48 Integrations with AWS AI Services
View a list of AWS AI Services integrations and software that integrates with AWS AI Services below. Compare the best AWS AI Services integrations as well as features, ratings, user reviews, and pricing of software that integrates with AWS AI Services. Here are the current AWS AI Services integrations in 2026:
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1
Pipefy
Pipefy
Pipefy is the AI-driven Business Orchestration and Automation Technologies (BOAT) platform that delivers enterprise results in days, not months. Designed as a secure orchestration layer, Pipefy bridges the gap between rigid legacy systems (ERPs/CRMs) and agile business needs. It allows IT teams to centralize disparate processes under a single control plane, eliminating Shadow IT through an Adaptive Governance framework. Key Capabilities: • Process Orchestration: Manage complex, non-linear workflows across departments without replacing core systems. • Enterprise iPaaS: Native connectors for the main systems of records to unify data silos. • Agentic AI: Deploy autonomous AI agents for document analysis and task execution using a BYOLLM (Bring Your Own LLM) engine. • Security: SOC2 Type II and ISO 27001 certified with granular RBAC. Empower your team to modernize operations and reduce the development backlog with Pipefy.Starting Price: $20 (per-user billing) -
2
Qloo
Qloo
Qloo is the “Cultural AI”, decoding and predicting consumer taste across the globe. A privacy-first API that predicts global consumer preferences and catalogs hundreds of millions of cultural entities. Through our API, we provide contextualized personalization and insights based on a deep understanding of consumer behavior and more than 575 million people, places, and things. Our technology empowers you to look beyond trends and uncover the connections behind people’s tastes in the world around them. Look up entities in our vast library spanning categories like brands, music, film, fashion, travel destinations, and notable people. Results are delivered within milliseconds and can be weighted by factors such as regionalization and real-time popularity. Used by companies who want to incorporate best-in-class data in their consumer experiences. Our flagship recommendation API delivers results based on demographics, preferences, cultural entities, metadata, and geolocational factors. -
3
Ango Hub
iMerit
Ango Hub is a quality-focused, enterprise-ready data annotation platform for AI teams, available on cloud and on-premise. It supports computer vision, medical imaging, NLP, audio, video, and 3D point cloud annotation, powering use cases from autonomous driving and robotics to healthcare AI. Built for AI fine-tuning, RLHF, LLM evaluation, and human-in-the-loop workflows, Ango Hub boosts throughput with automation, model-assisted pre-labeling, and customizable QA while maintaining accuracy. Features include centralized instructions, review pipelines, issue tracking, and consensus across up to 30 annotators. With nearly twenty labeling tools—such as rotated bounding boxes, label relations, nested conditional questions, and table-based labeling—it supports both simple and complex projects. It also enables annotation pipelines for chain-of-thought reasoning and next-gen LLM training and enterprise-grade security with HIPAA compliance, SOC 2 certification, and role-based access controls. -
4
Hostinger Horizons
Hostinger
Hostinger Horizons is the perfect vibe coding tool, letting you build websites and apps based on an idea or a feeling. Simply describe what you want, and our AI acts as your personal designer and developer, creating a complete, mobile friendly project instantly. Horizons is built to create real world applications. You can generate a full ecommerce store, a blog, or a custom business tool. The AI intelligently builds both the visual frontend and the functional backend, with support for essential integrations like Stripe for payments and Supabase for user accounts. Designed for creators, entrepreneurs, and developers who want results without complexity, our prompt based editor makes customization simple. As a Hostinger product, your project comes with built in hosting and easy one click deployment, giving you everything you need to bring your vision to life.Starting Price: $9.99/month -
5
CloudZero
CloudZero
CloudZero is the leader in proactive cloud cost efficiency. We enable engineers to build cost-efficient software without slowing down innovation. CloudZero's next-generation cloud cost optimization platform automates the collection, allocation, and analysis of cloud costs to uncover savings opportunities and improve unit economics. We are the only platform that enables companies to understand 100% of their operational cloud spend and take an engineering-led approach to optimizing that spend. CloudZero is used by industry leaders worldwide, such as Coinbase, Klaviyo, Miro, Nubank, and Rapid7. -
6
JOpt.TourOptimizer
DNA Evolutions GmbH
JOpt.TourOptimizer is an adaptable component to solve VRP, CVRP, and VRPTW class problems for any route optimization in logistics or similar fields. JOpt.TourOptimizer gives full access to modern optimization strategies and already includes many useful functions and algorithms to model various tour optimization problems. The JOpt.TourOptimizer library is easily integrated into any product. It can be customized to meet special requirements or adapt to the industries’ specific needs in which your software products are used. JOpt.TourOptimizer – enables you to enhance your product or project by seamlessly integrating DNA’s tour and resource optimization engine. It comes as a Java library or in Docker Container utilizing the Spring Framework and Swagger.Starting Price: €995 -
7
SocialEngine
Ahead WebSoft Technologies Pvt. Ltd.
