The AI AtlasBeta

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Tooling Monitor

AI Tooling Monitor

Last scan Oct 19, 2026 · 72 found · 2 cataloged · next scan Monday 07:00 UTC

CategoryDeploymentMaturityPricing

54 cataloged products across 12 categories

Coding assistants and agents · 11

Open Agent Safety PlatformNVIDIAA security platform and reference system design to set safer boundaries for AI agent deployment.Big tech · Open source · On-prem · Free · first seen Oct 5, 2026secure runtime boundaryagent policy enforcementout-of-band watchdogagent quarantine in millisecondsagent action tracing

LangAlphaGinlix AIA specialized version of Claude Code tailored for financial market analysis and trading.Open source project · SaaS · VPC · Open source · Freemium · first seen Sep 28, 2026parallel research agentssec filing analysislive market dataoptions chainstreasury yield curve

Agent platforms and orchestration · 7

LangChainLangChainA general-purpose framework for building and orchestrating LLM applications and agents.Open source project · SaaS · Open source · first seen Sep 28, 2026agent orchestrationagent observabilityagent evaluationagent deploymentagent fleet management

LlamaIndexLlamaIndexA data indexing and retrieval framework primarily focused on RAG and connecting LLMs to custom data.Open source project · SaaS · API · Open source · VPC · Freemium · first seen Sep 28, 2026agentic document ocrschema-based extractiondocument indexing for ragchart and table extractionhandwritten text parsing

Enterprise search and knowledge assistants · 6

MovoHimovoA self-hosted enterprise Agent platform that harnesses DeepSeek models for knowledge retrieval, deep research, content generation, and browser automation with governance controls.Open source project · On-prem · Open source · Desktop · Freemium · first seen Oct 19, 2026agent platformdeepseek harness nativeprivate deploymentidentity and permissionsenterprise knowledge retrieval

MovohimovoA self-hosted enterprise Agent platform built on DeepSeek Harness, featuring knowledge management, deep research, content generation, and governance controls.Open source project · On-prem · Open source · Desktop · Free · first seen Oct 5, 2026enterprise knowledge searchmulti-round research with citationsdocument parsing pdf docx xlsxcontent and report generationpptx and spreadsheet deliverables

Model gateways and LLMOps · 5

PlanoKatanemoAn AI-native proxy server and data plane for agentic apps providing smart LLM routing, observability, agent orchestration, and guardrails.Open source project · On-prem · Open source · first seen Sep 28, 2026agent orchestrationmodel routingguardrail hooksjailbreak detectionagentic traces

Kong AI GatewayKongAn API gateway solution extended with AI-specific features for managing, securing, and observing LLM traffic.Open source project · SaaS · On-prem · Open source · API · first seen Sep 21, 2026llm governancepii sanitizationsemantic cachingsemantic routingload balancing

Evaluation and observability · 8

AgentOpsAgentOpsAn open-source observability framework for AI agents that tracks usage, costs, and performance metrics.Early stage startup · SaaS · On-prem · Freemium · first seen Oct 5, 2026agent tracingtime travel debuggingsession replaytoken trackingcost tracking

Arize AIArize AIAn AI observability and evaluation platform for monitoring and improving machine learning models.Open source project · SaaS · Open source · API · first seen Oct 5, 2026agent tracingonline evaluationsspan and session evalsprompt testingroot cause analysis

Guardrails, security, and governance · 3

DobermanDobermanCoreAn AI guard dog that sits at runtime to gate inputs, outputs, and tool calls, stopping unsafe or unintended actions before execution.Open source project · Open source · On-prem · Desktop · Free · first seen Oct 5, 2026runtime tool call gatingpass/auth/block verdictsmcp proxyhost hooksfail-closed enforcement

HoopHoopOpen-source runtime enforcement tool that masks sensitive data and blocks destructive commands from AI agents.Open source project · Open source · SaaS · Freemium · first seen Sep 28, 2026pii maskingdestructive command blockinghuman approval routingrisk scoring of actionssession replay log

Workflow automation and back office · 4

DifyLangGeniusA platform for building agentic workflows and RAG pipelines with rich AI model and tool support.Open source project · SaaS · VPC · On-prem · API · Open source · first seen Sep 18, 2026visual workflow builderagent builderrag knowledge pipelinesplugin marketplacemcp tool publishing

