{"id":2146,"date":"2026-07-15T18:35:44","date_gmt":"2026-07-15T18:35:44","guid":{"rendered":"https:\/\/navigotechsolutions.com\/blog\/aws-ml-agentic-vision-what-indian-firms-must-know-in-2026\/"},"modified":"2026-07-15T18:35:47","modified_gmt":"2026-07-15T18:35:47","slug":"aws-ml-agentic-vision-what-indian-firms-must-know-in-2026","status":"publish","type":"post","link":"https:\/\/navigotechsolutions.com\/blog\/aws-ml-agentic-vision-what-indian-firms-must-know-in-2026\/","title":{"rendered":"AWS ML Agentic Vision: What Indian Firms Must Know in 2026"},"content":{"rendered":"<style>\n:root{--primary-blue:#1e90ff;--deep-blue:#003C8F;--accent-orange:#1e90ff;--neutral-bg:#F9F9F9;--neutral-white:#FFFFFF;--text-charcoal:#2C2C2C;--text-grey:#555555;--light-blue-bg:#EDF5FF;}\nbody{margin:0;padding:0;font-family:'Open Sans',sans-serif;background-color:var(--neutral-bg);color:var(--text-charcoal);line-height:1.6;}\na{color:var(--primary-blue);font-weight:700;text-decoration:none;border-bottom:2px solid var(--accent-orange);transition:all .3s ease;}\na:hover{color:var(--deep-blue);border-bottom-color:var(--primary-blue);background-color:var(--light-blue-bg);}\n.navigo-container{font-family:'Open Sans',sans-serif;background-color:var(--neutral-bg);background-image:radial-gradient(#e5e5e5 1px,transparent 1px);background-size:20px 20px;max-width:900px;margin:40px auto;padding:40px;border-radius:20px;box-shadow:0 10px 30px 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p{font-size:1.05rem;color:var(--text-grey);line-height:1.7;margin:0 0 12px;max-width:760px;}\n.navigo-article{background:var(--neutral-white);padding:35px;border-radius:12px;border:1px solid #e5e5e5;line-height:1.9;font-size:1.06rem;color:var(--text-grey);position:relative;z-index:1;}\n.navigo-article h2{font-family:'Montserrat',sans-serif;color:var(--deep-blue);font-size:1.6rem;margin-top:34px;margin-bottom:12px;}\n.navigo-article h3{font-family:'Montserrat',sans-serif;color:var(--text-charcoal);font-size:1.2rem;margin-top:22px;margin-bottom:8px;}\n.navigo-article p{margin-bottom:14px;}\n.navigo-article ul{margin-left:18px;margin-bottom:14px;}\n.navigo-article table{width:100%;border-collapse:collapse;margin:20px 0;}\n.navigo-article th,.navigo-article td{border:1px solid #e5e5e5;padding:12px;text-align:left;}\n.navigo-article th{background-color:#f2f2f2;color:var(--deep-blue);}\n.key-takeaways{background:var(--light-blue-bg);border-left:6px solid var(--primary-blue);padding:18px 22px;border-radius:8px;margin:28px 0;}\n.toc{background:#fafafa;border:1px solid #eee;padding:20px;border-radius:8px;margin:25px 0;}\n.toc strong{display:block;margin-bottom:10px;font-family:'Montserrat',sans-serif;color:var(--deep-blue);}\n.toc ul{list-style-type:none;padding-left:0;margin:0;}\n.toc li{margin-bottom:8px;padding-left:15px;position:relative;}\n.toc li::before{content:\"\u2022\";color:var(--primary-blue);position:absolute;left:0;top:0;}\n.navigo-faq-header{text-align:center;margin-top:42px;margin-bottom:22px;}\n.navigo-faq-header h2{font-family:'Montserrat',sans-serif;font-size:1.9rem;color:var(--text-charcoal);}\n.navigo-faq-details{background:var(--neutral-white);margin-bottom:12px;border-radius:8px;border:1px solid #e5e5e5;overflow:hidden;position:relative;z-index:1;}\n.navigo-faq-summary{padding:16px 20px;font-family:'Montserrat',sans-serif;font-weight:700;color:var(--deep-blue);cursor:pointer;display:flex;justify-content:space-between;align-items:center;list-style:none;}\n.navigo-faq-summary::after{content:'';width:10px;height:10px;border-right:3px solid var(--primary-blue);border-bottom:3px solid var(--primary-blue);transform:rotate(45deg);flex-shrink:0;}\n.navigo-faq-details[open] .navigo-faq-summary::after{transform:rotate(-135deg);}\n.navigo-faq-answer{padding:0 20px 18px;color:var(--text-grey);}\n.navigo-footer{margin-top:36px;padding-top:22px;border-top:2px solid #eee;text-align:center;color:var(--text-grey);font-size:.95rem;position:relative;z-index:1;}\n@media(max-width:768px){.navigo-container{padding:20px;margin:0;border-radius:0;}.navigo-hero{padding:25px;}.navigo-article{padding:20px;font-size:1rem;}.navigo-shape-top-right,.navigo-shape-bottom-left{display:none;}}\n<\/style>\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=Montserrat:wght@400;700;800&#038;family=Open+Sans:wght@400;600;700&#038;display=swap\" rel=\"stylesheet\">\n<div