SocialEngine, founded in 2007, is a product of Ahead WebSoft Technologies. It's a top-rated white-label CMS for building niche social networks. It offers full member control, including paid and free memberships, monetization tools, payment integration, and real-time chat with CircuitChat. Its ready-made script helps users launch platforms like dating sites, pet communities, or clones of Facebook, Twitter, or LinkedIn - no coding needed. Features include secure messaging, powerful plugins, privacy settings, and a user-friendly interface. iOS and Android apps come with all bundles, enabling mobile access. With scalable architecture and built-in monetization, SocialEngine lets you create and grow your own custom social platform with ease.Starting Price: $199.00 one-time fee -
8
Evoltsoft
Evoltsoft Technologies
Evoltsoft's EV Charging Management Platform is a cutting-edge solution designed to streamline and enhance the operation of electric vehicle charging stations. With a focus on user-friendly functionality and advanced features, our platform ensures a seamless experience for both operators and users. Key features include real-time monitoring of charging station occupancy, intuitive mobile apps for users, IoT-based parking sensors, license plate recognition, online reservation and booking tools, cashless payment methods, and customizable charging infrastructure for electric vehicles (EVs). The platform goes beyond basic functionalities, offering scalability and expansion options for businesses with electric vehicle fleets. Advanced features include usage tracking and reporting, billing and payment integration, integration with fleet management software, remote monitoring and management, and integration with energy management systems.Starting Price: Free -
9
LINXS Communications
LINXS Communications
LINXS Communications offers world class scalability. As your company grows so will your need for additional VoIP services. You let us do all the leg work, so you can focus on your business. With Cloud PBX business VoIP phones from Linxs Communications you can expect to see considerable savings on your phone bill while upgrading your business communications at the same time. LINXS Communications has the capability to allow you to make and receive calls from your mobile phone or a softphone straight from your desktop. Don't let hardware be a barrier to entry. Gigabit phones with high-definition (HD) audio and video gives outstanding clarity over the typical analog phone. 110+ unique feature rich options for you to pick from. We have what your business needs to succeed with plug and play VoIP phones. 24 x 7 x 365 Support located in the United States. Your calls or emails will get a response from the same support team every time.Starting Price: $19.95 -
10
Vitrify IVF Software
Vitrify IVF Software
Vitrify is a UK-based provider of advanced IVF clinic management software trusted by fertility centers worldwide. Their platform simplifies complex IVF workflows, from patient cycle tracking to lab management and cryopreservation. Featuring cloud-based infrastructure, real-time analytics, and enterprise-grade security, Vitrify ensures patient data is encrypted, access-controlled, and fully compliant. The software offers extensive customization to fit each clinic’s unique needs, with modules for appointment scheduling, pharmacy inventory, marketing, and reporting. AI-driven predictive analytics help clinics optimize treatments and improve success rates. Supported by over a decade of experience, Vitrify delivers seamless operations and outstanding customer support.Starting Price: $20 -
11
Amazon Web Services (AWS)
Amazon
Amazon Web Services (AWS) is the world’s most comprehensive cloud platform, trusted by millions of customers across industries. From startups to global enterprises and government agencies, AWS provides on-demand solutions for compute, storage, networking, AI, analytics, and more. The platform empowers organizations to innovate faster, reduce costs, and scale globally with unmatched flexibility and reliability. With services like Amazon EC2 for compute, Amazon S3 for storage, SageMaker for AI/ML, and CloudFront for content delivery, AWS covers nearly every business and technical need. Its global infrastructure spans 120 availability zones across 38 regions, ensuring resilience, compliance, and security. Backed by the largest community of customers, partners, and developers, AWS continues to lead the cloud industry in innovation and operational expertise. -
12
CaptainCasa Enterprise Client
CaptainCasa
Rapid development and cost-effective maintenance of web applications with server-side Java. The developer uses only this most widely used development language; no html, css or javascript knowledge is required for frontend programming. Unique clear separation of UI design and logical processing. Integration of Java business logic into the design through expression language and event control. Numerous and exceptional components serve a unique overall look; unlimited use of additional CSS or JavaScript on design side. Of course, the developed applications can also be hosted on Microsoft Azure or AWS (Amazon Web Services); the developed applications can also be used in-house with simple deployment. CaptainCasa Enterprise Client protects against hidden costs and provides long-term protection of your software development investment.Starting Price: Free -
13
Graphlogic GL Platform
Graphlogic