FloQastFloQastAn accounting workflow automation platform that provides AI-driven innovations for accountants.Scaleup · SaaS · Enterprise · first seen Sep 18, 2026global month-end closeautomated reconciliationsai transaction matchingjournal entry automationai journal entry review

Data, labeling, and synthetic data · 3

EncordEncordA computer vision data platform that provides annotation, management, and active learning capabilities.SaaS · API · VPC · Enterprise · first seen Sep 21, 2026multimodal annotationvideo annotationlidar annotationsensor fusion labelingembedding-based search

LabelboxLabelboxAn enterprise-grade data labeling and annotation platform for computer vision and NLP tasks.SaaS · API · Freemium · first seen Sep 21, 2026rl environmentsdata labelingsynthetic data generationmanaged agentsagent orchestration

Voice agents · 1

Gemini 3.8 LiveGoogleAn advanced live dialogue model combining conversational intelligence with fluid dialogue and visual grounding for scale and cost efficiency.Big tech · API · SaaS · first seen Sep 21, 2026real-time voice conversationvisual grounding97-language auto switchingbackground tool executionmulti-step reasoning

Meeting and productivity copilots · 1

MeetilyZackriya SolutionsA privacy-first, self-hosted AI meeting note taker with fast local transcription and summarization capabilities.Open source project · Open source · Desktop · On-prem · VPC · Freemium · first seen Sep 18, 2026local recording and transcriptionreal-time transcriptionspeaker diarizationai meeting summariesaction item extraction

Analytics and data copilots · 4

Microsoft FabricMicrosoftAn end-to-end analytics platform that integrates data engineering, data science, real-time analytics, and business intelligence with AI-powered features like Copilot and data agents.Big tech · SaaS · first seen Oct 19, 2026copilot ai assistanceunified data lake onelakepower bi visualizationsdata factory ingestionreal-time streaming intelligence

naogetnaoAn open-source analytics agent that creates context via CLI and deploys a chat interface.Open source project · Open source · On-prem · Free · first seen Oct 5, 2026natural language to insightschat data visualizationagent performance unit testingcontext versioningagent reliability visibility

Legal and compliance AI · 1

LegoraLegoraRebuilds legal research with comprehensive data, a full ontology of law, and an AI-native citator.SaaS · Desktop · first seen Sep 18, 2026agentic workflowslegal researchregulatory monitorsdocument reviewtabular review

NotteNottelabs

A cloud browser infrastructure and web automation platform designed specifically for AI and coding agents.

Early stage startup · SaaS · API · Open source · Usage based · first seen Sep 28, 2026

cloud browser sessionsbrowser agentsserverless browser functionscredential vaultsagent identities

DeepSeek ReasonixDeepSeek-native AI coding agent for your terminal engineered around prefix-cache stability.Open source project · Open source · Desktop · On-prem · Free · first seen Sep 18, 2026long-running autonomous agentper-tool-call permissionsworkspace sandboxper-turn checkpointsplan mode

HeadroomHeadroom LabsLibrary, proxy, and MCP server to compress tool outputs, logs, files, and RAG chunks before they reach the LLM.Open source project · Open source · API · On-prem · first seen Sep 18, 2026context compressiontool output compressionreversible compressioncache optimizationimage compression

Latitude LLMLatitudeOpen-source observability for AI agents to find failures, dispatch fixes, and verify against real traces.Open source project · SaaS · Open source · API · Freemium · first seen Sep 18, 2026agent observabilitytrace ingestionissue discoveryfailure clusteringcustom signals

Open Code ReviewAlibabaHybrid architecture code review tool combining deterministic pipelines with LLM agents for precise line-level comments.Open source project · Open source · API · Free · first seen Sep 18, 2026line-level review commentsbranch and diff reviewcommit reviewmulti-model supportcustom llm endpoints

OpenCursorPawan.KrdOpen-source Cursor-like AI coding agent for VS Code with agentic chat and multi-provider LLM support.Open source project · Desktop · Open source · Free · first seen Sep 18, 2026agent chat in vs code25 agent toolsinline edit reviewagent/ask/plan/debug modesapproval policies

