AI Agents Marketplace

What is Mujin? Mujin develops what it calls the world's only universal intelligent robot controller for logistics and manufacturing automation. Its goal is to remove the barriers to industrial robot adoption using physical AI. Key capabilities of Mujin MujinOS: Digital twin platform for real-time autonomous control Depalletizer and palletizer: Logistics robots for pallet handling Piece picker: Robotic item picking Single-SKU palletizer: Pallet building for single products 3D robot picking: Manufacturing picking applications Mobile robots: AGV and pallet shuttle How Mujin works MujinOS acts as a controller that models the work cell as a digital twin and drives robots autonomously in real time. The same controller supports different robot hardware and tasks. The site does not detail the AI mechanisms. Who uses Mujin? Logistics providers and manufacturers. Case studies include Toyota Boshoku, SUBARU, Fancl and JD.com, with 30+ case studies shown. Mujin pricing Mujin does not publish pricing. Systems are project-based. Mujin alternatives Alternatives include Dexterity for AI logistics robots, Plus One Robotics for robotic picking, and Covariant-style piece picking from Ambi Robotics.

What is LookX AI? LookX AI is an AI platform for architects and interior designers that turns sketches and text prompts into renderings, videos and design variations. Its models are specialized for architecture rather than general images. Key capabilities of LookX AI RealTime rendering: Convert text or sketches into renderings. Video generation: Create animations from images or text. Custom model training: Upload reference images to train a style. SketchUp and Rhino plugins: Render directly from your modeling software. Style Adapter: Apply the look of a reference image. Upscale Image: HD editing and enhancement. How LookX AI works You upload a sketch, a model export or a text prompt, and LookX renders it using models tuned for architecture. A Prompt Assistant expands short prompts into detailed descriptions, a Vocab Template supplies architectural terminology, and Style Adapter or custom-trained models steer the look. The community gallery lets you duplicate a design in one click. Who uses LookX AI? Architects, interior designers and landscape visualizers who want fast concept renders from sketches and 3D models. LookX AI pricing There is a free plan, and the vendor shows a Get started for free call to action. Third-party reviews cite 100 free X-points, a paid plan near $20 per month or $199 per year, and a team plan near $269 per month; the vendor page did not list prices. LookX AI alternatives Related tools include Collov AI, Hypar, Swapp, Khroma and Visily, covering interior staging, building design and design assistance.

What is Spot AI? Spot AI is an AI camera platform that turns existing IP cameras into agents that monitor, analyze and respond to events in real time across security, operations and safety. It is camera agnostic, so no replacement is required. The vendor reports more than 1,000 customers. Key capabilities of Spot AI AI Security Guard: detects suspicious activity and alerts teams AI Operations Assistant: surfaces operational risks, bottlenecks and trends Iris: conversational agent for asking plain-language questions about footage 24/7 monitoring: surfaces only critical moments Automated responses: triggers alerts, talk-downs and scorecards Camera compatibility: works with existing IP cameras How Spot AI works The system continuously streams video, applies AI reasoning against rules and standard operating procedures you define, and then executes responses such as alerts or talk-downs. You can also ask Iris questions about footage in plain language. Teams set the rules, and critical events are surfaced for people to review. Who uses Spot AI? The vendor serves retail, manufacturing, construction, car washes, healthcare and education. It cites SOC 2 Type II and NDAA compliance, and reports processing twice as much video as YouTube. Spot AI pricing Pricing is not published. Third-party sources cite roughly $99 to $108 per camera per month and a starting point near $2,199 per location, depending on cameras, storage and contract length, so confirm with the vendor. Spot AI alternatives Spot AI is compared with Actuate, Matroid, Chooch and Viso Suite, which provide video analytics models and tools. Verkada and Rhombus are camera-and-cloud platforms that also compete for the same buyers.