Graphlogic Conversational AI Platform consists on: Robotic Process Automation (RPA) and Conversational AI for enterprises, leveraging state-of-the-art Natural Language Understanding (NLU) technology to create advanced chatbots, voicebots, Automatic Speech Recognition (ASR), Text-to-Speech (TTS) solutions, and Retrieval Augmented Generation (RAG) pipelines with Large Language Models (LLMs). Key components: - Conversational AI Platform - Natural Language understanding - Retrieval augmented generation or RAG pipeline - Speech-to-Text Engine - Text-to-Speech Engine - Channels connectivity - API builder - Visual Flow Builder - Pro-active outreach conversations - Conversational Analytics - Deploy everywhere (SaaS / Private Cloud / On-Premises) - Single-tenancy / multi-tenancy - Multiple language AIStarting Price: $75/1250 MAU/month -
14
Ease Stream
Ease Stream
Live Video Streaming: EaseStream enables seamless live video streaming, providing a reliable and high-quality broadcasting experience for businesses to showcase their products to a global audience. Interactive Chat Integration: With EaseStream, you can integrate interactive chat features into your live commerce streams. This allows viewers to ask questions, provide feedback, and engage directly with the host or sales representatives, creating a more interactive and personalized shopping experience. Real-Time Product Demonstrations: At EaseStream you can showcase the features, functionality, and benefits of your products or services, providing a more engaging and immersive experience for viewers. In-Stream Purchasing: EaseStream supports in-stream purchasing capabilities, enabling viewers to make purchases directly within the live commerce stream. Multi-Platform Streaming: EaseStream allows you to simultaneously stream your live commerce broadcasts to multiple platforms.Starting Price: free -
15
Amazon Translate
Amazon
Amazon Translate is a neural machine translation service that provides fast, high-quality, accessible language translation. Neural machine translation is a way of automating translations between languages that uses deep learning models to deliver more natural and accurate translations than traditional statistical and rule-based translation algorithms. With Amazon Translate, you can localize content such as websites and applications for multiple users, translate large volumes of text for analysis with ease, and enable effective communication between users of different languages. Amazon Translate is a neural machine translation service. Translation engines are constantly getting better with new and expanded data sets to produce more accurate translations for a wide range of use cases. Amazon Translate removes the complexity of integrating real-time and batch translation capabilities into your applications with a simple API call.Starting Price: $ 15 per million characters -
16
Cogito
Cogito Tech LLC
Cogito Tech is a leading AI data solutions provider specializing in data labeling and annotation services. We deliver high-quality data for applications across computer vision, natural language processing (NLP), and content services. Our expertise extends to fine-tuning large language models (LLMs) through techniques like Reinforcement Learning from Human Feedback (RLHF), enabling rapid deployment and customization to meet business objectives. The company is headquartered in the United States and was featured in The Financial Times’ FT ranking: The Americas’ Fastest-Growing Companies 2025 and Everest Group’s report Data Annotation and Labeling (DAL) Solutions for AI/ML PEAK Matrix® Assessment 2024 Services offered by Cogito: • Image Annotation Service • AI-assisted Data Labeling Service • Medical Image Annotation • NLP & Audio Annotation Service • ADAS Annotation Services • Healthcare Training Data for AI • Audio & Video Transcription ServicesStarting Price: $25/Hour -
17
PromptX
VE3 Global
PromptX unifies your data across SharePoint, Google Drive, email, cloud, and legacy systems into a single Enterprise Knowledge System. With AI-Powered Search, users ask conversational questions and get context-aware, verifiable answers in seconds. Auto-ingestion, semantic tagging, smart entity recognition transforms unstructured files, emails, and URLs into Knowledge Cards. Adaptive prompts, split-chat pathways, collaborative workspaces, and agent automations streamline workflows. Deployed across any cloud or hybrid environment, PromptX integrates any LLM or external search engine, PromptX scales to any enterprise, all while providing granular permissions, SSO, audit trails, and built-in AI governance. -
18
Amazon Kendra
Amazon
Amazon Kendra is a highly accurate and easy to use enterprise search service that’s powered by machine learning. Kendra delivers powerful natural language search capabilities to your websites and applications so your end users can more easily find the information they need within the vast amount of content spread across your company. Use natural language questions instead of just simple keywords to get the answers you’re looking for, whether that is a precise answer, an FAQ, or an entire document. Say goodbye to sifting through long lists of links and hoping one has the information you need. Get rid of information silos. Kendra lets you easily add content from file systems, SharePoint, intranet sites, file sharing services, and more, into a centralized location so you can quickly search all of your information to find the best answer. Your results get better over time search, because Kendra’s machine learning algorithms learn which results your users find most valuable.Starting Price: $2.50 per hour -