OpenLITOpenLITOpen-source observability and evaluation platform for AI agents and coding agents using OpenTelemetry.Open source project · Open source · On-prem · SaaS · Free · first seen Sep 18, 2026llm tracingagent observabilitycoding agent spend trackingprompt versioningprompt hub

Pizza BotPizza Bot OSS (developed at Amazon)Self-hosted desktop app that runs AI agents in the background and exposes them through an email-like UI.Open source project · Open source · Desktop · Free · first seen Sep 18, 2026async agent inboxunread and action queueshuman-in-the-loop approvalscheckpointed resumable runscron and webhook triggers

Qwen CodeAlibabaOpen-source AI coding agent that lives in your terminal.Open source project · Open source · API · Desktop · Freemium · first seen Sep 18, 2026natural language codingbug debuggingcodebase navigationfile editingcommand execution

Cohere

Cohere

Provides enterprise-grade foundation models and an agentic AI platform for integrating trusted data with LLM applications.

SaaS · VPC · On-prem · API · Enterprise · first seen Sep 18, 2026

agentic enterprise platformgenerative language modelsintelligent searchspeech recognitionmachine translation

DynamiqDynamiqAn orchestration framework for building agentic AI and LLM applications with modular pipelines.Big tech · SaaS · VPC · On-prem · Freemium · first seen Sep 18, 2026agentic application builderconversational workflowsknowledge and ragmodel deploymentobservability

Gemini Enterprise for Financial ServicesGoogleAn agentic platform aimed at capital markets and corporate banking teams within the Gemini Enterprise suite.Big tech · SaaS · Per seat · first seen Sep 18, 2026data-grounded searchprebuilt agentsno-code agent builderworkflow automationagent governance

HaystackDeepsetAn open-source AI orchestration framework for building production-ready LLM applications with explicit control over retrieval, routing, memory, and generation.Open source project · Open source · SaaS · On-prem · Enterprise · first seen Sep 18, 2026agent orchestrationadvanced rag pipelinestool callingcontext engineeringmulti-agent systems

SarisSarisAn agentic workflow platform designed for banks and credit unions to accelerate regulatory filings and compliance processes.Early stage startup · SaaS · Enterprise · first seen Sep 18, 2026back-office workflow automationlending automationcompliance automationdocument intakedata validation

qKnowqiantongtechAn open-source agent platform for enterprise knowledge intelligence providing knowledge graphs, RAG, and bot building capabilities.Open source project · Open source · On-prem · Freemium · first seen Oct 5, 2026knowledge graphsrag question answeringbot buildingvisual workflow orchestrationentity and relation extraction

Nuwax Agent OSNuwax AIAn open-source enterprise-grade AI Agent Development and Operation Platform providing solutions for agent creation, knowledge management, and model proxying.Open source project · On-prem · Open source · Free · first seen Sep 28, 2026agent creation and distributionknowledge base managementmodel proxymemory systemplugin ecosystem

PipesHubPipesHubAn open-source platform for securely connecting enterprise knowledge to AI agents, enabling permission-aware search with verified citations.Open source project · Open source · VPC · On-prem · API · Free · first seen Sep 28, 2026permission-aware searchexplainable answers with citationsknowledge graph retrieval50+ enterprise connectorsno-code agent builder

PipesHubpipeshub-aiAn open-source platform for securely connecting enterprise knowledge to AI with permission-aware search.Open source project · SaaS · VPC · On-prem · Open source · first seen Sep 18, 2026permission-aware searchverified citationsknowledge graph retrievalconfidence scoringno-code agent builder

Portkey

Portkey AI

An AI gateway platform that manages API keys, offers observability, fallbacks, and prompt management across multiple LLM providers.

Growth stage startup · SaaS · API · VPC · first seen Sep 21, 2026

ai gatewayunified llm api accessreal-time observabilityguardrailsprompt management

TrueFoundry Enterprise AI GatewayTrueFoundryAn enterprise-grade control plane featuring an LLM, MCP, and Agent Gateway to securely connect, observe, and govern access to models and tools.SaaS · VPC · On-prem · Open source · Enterprise · first seen Sep 21, 2026llm gateway routingmcp gatewayagent gatewayprompt managementagent skills registry

GoModelEnterpilotAn AI gateway and control plane written in Go, serving as an alternative to LiteLLM with observability, guardrails, and intelligent routing.Open source project · Open source · On-prem · API · Freemium · first seen Sep 18, 2026provider routing across 31 providersvirtual model aliasesweighted load balancingcost-based routingautomatic failover

Arize AI

An open-source observability toolkit from Arize for debugging and analyzing LLM applications.

