prod-ready.

5
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What is Portkey AI

Portkey AI is a platform that helps teams observe, govern, and optimize LLM-powered applications across the organization with just a few lines of code. With an AI Gateway, prompt management, guardrails, and an observability suite, it centralizes how you build and run chatbots, RAG systems, and autonomous agents. Portkey integrates with frameworks like LangChain, CrewAI, and AutoGen to make agent workflows production-ready, and includes an MCP client so agents can safely access real-world tools. The result is more reliable, cost-efficient, and faster AI experiences at scale.

Main Features of Portkey AI

  • AI Gateway: Provider-agnostic routing across major LLMs, with retries, timeouts, rate limits, and intelligent fallback to improve reliability and control costs.
  • Observability Suite: End-to-end traces, logs, and metrics for prompts, tokens, latency, and errors to diagnose drift and optimize performance.
  • Prompt Management: Centralized prompt templates, versioning, variables, and A/B testing to iterate safely without code redeploys.
  • Guardrails & Policy: Content moderation, schema validation, PII masking/redaction, and approval workflows to meet governance requirements.
  • Caching & Cost Control: Response caching, deduplication, and quotas to cut token spend and stabilize latency.
  • Agent Framework Integrations: Native SDKs and bindings for LangChain, CrewAI, AutoGen, and other major agent frameworks.
  • MCP Client & Tools: Build agents that can safely call real-world tools and APIs via the Model Context Protocol.
  • Access & Security: Role-based access, API key management, and org-wide policies for consistent governance.
Vectra
Vectra

AI-driven NDR unifies network, identity, cloud to speed response.

5
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What is Vectra AI

Vectra AI is an enterprise Network Detection and Response (NDR) platform that turns network, identity, and cloud activity into prioritized attack signals. Using Attack Signal Intelligence, it correlates behaviors such as lateral movement, privilege misuse, command-and-control, and data exfiltration to expose active threats across hybrid and multi-cloud environments. By highlighting what matters and suppressing noise, Vectra AI helps security teams triage faster, investigate with rich context, and automate response through existing SIEM, SOAR, and EDR tools.

Main Features of Vectra AI

  • Attack Signal Intelligence: AI-driven analytics that convert raw telemetry into high-fidelity detections and risk-based prioritization.
  • Network Detection and Response: Always-on monitoring for C2, reconnaissance, lateral movement, and data exfiltration—even in encrypted traffic using metadata analysis.
  • Identity Threat Detection: Visibility into account misuse and privilege escalation across Active Directory and cloud identity providers.
  • Cloud and SaaS Coverage: Detection for control-plane abuse and suspicious activities in AWS, Azure, Google Cloud, and Microsoft 365.
  • Automatic Correlation: Connects signals across network, identity, and cloud to build attack stories and reduce alert fatigue.
  • MITRE ATT&CK Mapping: Aligns detections to tactics and techniques for consistent investigation and reporting.
  • Response Integrations: Orchestrates containment via SIEM, SOAR, EDR, firewalls, and identity platforms.
  • Hybrid and Data Center Visibility: Sensors and integrations provide coverage for campus, data center, and remote users.
  • Noise Reduction: Streamlined detections and scoring help analysts focus on the highest-impact threats.
  • Flexible Deployment: Supports on‑prem appliances, virtual sensors, and API-based cloud connections.
Helicone
Helicone

Open-source LLM observability: monitor, debug, trace, cost, 1-line setup.

5
Website Free Freemium Free trial Paid Contact for pricing
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What is Helicone AI

Helicone AI is an open-source LLM observability platform for monitoring, debugging, and improving production AI applications. With a simple one-line integration, it captures structured telemetry for prompts, responses, tokens, latency, errors, and costs. Teams get centralized dashboards, agent tracing, and prompt management to analyze behavior, reduce spend, and increase reliability. By turning raw LLM requests into actionable insights, Helicone helps developers ship features faster and maintain confidence in complex, agentic workflows at scale.