class=\"navigo-container\">\n<div class=\"navigo-shape-top-right\"><\/div>\n<div class=\"navigo-shape-bottom-left\"><\/div>\n<div class=\"navigo-hero\">\n<div class=\"navigo-logo\">NaviGo Tech Solutions<\/div>\n<h1>AWS ML Just Launched Agentic Vision: What Indian Firms Must Know<\/h1>\n<p><strong>Amazon Web Services<\/strong> has just made a bold move. It launched a new <strong>agentic vision<\/strong> for AI that helps businesses deploy production-ready agents at scale. For Indian firms, this means faster document processing, smarter automation, and real cost savings. No more waiting for manual data entries or slow contract reviews. This guide explains exactly what this is and how your business can use it.<\/p>\n<p>This guide covers:<\/p>\n<ul>\n<li>What AWS agentic vision means for Indian businesses<\/li>\n<li>How it boosts productivity by up to 3x<\/li>\n<li>Step-by-step steps to start using it<\/li>\n<li>Common mistakes to avoid when adopting AI agents<\/li>\n<\/ul>\n<p>Let us dive straight in.<\/p>\n<\/p><\/div>\n<div class=\"navigo-article\">\n<div class=\"key-takeaways\"><strong>What You&#8217;ll Learn:<\/strong><\/p>\n<ul>\n<li>Agentic AI can process claims in under 30 seconds versus 6 to 10 minutes manually.<\/li>\n<li>99 percent of legal and document-heavy work can be automated.<\/li>\n<li>Indian firms can build multi-agent systems using Amazon Bedrock, Anthropic Claude, and Titan embedding models.<\/li>\n<li>Proper setup avoids compliance risks and data privacy issues.<\/li>\n<\/ul><\/div>\n<div class=\"toc\"><strong>Table of Contents<\/strong><\/p>\n<ul>\n<li><a href=\"#section-1\">What Is AWS Agentic Vision for AI?<\/a><\/li>\n<li><a href=\"#section-2\">Why Indian Firms Should Care About Agentic AI<\/a><\/li>\n<li><a href=\"#section-3\">How to Deploy Production-Ready AI Agents Step by Step<\/a><\/li>\n<li><a href=\"#section-4\">Common Mistakes to Avoid When Adopting AI Agents<\/a><\/li>\n<li><a href=\"#section-5\">Comparison: Agentic AI vs Traditional Automation Tools<\/a><\/li>\n<\/ul><\/div>\n<h2 id=\"section-1\">What Is AWS Agentic Vision for AI?<\/h2>\n<p>When we say <strong>AWS ML just launched agentic vision<\/strong>, we mean Amazon Web Services is moving from simple AI tools to <strong>multi-agent systems<\/strong>. Instead of one AI doing one task, you now have multiple AI agents that can talk to each other, delegate work, and complete complex workflows. For example, a legal firm can use one agent to scan contracts, another to check compliance, and a third to generate invoices \u2014 all working together automatically.<\/p>\n<p>The key behind this is <strong>Amazon Bedrock<\/strong>. It gives you access to hundreds of foundation models. You can choose <strong>Anthropic\u2019s Claude<\/strong> for natural language tasks or the <strong>Titan embedding model<\/strong> for semantic searches. This means Indian businesses can build agents that understand Hindi, Tamil, or English documents without extra training.<\/p>\n<p>Think of a <strong>small recruitment agency in Chennai<\/strong>. Instead of a human reading 200 resumes, an AI agent uses Claude to scan each one, matches skills to job descriptions from a database, and sends shortlisted profiles to the hiring manager \u2014 all in under five minutes. That is the power of agentic vision.<\/p>\n<p>The shift from AI assistance to agent collaboration is huge. Your business can now have a team of digital workers that never sleep, never make typos, and always follow your rules. And with AWS&#8217;s proven infrastructure, it is built to scale from a two-person startup to a 500-employee firm.<\/p>\n<h2 id=\"section-2\">Why Indian Firms Should Care About Agentic AI<\/h2>\n<h3>Productivity Gains of Up to 3x<\/h3>\n<p>Legal Twin, a platform built on AWS agentic vision, helps legal professionals achieve a <strong>3x productivity increase<\/strong>. That is not a theory. It has been measured. For an Indian law firm handling dozens of cases, this means a junior lawyer can now do the work of three people. Document review, timeline creation, and case research all happen faster.