19
CTM360
CTM360
CTM360 is a unified external security platform that integrates External Attack Surface Management, Digital Risk Protection, Cyber Threat Intelligence, Brand Protection & Anti-phishing, Surface, Deep & Dark Web Monitoring, Security Ratings, Third Party Risk Management and Unlimited Takedowns. Seamless and turn-key, CTM360 requires no configurations, installations or inputs from the end-user, with all data pre-populated and specific to your organization. All aspects are managed by CTM360. Register today to take advantage of our Community Edition option and explore a range of features and functionalities at NO cost.Starting Price: Register today to take advanta -
20
PricingHunter
PricingHunter
Created for small and medium sized retailers, PricingHunter’s easy and affordable competitor pricing data enables retailers to automate repetitive manual price checking, to maximise sales and margins. We make capturing your competitor’s pricing easy. There’s no obligation to commit to a lengthy contract, giving you the freedom to use PricingHunter for as long or as little as you need. 1) Retailers get up and running within 24-hours with our 30-day no-obligation, no-contract free trial before choosing to commit to their most suitable plan. 2) Our pricing plans are straightforward, transparent and free from hidden charges, with the flexibility to change plans to suit your monthly needs. 3) PricingHunter’s API is purpose-built to seamlessly integrate competitor pricing data directly into your tech stack. 4) Best value for money on the market: more SKUs monitored, better user experience. We know what you want and we can deliver it affordably, quickly and easily.Starting Price: $99 per month -
21
NextGenSwitch
Infosoftbd Solutions
NextGenSwitch is a programmable API-driven communication platform designed to revolutionize voice and message communication solutions for businesses of all sizes. This versatile platform integrates a comprehensive suite of communication tools, including PBX, Call Center, and Call Campaign solutions, into a unified and scalable platform. Designed to streamline operations and enhance customer engagement, NextGenSwitch offers seamless CRM integration for better data management and workflow efficiency. Additionally, it includes a Click-to-Call feature that simplifies outbound calling by allowing users to initiate calls directly from their CRM, website, or other digital platforms. Features: Call Routing & AI Based IVR Voicemail & Call Recording Extensions & Hotdesk Campaign and Survey Automatic Call Distribution (ACD) Real-Time Monitoring & Analytics AI Assistant integration Twilio alike APIStarting Price: Free -
22
Amazon Transcribe
Amazon
Amazon Transcribe makes it easy for developers to add speech to text capabilities to their applications. Audio data is virtually impossible for computers to search and analyze. Therefore, recorded speech needs to be converted to text before it can be used in applications. Historically, customers had to work with transcription providers that required them to sign expensive contracts and were hard to integrate into their technology stacks to accomplish this task. Many of these providers use outdated technology that does not adapt well to different scenarios, like low-fidelity phone audio common in contact centers, which results in poor accuracy. Amazon Transcribe uses a deep learning process called automatic speech recognition (ASR) to convert speech to text quickly and accurately. Amazon Transcribe can be used to transcribe customer service calls, automate subtitling, and generate metadata for media assets to create a fully searchable archive.Starting Price: $0.00013 -
23
Flywheel
Flywheel
Flywheel is the pioneering medical imaging data and AI platform powering healthcare innovation through streamlined data aggregation, curation and management. By leveraging cloud scalability and automating workflows, Flywheel helps organizations turn complex imaging data into analysis-ready datasets for accelerated research and AI development. Flywheel offers comprehensive solutions for pharma companies, providers, payors, system integrators, AI developers and academic medical centers. Leading scientists and researchers turn to Flywheel to accelerate their work and collaborate with ease. Our medical imaging AI platform streamlines the massive tasks of data discovery, aggregation, and curation; automates research workflows; and scales on demand. -
24
Wordspilot
Wordspilot
Wordspilot- Your Complete AI Tools include AI Copywriting Assistant, AI Voiceover, and AI Speech to Text. It can help writing assistants with text-to-image or Art generator tools for SEO content creators, Bloggers, Marketers, freelancers, and so on in 37 languages. It has included 45+ Prebuild templates for writing, with tools that simplify the process of creating, editing, and publishing articles, blog posts, ads, landing pages, eCommerce product descriptions, social media posts, and many more. AI Code feature is also available, users can generate code in any programming language with the help of the AI. Our interactive AI Chat system will allow your users to ask any questions and get any result they prefer, just like the ChatGPT platform. Users can also create a transcription of audio and video files with the Speech to Text feature via the OpenAi Whisper model. On top of the features above, your users can also generate AI Voiceovers with more than 540 Voices and 140 Languages.Starting Price: $10 per month -