What is alby? alby is a unified AI agent for ecommerce brands that handles both sales and support. It guides shoppers through discovery, comparison and checkout, then answers post-order questions. Bluecore acquired alby, and Insider One acquired Bluecore in May 2026. Key capabilities of alby Product discovery: research guidance and instant comparisons with recommendations Order support: tracking, returns and exchanges Policy answers: FAQs on warranty, sizing and store policies Escalation: real-time handoff for complex requests Guardrails: customizable controls to prevent hallucinations Auditing and voice: conversation auditing and brand voice control How alby works alby sits on a retailer's store, starting with Shopify, answers shopper questions from catalog and policy content, recommends products, and manages post-order requests. Brands can audit conversations, set guardrails and escalate to staff when a request is complex. Who uses alby? Ecommerce and retail brands. Customers named on its site include evo, Denali Electronics, PlushBeds, Banana Republic, Living Spaces and DXL, with case studies reporting 2x conversion at evo. alby pricing alby does not publish pricing on its homepage, and plans are quoted by the vendor. alby alternatives Envive, Zipchat AI and Big Sur AI are ecommerce shopping assistants, Gorgias is an ecommerce helpdesk, and Shopify Sidekick is Shopify's built-in assistant.

What is Mindtrip? Mindtrip is an AI-powered personal travel assistant that learns how you like to travel and helps plan, book and explore trips. It builds itineraries on maps with reviews, and keeps flights, stays and restaurant reservations together in one place. Key capabilities of Mindtrip Conversational recommendations: suggests places based on preferences such as foodie spots that are kid-friendly Itinerary builder: creates trips with maps and reviews Booking: searches and reserves flights, stays and restaurants Watch alerts: price drops, flight changes and restaurant availability updates Group collaboration and chat: plans trips with travel companions Start Anywhere: turns a photo or PDF into an itinerary How Mindtrip works You describe a trip in chat and Mindtrip suggests places, which you save into an itinerary shown on a map. The assistant remembers your preferences over time. You can book directly or let it handle details, and custom agents watch for price drops, flight changes and restaurant openings. The vendor mentions airline and hotel connections for price tracking. Who uses Mindtrip? Leisure travelers, families and groups planning shared trips use it. Press mentions on the site include The New York Times, TechCrunch, Good Morning America, Bloomberg and CNET. Mindtrip pricing Mindtrip lists a Free plan at $0, and the vendor page does not show any paid tier. Booking costs are set by the airlines, hotels and restaurants you reserve with, not by Mindtrip subscription fees. Mindtrip alternatives Alternatives include Layla for AI trip planning chat, Wonderplan for quick itinerary generation, and Quicktext, Akia and HiJiffy, which serve hotels with guest messaging rather than travelers.

What is Iodine Software? Iodine Software is a clinical documentation integrity AI agent offering AI that finds documentation gaps and supports CDI, utilization management and denial defense. Founded in 2010 and based in Austin, Texas, USA, Iodine Software helps hospitals and health systems automate clinical documentation integrity work and get results faster. Key capabilities of Iodine Software CDI query prioritization Utilization management Denial prevention Clinical evidence extraction EHR integration Audit-ready documentation How Iodine Software works Iodine Software takes EHR data as input and produces insights and queries. It combines large language models with task-specific AI, with the vendor managing prompts, models and updates. It connects to tools such as Epic, Oracle Health (Cerner), Meditech and athenahealth, so the agent works inside existing workflows. Who uses Iodine Software? Iodine Software is built for hospitals and health systems. It suits teams that want CDI query prioritization and utilization management without adding headcount, while keeping people in control of review and final decisions. Iodine Software vs SmarterDx Iodine Software is often compared with SmarterDx. Iodine Software stands out for CDI query prioritization and denial prevention. The right choice depends on your workflow, integrations and budget, so compare both on a real task.

What is Stimuler? Stimuler is an English speaking coach AI agent offering an AI English speaking coach that gives detailed feedback on fluency, pronunciation and grammar. Based in India, Stimuler helps English learners and test takers automate English speaking coach work and get results faster. Key capabilities of Stimuler Fluency scoring Pronunciation analysis IELTS speaking prep Daily practice Voice conversation practice Grammar and pronunciation feedback How Stimuler works Stimuler takes voice as input and produces text and scores. It combines large language models with task-specific AI, with the vendor managing prompts, models and updates. It connects to tools such as iOS, Android, Web browsers and Microphone, so the agent works inside existing workflows. Who uses Stimuler? Stimuler is built for English learners and test takers. It suits teams that want fluency scoring and pronunciation analysis without adding headcount, while keeping people in control of review and final decisions. Stimuler vs ELSA Speak Stimuler is often compared with ELSA Speak. Stimuler stands out for fluency scoring and IELTS speaking prep. The right choice depends on your workflow, integrations and budget, so compare both on a real task.