<\/p>\n<h3>Claims Processed in Under 30 Seconds<\/h3>\n<p>Insurance and legal claims that typically take <strong>6 to 10 minutes<\/strong> to file manually can now be processed in <strong>under 30 seconds<\/strong>. For Indian insurance companies dealing with thousands of claims daily, this saves hours of labour and reduces customer wait times. Your team can focus on complex cases while agents handle the routine ones.<\/p>\n<h3>99 Percent of Document Work Can Be Automated<\/h3>\n<p>According to research, <strong>99 percent of legal professionals\u2019 work is document driven<\/strong>. The same applies to many Indian businesses \u2014 from CA firms to real estate agencies. AWS agentic vision can process vast amounts of documents to build concrete timelines, find key clauses, and retrieve records. This eliminates manual shuffling through piles of paper.<\/p>\n<h3>Built for Indian Compliance and Data Privacy<\/h3>\n<p>The platform is built to comply with regulations like <strong>GDPR<\/strong> and India\u2019s upcoming data protection laws. You can store and process data locally. AWS also offers on-premises storage connected to cloud processing, which is vital for Indian firms handling sensitive client data. No need to worry about data leaving the country without permission.<\/p>\n<figure class=\"wp-block-image size-large\" style=\"margin: 32px 0; text-align: center;\">\n                      <img decoding=\"async\" src=\"https:\/\/navigotechsolutions.com\/blog\/wp-content\/uploads\/2026\/07\/aws-ml-agentic-vision-indian-firms-1.jpg\" alt=\"clean modern business infographic on a white background showing a numbered list of 4 reasons: 1. 3x productivity, 2. 30 second claims, 3. 99% document automation, 4. Indian data compliance. Each reason has a simple colored icon and a short label. Premium professional colours like deep blue and teal.\" style=\"border-radius: 12px; max-width: 100%; height: auto; box-shadow: 0 4px 15px rgba(0,0,0,0.08);\" \/><br \/>\n                    <\/figure>\n<h2 id=\"section-3\">How to Deploy Production-Ready AI Agents Step by Step<\/h2>\n<ul>\n<li><strong>Step 1: Identify the most repetitive document task in your business.<\/strong> Look at what your team spends most time on. For a Chennai-based logistics firm, it might be verifying delivery receipts. For a small accounting practice, it could be extracting data from invoices. Pick one process that is rule based and high volume.<\/li>\n<li><strong>Step 2: Sign up for Amazon Bedrock and choose your models.<\/strong> Go to AWS, create an account, and access <strong>Bedrock<\/strong>. Select <strong>Anthropic Claude<\/strong> for understanding natural language in your contracts or emails. Use <strong>Titan embedding<\/strong> for searching through your document database. No coding experience needed \u2014 AWS provides pre-built agents.<\/li>\n<li><strong>Step 3: Build a simple multi-agent workflow.<\/strong> Use the AWS console to create two agents. Ask one agent to read all incoming documents and categorize them (invoice, contract, report). Ask the second agent to extract key data like dates, amounts, and names. Then connect them so agent one passes its output to agent two automatically.<\/li>\n<li><strong>Step 4: Test with real documents in a sandbox environment.<\/strong> Upload 10 to 20 sample documents from your business. Run the agents and check the output. Are they correctly identifying fields? Are they missing any entries? Adjust the prompts until accuracy reaches at least 95 percent. AWS provides a safe test environment.<\/li>\n<li><strong>Step 5: Deploy to production and monitor weekly.<\/strong> Once you are satisfied, move the workflow to your live system. Check logs every week. AWS gives you dashboards to see how many documents each agent processed. Tweak prompts if the data changes. For example, if your invoice format changes, update the agent instructions accordingly.<\/li>\n<\/ul>\n<p>If you need expert help setting this up, <a href=\"https:\/\/navigotechsolutions.com\/services.html#ai-agents\">NaviGo Tech Solutions offers AI Agents and Bots services<\/a> to build custom workflows for Indian businesses. We handle the technical setup so you can focus on your core work.