25
ZenML
ZenML
Simplify your MLOps pipelines. Manage, deploy, and scale on any infrastructure with ZenML. ZenML is completely free and open-source. See the magic with just two simple commands. Set up ZenML in a matter of minutes, and start with all the tools you already use. ZenML standard interfaces ensure that your tools work together seamlessly. Gradually scale up your MLOps stack by switching out components whenever your training or deployment requirements change. Keep up with the latest changes in the MLOps world and easily integrate any new developments. Define simple and clear ML workflows without wasting time on boilerplate tooling or infrastructure code. Write portable ML code and switch from experimentation to production in seconds. Manage all your favorite MLOps tools in one place with ZenML's plug-and-play integrations. Prevent vendor lock-in by writing extensible, tooling-agnostic, and infrastructure-agnostic code.Starting Price: Free -
26
NoPorts
Atsign
NoPorts is a VPN alternative that allows people to establish an encrypted IP tunnel directly between devices, eliminating the need for exposed ports and creating a zero-trust environment. It provides true end-to-end encryption while empowering organizations to leverage the benefits of existing protocols like RDP, Citrix, and VPN while mitigating the inherent security risks associated with them.Starting Price: $4/month/user -
27
Hathr AI
Hathr AI
HIPAA-compliant AI Chat Tool, API, and Enterprise Solutions powered by Anthropic's Claude, Hathr AI empowers healthcare providers, insurers, and anyone who needs to deal with HIPAA Controlled Data to automate and streamline operations without compromising on data security. Hosted in AWS GovCloud's FedRAMP high environment and Hathr AI helps teams ensure that all data interactions remains confidential and protected against unauthorized access. It allows users to automate tasks such as patient note summarization, pre-authorization writing, and insurance claim submissions on a unified interface. Leveraging models, such as Claude 3.5 Sonnet, Hathr AI provides a private, HIPAA-compliant AI environment, ensuring that sensitive data remains within control. Teams can retrieve and summarize information from extensive medical records, enabling informed clinical decisions.Starting Price: $45/month -
28
ZTX Platform
SecureTrust Cyber
The ZTX Platform is a fully managed, engineer-led cybersecurity solution that delivers Zero Trust security in a streamlined, scalable package. It unifies SASE, XDR, SIEM, RMM, and micro-segmentation into a single platform installed and operational within one business day. ZTX is licensed per seat, making it cost-effective and flexible for growing organizations. The platform offers centralized monitoring, real-time threat detection, automated response, and strict policy enforcement. Each user session is isolated via encrypted tunnels, preventing lateral movement and ensuring compliance. Ideal for companies seeking simplified, high-performance cybersecurity without managing multiple tools.Starting Price: $30/month per device -
29
RhinoAgents
RhinoAgents
RhinoAgents is a no-code AI workforce platform that allows anyone — from startups to enterprises — to build and deploy intelligent agents across industries like HR, IT, real estate, recruitment, and healthcare. With simple prompt-based creation or an intuitive drag-and-drop workflow builder, businesses can create AI agents that automate repetitive work, streamline operations, and enhance customer experiences. Instead of hiring large teams, companies can now achieve the same results with AI agents at 1/4 the cost. These agents work like digital employees — handling onboarding, customer support, lead qualification, scheduling, property inquiries, healthcare FAQs, IT helpdesk tasks, and more. Key Capabilities: Industry Flexibility No-code Simplicity Multi-Channel Engagement Custom Knowledge Base (RAG) Analytics & ROI TrackingStarting Price: $49/month -
30
Iguazio
Iguazio (Acquired by McKinsey)
The Iguazio AI platform operationalizes and de-risks ML & GenAI applications at scale. Implement AI effectively and responsibly in your live business environments. Orchestrate and automate your AI pipelines, establish guardrails to address risk and regulation challenges, deploy your applications anywhere, and turn your AI projects into real business impact. - Operationalize Your GenAI Applications: Go from POC to a live application in production, cutting costs and time-to-market with efficient scaling, resource optimization, automation and data management applying MLOps principles. - De-Risk and Protect with GenAI Guardrails: Monitor applications in production to ensure compliance and reduce risk of data privacy breaches, bias, AI hallucinations and IP infringements. -
31
Amazon Lex
Amazon