Main Features of Helicone AI

  • One-line integration: Add a proxy or SDK to start logging requests without major code changes.
  • Comprehensive monitoring: Track latency, error rates, throughput, and performance across models and routes.
  • Cost and token analytics: Measure usage and costs per model, user, or endpoint to control budgets.
  • Agent tracing: Visualize multi-step chains and agent spans to debug complex reasoning paths.
  • Prompt management: Version, compare, and refine prompts with context-rich request histories.
  • Searchable logs and filters: Quickly find problematic requests by tag, user, time window, or status.
  • Privacy controls: Redact sensitive fields and manage data retention to meet compliance needs.
  • Dashboards and alerts: Observe health at a glance and set alerts for anomalies or spend thresholds.
  • Provider-agnostic: Works across popular LLM providers and model hosts to avoid lock-in.
  • Data export: Export observability data for deeper analysis in your BI or data warehouse.
Diib
Diib

AI SEO growth plan with GA sync, site audits, ranks, and monitors.

5
Website Freemium
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What is Diib AI

Diib AI is an SEO and traffic checker that turns your analytics and site data into an actionable growth plan. By syncing with Google Analytics and scanning your website, it uses algorithms and AI to surface opportunities across technical SEO, content, site speed, security, and user experience. Diib AI tracks keyword rankings, highlights SEO gaps, benchmarks competitors, and monitors performance with alerts and a daily health score. Its core value is simplifying optimization so you can prioritize tasks that drive measurable organic growth.

Diib AI Main Features

  • Google Analytics integration: Connects to your analytics to translate data into prioritized actions.
  • Website scanning: Audits SEO, performance, security, and UX issues with clear recommendations.
  • Keyword rankings: Monitors rankings and visibility to track progress over time.
  • SEO gap analysis: Identifies missing keywords, content gaps, and on-page improvements.
  • Competitor benchmarking: Compares performance and keywords to close competitive gaps.
  • Social network optimization: Reviews social profiles and engagement signals that impact visibility.
  • Website monitoring: Ongoing checks with alerts for significant changes or errors.
  • Daily health score: A simple metric to gauge overall site health and momentum.
  • Actionable growth plan: Step-by-step tasks prioritized by impact and effort.
  • Speed and security insights: Highlights issues affecting Core Web Vitals and site trust.
Arize
Arize

Arize AI unifies LLM observability and agent evals from dev to prod.

5
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What is Arize AI

Arize AI is a unified platform for LLM observability and agent evaluation that connects development with production to help teams ship reliable AI applications faster. It offers tools for Generative AI, traditional ML, and Computer Vision—spanning tracing, evaluations, drift and data quality monitoring, and root-cause analysis. With Arize AX, teams iterate using real production data, align production observability with trusted evaluations, and close the loop from prompts and agents to outcomes. An open-source stack for LLM tracing & evals complements the managed platform.

Arize AI Main Features

  • LLM Observability: Centralize traces, prompts, responses, tokens, and latencies to diagnose issues across chat, RAG, and agent workflows.
  • Agent Evaluation: Define task-specific evals to score tool use, planning, correctness, and safety; compare agents across versions.
  • Open-Source Tracing & Evals: Instrument apps with an open-source library to capture spans and run offline/online evaluations.
  • Production Monitoring: Track quality, response rates, failures, and user feedback with alerts for regressions in real time.
  • Drift & Data Quality: Detect schema issues, missing values, feature drift, and embedding drift for ML and CV pipelines.
  • Embedding Analytics: Explore vector spaces, cluster behaviors, and identify problematic cohorts driving errors or hallucinations.
  • Cohort & RCA: Slice by user, geography, prompt pattern, or model version to pinpoint root causes of degradation.
  • Evaluation Workflows: Combine automatic metrics with human review, rubric-based scoring, and golden datasets.
  • Versioning & Comparison: A/B compare prompts, models, guards, and agents; quantify trade-offs before rollout.
  • Integrations: Connect to common LLM providers, vector databases, data warehouses, and CI/CD for continuous delivery.
OctoEverywhere
OctoEverywhere

Remote OctoPrint/Klipper/Bambu access with AI fail alerts, live.