Open source project · Open source · SaaS · On-prem · Freemium · first seen Oct 5, 2026

agent tracingllm evaluationllm-as-judge annotationshuman review labelingexperiment benchmarking

BraintrustBraintrustAn end-to-end platform for evaluating and improving LLM applications with a focus on data quality and model performance.Growth stage startup · SaaS · VPC · first seen Oct 5, 2026agent trace observabilityllm and human evalsproduction log searchpattern discoveryfailure diagnosis

Fiddler AIFiddler LabsAn AI observability and governance platform for monitoring model performance, drift, and fairness in production.Growth stage startup · SaaS · VPC · On-prem · Freemium · first seen Oct 5, 2026agent monitoring and observabilitycontinuous evaluationsinline guardrails under 80mspii and phi redactionjailbreak and prompt injection blocking

Future AGIFuture AGIAn open-source, self-hostable end-to-end platform for evaluating, observing, simulating, and improving LLM and AI agent applications.Open source project · SaaS · API · Open source · VPC · Freemium · first seen Sep 18, 2026agent simulationssynthetic data generationdatasetsagent ideexperiments

LangfuseLangfuseAn open-source LLM engineering platform providing tracing, prompt management, and evaluation capabilities.Open source project · SaaS · VPC · On-prem · Open source · Freemium · first seen Sep 18, 2026llm tracingllm-as-a-judge evalshuman annotationprompt managementplayground model comparison

OpikComet MLAn open-source tool for debugging, evaluating, and monitoring LLM applications, RAG systems, and agentic workflows with tracing and dashboards.Open source project · SaaS · Open source · On-prem · Freemium · first seen Sep 18, 2026trace loggingllm-as-a-judge evaluationheuristic metricshallucination detectionprompt optimization

AktoAkto

An AI security platform that secures AI agents, MCPs, LLMs, and Gen AI apps.

Growth stage startup · SaaS · On-prem · Open source · first seen Sep 18, 2026

agentic ai discoverymcp catalogingautomated red teamingsecurity posture managementagent guardrails

PipelexPipelex

A declarative language for composable AI workflows serving as a devtool for agents and humans.

Early stage startup · SaaS · On-prem · API · Open source · Enterprise · first seen Sep 18, 2026

declarative ai methodstyped schemasdeterministic pipelinesdocument extractioncv screening

ZampZampAn AI agent platform for enterprise workflow automation that allows teams to build, deploy, and operate AI agents.Early stage startup · SaaS · first seen Sep 18, 2026autonomous process executioninvoice processingprocess learning from exampleshuman escalation and reviewcontinuous improvement from feedback

Scale AI

A platform for building and managing high-quality training data for AI models through human-in-the-loop labeling.

Incumbent · SaaS · Enterprise · first seen Sep 21, 2026

data enginedata labelingmodel trainingexpert contributor sourcingprivate benchmarks

GitHub Copilot Agent ModeMicrosoft

An agentic coding assistant integrated into SQL Server Management Studio that performs multi-step reasoning, analyzes execution plans, and generates DDL or refactors stored procedures.

Big tech · SaaS · Desktop · Freemium · first seen Sep 21, 2026

code completionai chat assistanceagent mode in editorcloud agents for autonomous tasksagent work tracking desktop app

Julius AIJuliusAn analytics copilot that enables users to perform data analysis, generate reports, and create visualizations through natural language interactions.Early stage startup · SaaS · first seen Sep 21, 2026chat with dataexcel analysisai website builderai presentationsimage generation

New this week · 2

This week's new-entrants report →

Microsoft Fabric

An end-to-end analytics platform that integrates data engineering, data science, real-time analytics, and business intelligence with AI-powered features like Copilot and data agents.

Big tech · first seen Oct 19, 2026

A self-hosted enterprise Agent platform that harnesses DeepSeek models for knowledge retrieval, deep research, content generation, and browser automation with governance controls.

Open source project · first seen Oct 19, 2026