What is Fireflies.ai? Fireflies.ai is an AI meeting assistant that records, transcribes and summarizes calls across Zoom, Google Meet, Microsoft Teams and 10+ other platforms. It adds a searchable call library, analytics and CRM and app integrations. Key capabilities of Fireflies.ai Meeting transcription: real-time transcription in 100+ languages AI summaries: automatic notes and action items Conversation analytics: meeting and conversation insights Searchable call library: search within meetings and across the workspace CRM auto-fill: updates CRM records Video recording: available on Pro and Business How Fireflies.ai works Fireflies joins calls on Zoom, Google Meet, Microsoft Teams and other platforms, records and transcribes them, then generates summaries and analytics. Transcripts become searchable across the workspace. According to third-party pricing guides, plans meter storage and AI credits rather than transcription minutes. Who uses Fireflies.ai? Sales, recruiting, customer success and operations teams use it. The vendor offers volume discounts for teams above 50 members and dedicated support on Enterprise. Fireflies.ai pricing The vendor page we read did not list prices. Third-party guides report Free at $0, Pro at $10 per user a month, Business $19 and Enterprise $39 billed annually, with monthly billing of about $18 for Pro and $29 for Business. Verify on the vendor site. Fireflies.ai alternatives Alternatives include tl;dv for meeting recording and clips, Jiminny for sales call coaching, Observe.AI for contact center analytics, Salesloft Conversations for revenue calls, and ExecVision for conversation intelligence.

What is Hamming AI? Hamming AI is a platform for testing, red-teaming and monitoring voice and chat agents before and after production launch. It generates scenarios from an agent's prompt and runs them at scale. Key capabilities of Hamming AI Automated testing: Auto-generates 1,000+ test scenarios from agent prompts Concurrent calls: Runs 50K+ concurrent test calls Red teaming: Tests prompt injection, jailbreaks, PII leakage and policy violations Production monitoring: 24/7 monitoring with drift detection and human alerts 65+ languages: Covers regional accents Regression tests: Turns production failures into permanent tests through CI/CD How Hamming AI works You connect an agent through Vapi, Retell, ElevenLabs or a direct API. Hamming auto-generates test scenarios and red-team probes, runs concurrent test calls, then monitors live traffic. Failures from production can become regression tests in CI/CD. The vendor reports 95 to 96 percent agreement with human evaluators. Who uses Hamming AI? Teams shipping voice and chat agents. Named customers include Luma Health, Netomi, Maven AGI and Ellipsis Health, and Hamming reports 10K+ agents monitored. Hamming AI pricing Hamming does not disclose pricing on its page and links to a demo or signup. It lists SOC 2 Type II certification and HIPAA compliance, with a BAA available. Hamming AI alternatives Alternatives include Cekura for voice and chat agent QA, Coval for simulation and evaluation, and Okareo for LLM testing.

What is Gemini for Google Workspace? Gemini for Google Workspace is Google's AI assistant built into Gmail, Docs, Meet and other Workspace apps. Gemini is now bundled into paid Workspace plans instead of being sold only as a separate add-on. Key capabilities of Gemini for Google Workspace Gemini in Gmail: AI assistant for email, included from Business Starter Gemini in Docs and Meet: Full assistance across Docs, Meet and more on Standard and above Gemini app: Access to Google's advanced models in the Gemini app Gemini Notebook: Included on Standard according to the plan page Enterprise-grade security: Stated on the Starter plan listing Expanded security and compliance: Additional controls on Enterprise How Gemini for Google Workspace works A user opens Gemini inside a Workspace app, asks for a draft, summary or answer, and Gemini responds using content the user has access to in that app. Google's plan page says Starter includes Gemini in Gmail with limited access, while Standard and Enterprise expand it to Docs, Meet and more plus the Gemini app. Who uses Gemini for Google Workspace? Organizations already on Google Workspace that want AI in daily email, documents and meetings without a separate product. Gemini for Google Workspace pricing The Google plan page shows INR pricing: Starter at 270 per user per month, Standard at 864 for the first 20 users for 12 months (list 1,080), and Enterprise custom, billed monthly. Third-party sources report USD rates on annual commitment of $7, $14 and $22 per user per month for Starter, Standard and Plus. Gemini for Google Workspace alternatives Alternatives include Microsoft 365 Copilot for Microsoft apps, Zoho Zia for Zoho users, and ChatGPT Enterprise for a standalone assistant.