Amazon Lex is a service for building conversational interfaces into any application using voice and text. Amazon Lex provides the advanced deep learning functionalities of automatic speech recognition (ASR) for converting speech to text, and natural language understanding (NLU) to recognize the intent of the text, to enable you to build applications with highly engaging user experiences and lifelike conversational interactions. With Amazon Lex, the same deep learning technologies that power Amazon Alexa are now available to any developer, enabling you to quickly and easily build sophisticated, natural language, conversational bots (“chatbots”). With Amazon Lex, you can build bots to increase contact center productivity, automate simple tasks, and drive operational efficiencies across the enterprise. As a fully managed service, Amazon Lex scales automatically, so you don’t need to worry about managing infrastructure. -
32
Amazon Polly
Amazon
Amazon Polly is a service that turns text into lifelike speech, allowing you to create applications that talk, and build entirely new categories of speech-enabled products. Polly's Text-to-Speech (TTS) service uses advanced deep learning technologies to synthesize natural sounding human speech. With dozens of lifelike voices across a broad set of languages, you can build speech-enabled applications that work in many different countries. In addition to Standard TTS voices, Amazon Polly offers Neural Text-to-Speech (NTTS) voices that deliver advanced improvements in speech quality through a new machine learning approach. Polly’s Neural TTS technology also supports two speaking styles that allow you to better match the delivery style of the speaker to the application: a Newscaster reading style that is tailored to news narration use cases, and a Conversational speaking style that is ideal for two-way communication like telephony applications. -
33
Amazon Textract
Amazon
Amazon Textract is a fully managed machine learning service that automatically extracts text and data from scanned documents that goes beyond simple optical character recognition (OCR) to identify, understand, and extract data from forms and tables. Many companies today extract data from scanned documents, such as PDF's, tables and forms, through manual data entry (that is slow, expensive and prone to errors), or through simple OCR software that requires manual configuration which needs to be updated each time the form changes to be usable. To overcome these manual processes, Textract uses machine learning to instantly read and process any type of document, accurately extracting text, forms, tables, and, other data without the need for any manual effort or custom code. With Textract you can quickly automate manual document activities, enabling you to process millions of document pages in hours. -
34
Amazon Rekognition
Amazon
Amazon Rekognition makes it easy to add image and video analysis to your applications using proven, highly scalable, deep learning technology that requires no machine learning expertise to use. With Amazon Rekognition, you can identify objects, people, text, scenes, and activities in images and videos, as well as detect any inappropriate content. Amazon Rekognition also provides highly accurate facial analysis and facial search capabilities that you can use to detect, analyze, and compare faces for a wide variety of user verification, people counting, and public safety use cases. With Amazon Rekognition Custom Labels, you can identify the objects and scenes in images that are specific to your business needs. For example, you can build a model to classify specific machine parts on your assembly line or to detect unhealthy plants. Amazon Rekognition Custom Labels takes care of the heavy lifting of model development for you, so no machine learning experience is required. -
35
Amazon Forecast
Amazon
Amazon Forecast is a fully managed service that uses machine learning to deliver highly accurate forecasts. Companies today use everything from simple spreadsheets to complex financial planning software to attempt to accurately forecast future business outcomes such as product demand, resource needs, or financial performance. These tools build forecasts by looking at a historical series of data, which is called time series data. For example, such tools may try to predict the future sales of a raincoat by looking only at its previous sales data with the underlying assumption that the future is determined by the past. This approach can struggle to produce accurate forecasts for large sets of data that have irregular trends. Also, it fails to easily combine data series that change over time (such as price, discounts, web traffic, and number of employees) with relevant independent variables like product features and store locations. -
36
RadiantOne
Radiant Logic
Make identity a business enabler with a unified platform that transforms your existing infrastructure into a resource for the entire organization. RadiantOne is the cornerstone of complex identity infrastructures. Harness your identity data with intelligent integration to drive better business outcomes, improve security and compliance posture, increase speed-to-market, and more. Without RadiantOne, companies must rely on custom coding, rework, and ongoing maintenance to make new initiatives work with existing environments. Expensive solutions can’t be deployed on time or on budget, negatively impacting ROI and causing employee frustration. Identity frameworks that can’t scale waste time and resources, with employees struggling to deploy new solutions for users. Rigid, static systems can’t meet changing requirements, leading to duplicate efforts and repeated processes. -
37
Amazon DevOps Guru
Amazon