5
Website Freemium
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What is OctoEverywhere AI

OctoEverywhere AI is a cloud platform for the 3D printing community that provides secure, private, and unlimited remote access to OctoPrint, Klipper, and Bambu Lab printers. It unifies monitoring and control with AI failure detection, real-time notifications, live webcam streaming, and convenient remote apps on any device. By reducing failed prints, shortening response times, and making printers reachable from anywhere without port forwarding, the service helps hobbyists, educators, and professionals run reliable, efficient print farms with minimal setup.

OctoEverywhere AI Main Features

  • Remote access for OctoPrint, Klipper, and Bambu Lab: Securely control printers, view temperatures, send G-code, and manage jobs from anywhere.
  • AI failure detection: Computer vision watches your prints to detect spaghetti, layer shifts, or detachment and alerts you early to reduce waste.
  • Live webcam streaming: Low-latency, high-availability video to check first layers, adhesion, and progress on desktop or mobile.
  • Real-time notifications: Receive alerts for failures, job start/finish, and status via email, push, or chat integrations.
  • Remote apps and dashboards: Printer-centric views, queues, and controls optimized for phones, tablets, and browsers.
  • Multi-printer management: Monitor multiple machines simultaneously, ideal for print farms and makerspaces.
  • Privacy and security: Encrypted connections with no router port forwarding, reducing exposure and setup complexity.
  • File and job management: Upload G-code, start/stop/pause prints, and access time estimates remotely.
Mobicip
Mobicip

All-in-one parental control for screen time, app/web blocking, and location.

5
Website Freemium Free trial
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What is Mobicip AI

Mobicip AI is a cross-platform parental control app that helps busy families manage screen time, online safety, and device use across iOS, Android, Kindle, Windows, Mac, and Chromebook. It combines smart content filtering, app and website blocking, social media monitoring, and family location tracking to promote healthier digital habits. Parents get intuitive schedules, rules, and activity summaries in one dashboard, making it simple to set boundaries, guide responsible internet usage, and stay informed without constant manual oversight.

Mobicip AI Main Features

  • Screen time scheduling: Build daily or weekly routines to limit device usage during school, homework, meals, and bedtime.
  • App blocking and limits: Allow or block specific apps, or cap usage to reduce distractions and support focus.
  • Website blocking and content filtering: Filter sites by category and set custom allow/deny lists to keep browsing age-appropriate.
  • Social media monitoring: Track social media usage and receive insights where supported, helping parents spot risky patterns.
  • Family location tracking: View a child’s last known location to coordinate pickups and ensure safety.
  • Activity summaries and reports: See device time, top apps, and browsing highlights for data-driven guidance.
  • Cross-platform coverage: Manage iOS, Android, Kindle, Windows, Mac, and Chromebook from a unified parent dashboard.
  • Custom rules and alerts: Set exceptions, time allowances, and notifications tailored to each child.
netradyne
netradyne

Netradyne AI dash cams boost fleet safety, compliance, real-time alerts.

5
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What is netradyne AI

netradyne AI powers the Driver•i AI Fleet Camera System, designed to elevate fleet safety, reduce incidents, and improve regulatory compliance for commercial vehicles. By combining AI fleet dash cams with video telematics, it turns road and traffic data into actionable visibility. The system detects risky behaviors like distracted driving and unsafe following distance, flags violations and road events, and delivers real-time in-cab audio alerts so drivers can self-correct proactively. Fleet managers gain performance dashboards, coaching tools, and trend insights to optimize driving behavior and operations.