Amazon DevOps Guru is a machine learning (ML)-powered service designed to make it easy to improve the operational performance and availability of an application. DevOps Guru helps detect behaviors that deviate from normal operating patterns, so you can identify operational errors long before they affect your customers. DevOps Guru uses ML models with information collected over years by Amazon.com and AWS Operational Excellence to identify anomalous application behavior (for example, increased latency, error rates, resource limitations, etc.) and helps detect critical errors that could potentially cause service interruptions. When the DevOps Guru identifies a critical issue, it automatically sends an alert and provides a summary of related anomalies, the likely root cause, and context on when and where the issue occurred.Starting Price: $0.0028 per resource per hour -
38
Amazon Fraud Detector
Amazon
Build, deploy, and manage fraud detection models without previous machine learning (ML) experience. Gain insights from your historical data, plus 20+ years of Amazon experience, to construct an accurate, customized fraud detection model. Start detecting fraud immediately, easily enhance models with customized business rules, and deploy results to generate critical predictions. Build, deploy, and manage fraud detection models without previous machine learning (ML) experience. Gain insights from your historical data, plus 20+ years of Amazon experience, to construct an accurate, customized fraud detection model. Start detecting fraud immediately, easily enhance models with customized business rules, and deploy results to generate critical predictions. Amazon Fraud Detector is a fully managed service enabling customers to identify potentially fraudulent activities and catch more online fraud faster. -
39
Compliance Warden
Compliance Warden
Compliance Warden is built for modern teams that want speed and security together. Every time a developer opens a pull request, our platform scans the code in real time against industry standards like SOC 2, ISO 27001, PCI DSS, and NIST. Developers get inline, AI-powered fixes right in GitHub or VS Code, while compliance officers gain instant visibility through dashboards, scoring, and audit-ready reports. With support for AWS, Azure, Terraform, CloudFormation, Pulumi, and more, Compliance Warden makes compliance continuous, proactive, and developer-friendly.Starting Price: $50/month -
40
Amazon Augmented AI (A2I)
Amazon
Amazon Augmented AI (Amazon A2I) makes it easy to build the workflows required for human review of ML predictions. Amazon A2I brings human review to all developers, removing the undifferentiated heavy lifting associated with building human review systems or managing large numbers of human reviewers. Many machine learning applications require humans to review low confidence predictions to ensure the results are correct. For example, extracting information from scanned mortgage application forms can require human review in some cases due to low-quality scans or poor handwriting. But building human review systems can be time consuming and expensive because it involves implementing complex processes or “workflows”, writing custom software to manage review tasks and results, and in many cases, managing large groups of reviewers. -
41
Amazon Personalize
Amazon
Amazon Personalize enables developers to build applications with the same machine learning (ML) technology used by Amazon.com for real-time personalized recommendations – no ML expertise required. Amazon Personalize makes it easy for developers to build applications capable of delivering a wide array of personalization experiences, including specific product recommendations, personalized product re-ranking, and customized direct marketing. Amazon Personalize is a fully managed machine learning service that goes beyond rigid static rule based recommendation systems and trains, tunes, and deploys custom ML models to deliver highly customized recommendations to customers across industries such as retail and media and entertainment. Amazon Personalize provisions the necessary infrastructure and manages the entire ML pipeline, including processing the data, identifying features, using the best algorithms, and training, optimizing, and hosting the models. -
42
Amazon Comprehend Medical
Amazon
Amazon Comprehend Medical is a HIPAA-eligible natural language processing (NLP) service that uses machine learning to extract health data from medical text–no machine learning experience is required. Much of health data today is in free-form medical text like doctors’ notes, clinical trial reports, and patient health records. Manually extracting the data is a time consuming process, while automated rule-based attempts to extract the data don’t capture the full story as they fail to take context into account. As a result, the data remains unusable in large-scale analytics needed to advance the healthcare and life sciences industry and improve patient outcomes and create efficiencies. -
43
AWS HealthOmics
Amazon
Securely combine the multiomic data of individuals with their medical history to deliver more personalized care. Use purpose-built data stores to support large-scale analysis and collaborative research across entire populations. Accelerate research by using scalable workflows and integrated computation tools. Protect patient privacy with HIPAA eligibility and built-in data access and logging. AWS HealthOmics helps healthcare and life science organizations and their software partners store, query, and analyze genomic, transcriptomic, and other omics data and then generate insights from that data to improve health and advance scientific discoveries. Store and analyze omics data for hundreds of thousands of patients to understand how omics variation maps to phenotypes across a population. Build reproducible and traceable clinical multiomics workflows to reduce turnaround times and increase productivity. Integrate multiomic analysis into clinical trials to test new drug candidates. -