netradyne AI Main Features

  • AI risk detection: Identifies distracted driving, tailgating, lane discipline issues, and other high-risk behaviors from road and cabin context.
  • Real-time audio alerts: Delivers in-cab prompts that help drivers correct behavior before an incident occurs.
  • Compliance and scoring: Tracks compliance metrics and driver scores to benchmark performance and guide improvement.
  • Event video capture: Records and classifies significant road events and violations for secure review and coaching.
  • Coaching workflows: Provides tools to annotate clips, assign training, and document corrective actions.
  • Analytics and trends: Surfaces fleet-wide insights, safety KPIs, and patterns to target high-impact interventions.
  • Configurable policies: Adjustable alert thresholds and detection profiles to match fleet safety standards.
  • Operational visibility: Consolidated dashboards for vehicles, routes, and drivers to monitor risk in near real time.
Gamma AI
Gamma AI

Gamma AI: cloud DLP for SaaS with ML profiles and training; Next‑Gen CASB.

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What is Gamma AI

Gamma AI (formerly Gamma.AI, now part of Palo Alto Networks Next-Gen CASB) is an AI-powered cloud DLP and security awareness platform designed for modern collaboration environments. It connects to cloud applications in a few clicks to discover and protect sensitive data, using out-of-the-box, ML-driven classification profiles to detect PII, financial, health, and intellectual property data with high accuracy. Its event-driven training notifies employees when security mistakes occur, turning incidents into timely coaching. By unifying data loss prevention, policy enforcement, and user education, it helps reduce risk and support compliance.

Gamma AI Key Features

  • AI-powered cloud DLP: Classifies and detects sensitive data across cloud collaboration tools, storage, and productivity suites.
  • Out-of-the-box ML profiles: Prebuilt data classification for PII, PCI, HIPAA/PHI, IP, and custom patterns accelerates rollout and accuracy.
  • One-click SaaS connectivity: Rapidly connects to popular cloud services for unified visibility and control.
  • Event-driven security awareness: Contextual, just-in-time coaching when users make security mistakes to reinforce safer behavior.
  • Automated policies and remediation: Detects exposure, applies policies, quarantines files, and alerts the right teams.
  • Continuous monitoring: Always-on detection of risky sharing, oversharing, misconfigurations, and anomalous activity.
  • Compliance support: Helps enforce data handling standards for regulations and internal governance.
  • Integration with Next-Gen CASB: Benefits from Palo Alto Networks’ cloud access security broker capabilities for broader coverage.
Aura
Aura

AI-powered family safety: identity, credit, VPN, alerts, insurance.

5
Website Free trial Paid
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What is Aura AI

Aura AI is an intelligent digital safety platform that helps individuals and families prevent identity theft, scams, and everyday cyber threats. By unifying identity theft protection, credit monitoring, VPN, antivirus, a password manager, and parental controls, it delivers always-on, all-in-one protection. Its AI monitors for risky activity, exposed data, and account anomalies across the web, then issues actionable alerts and step-by-step guidance to reduce risk. Aura also includes expert support and identity theft insurance for eligible losses, helping users respond quickly and stay safer across their devices and online accounts.

Aura AI Key Features

  • Identity theft protection: Monitors for exposed personal information, suspicious account activity, and potential fraud, guiding users to secure compromised data.
  • Credit monitoring: Tracks changes to credit files and new account openings, with timely alerts to detect unauthorized activity.
  • AI risk detection: Uses machine learning to surface anomalies, phishing risks, and scam indicators, prioritizing the most urgent threats.
  • Secure VPN: Encrypts internet traffic on public and private networks to reduce exposure to snooping and man-in-the-middle attacks.
  • Antivirus and device protection: Helps block malware, ransomware, and unsafe downloads across supported devices.
  • Password manager: Generates and stores strong, unique passwords with secure autofill and breach alerts.
  • Parental controls: Supports safe browsing for kids with content filters, screen time tools, and activity insights.
  • Fraud resolution and guidance: Provides step-by-step remediation, including help with disputes and account recovery.
  • Identity theft insurance: Covers eligible losses, adding financial protection alongside prevention.
  • Privacy and account protection: Tools to reduce data-broker exposure and harden logins with security recommendations.

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