44
Amazon Monitron
Amazon
Detect machine issues before they occur with machine learning (ML), and take action. Start monitoring equipment in minutes with easy installation and automatic, secure analysis through the Amazon Monitron end-to-end system. Improve system accuracy continuously as Amazon Monitron learns from technician feedback entered in the mobile and web apps. Amazon Monitron is an end-to-end system that uses machine learning to detect abnormal conditions in industrial equipment and enable predictive maintenance. Save on costly repairs and prevent factory equipment downtime with easy-to-install hardware and the power of ML. Reduce unplanned equipment downtime with predictive maintenance and machine learning. Amazon Monitron uses machine learning on temperature and vibration data. Amazon Monitron can help you predict equipment downtime before it happens. Compare what it costs to get started with how much you could save. -
45
AWS HealthLake
Amazon
Extract meaning from unstructured data with integrated Amazon Comprehend Medical for easy search and querying. Make predictions on health data using Amazon Athena queries, Amazon SageMaker ML models, and Amazon QuickSight analytics. Support interoperable standards such as the Fast Healthcare Interoperability Resources (FHIR). Run medical imaging applications in the cloud to increase scale and reduce costs. AWS HealthLake is a HIPAA-eligible service offering healthcare and life sciences companies a chronological view of individual or patient population health data for query and analytics at scale. Analyze population health trends, predict outcomes, and manage costs with advanced analytics tools and ML models. Identify opportunities to close gaps in care and deliver targeted interventions with a longitudinal view of patient journeys. Apply advanced analytics and ML to newly structured data to optimize appointment scheduling and reduce unnecessary procedures. -
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AWS Panorama
Amazon
Add computer vision (CV) to your existing fleet of cameras with AWS Panorama devices, which integrate seamlessly with your local area network. Make predictions locally with high accuracy and low latency from a single management interface, where you can analyze video feeds in milliseconds. Process video feeds at the edge, so you can control where your data is stored and operate with limited internet bandwidth. AWS Panorama is a collection of machine learning (ML) devices and a software development kit (SDK) that brings CV to on-premises internet protocol (IP) cameras. Easily track throughput, optimize freight operations, and recognize objects such as parts or products, or text in labels or barcodes. Monitor traffic lanes for issues such as stopped vehicles, and send real-time alerts to staff to keep traffic flowing. Quickly detect manufacturing anomalies so you can take corrective action and decrease costs. -
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Factinsect
Factinsect
Factinsect is an AI-powered platform designed to assess the credibility of textual content by comparing it with information from selected, trustworthy sources. Utilizing a sophisticated artificial intelligence system, Factinsect performs fully automated fact-checks, delivering results within seconds. The platform employs a simple traffic light system to indicate the credibility of information, green signifies confirmation by a trusted source, red indicates contradiction, and gray denotes no clear result at the moment. Factinsect provides maximum transparency by highlighting which parts of a news article have been confirmed or refuted by other sources, making the fact-checking process highly transparent and comprehensible. The scalability of the system allows for the easy addition of other sources and languages in the future. Users can click on the highlighted text and learn which sections of the text have been confirmed or refuted by which other sources. -
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Amazon Comprehend
Amazon
Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to find insights and relationships in text. No machine learning experience required. There is a treasure trove of potential sitting in your unstructured data. Customer emails, support tickets, product reviews, social media, even advertising copy represents insights into customer sentiment that can be put to work for your business. The question is how to get at it? As it turns out, Machine learning is particularly good at accurately identifying specific items of interest inside vast swathes of text (such as finding company names in analyst reports), and can learn the sentiment hidden inside language (identifying negative reviews, or positive customer interactions with customer service agents), at almost limitless scale. Amazon Comprehend uses machine learning to help you uncover the insights and relationships in your unstructured data.
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