<\/p>\n<h2 id=\"section-4\">Common Mistakes to Avoid When Adopting AI Agents<\/h2>\n<h3>Mistake 1: Using One Agent for Everything<\/h3>\n<p>Many Indian firms try to build a single AI that does every task. That leads to slow performance and errors. Instead, split the work. Use separate agents for reading, categorizing, and summarizing. They perform faster and are easier to debug. <a href=\"https:\/\/navigotechsolutions.com\/services.html#ai\">NaviGo Tech Solutions can help with AI Ads and Automation<\/a> that follows this best practice.<\/p>\n<h3>Mistake 2: Ignoring Data Privacy Compliance<\/h3>\n<p>AWS agentic vision allows local data storage. Do not skip this step. If you handle personal data of Indian customers, make sure your agents only process data within India-based servers. Failure to do so can lead to penalties under India\u2019s Digital Personal Data Protection Act.<\/p>\n<h3>Mistake 3: Not Training the Agents on Your Specific Language<\/h3>\n<p>If your business uses a mix of English and Hindi, or technical legal jargon, you must fine-tune the prompts. Generic prompts produce generic results. Take time to write examples that reflect your actual documents. For instance, a real estate agent in Mumbai should include words like \u201cflat, carpet area, stamp duty\u201d in the training examples.<\/p>\n<h3>Mistake 4: Deploying Without Testing on Real Data<\/h3>\n<p>Never launch AI agents straight into your live system. Use the sandbox environment first. Test with old invoices, contracts, or customer forms. Check for hallucination \u2014 when the agent invents facts. AWS provides verification tools that can cross-reference agent outputs with source documents to reduce hallucination.<\/p>\n<figure class=\"wp-block-image size-large\" style=\"margin: 32px 0; text-align: center;\">\n                      <img decoding=\"async\" src=\"https:\/\/navigotechsolutions.com\/blog\/wp-content\/uploads\/2026\/07\/aws-ml-agentic-vision-indian-firms-2.jpg\" alt=\"2-column comparison infographic on a white background. Left column shows 4 Mistakes in red X icons: One Agent Only, Ignore Privacy, No Language Tuning, Skip Testing. Right column shows 4 Best Practices in green check icons: Split agents, Local storage, Custom prompts, Sandbox test. Clean professional design with premium colours.\" style=\"border-radius: 12px; max-width: 100%; height: auto; box-shadow: 0 4px 15px rgba(0,0,0,0.08);\" \/><br \/>\n                    <\/figure>\n<h2 id=\"section-5\">Comparison: Agentic AI vs Traditional Automation Tools<\/h2>\n<p>Traditional automation tools like RPA or simple macros only follow fixed rules. They break when the document format changes. Agentic AI from AWS adapts by learning from the content. Here is a direct comparison for Indian firms.<\/p>\n<table>\n<thead>\n<tr>\n<th>Feature<\/th>\n<th>Traditional RPA<\/th>\n<th>AWS Agentic AI<\/th>\n<th>Best for Indian Firms<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Speed of processing claims<\/td>\n<td>5 to 8 minutes<\/td>\n<td>Under 30 seconds<\/td>\n<td>Insurance, legal firms<\/td>\n<\/tr>\n<tr>\n<td>Ability to handle language mix<\/td>\n<td>No<\/td>\n<td>Yes, via Claude models<\/td>\n<td>Multi-language businesses<\/td>\n<\/tr>\n<tr>\n<td>Adapts to document format changes<\/td>\n<td>No, needs manual update<\/td>\n<td>Yes, learns from context<\/td>\n<td>CA and audit firms<\/td>\n<\/tr>\n<tr>\n<td>Data compliance (local storage)<\/td>\n<td>Depends on setup<\/td>\n<td>Built-in option<\/td>\n<td>All Indian firms<\/td>\n<\/tr>\n<tr>\n<td>Cost for a small business<\/td>\n<td>Medium setup cost<\/td>\n<td>Pay per use, low entry<\/td>\n<td>Startups and SMEs<\/td>\n<\/tr>\n<tr>\n<td>Scalability to 1000s of documents<\/td>\n<td>Hard<\/td>\n<td>Automatic<\/td>\n<td>Manufacturing, logistics<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>For most Indian firms, especially in sectors like legal, insurance, and accounting, AWS agentic AI is the smarter long-term investment. It scales with your business and handles complexity without requiring a dedicated IT team. If you want to compare this with other AI trends, read <a href=\"https:\/\/navigotechsolutions.com\/blog\/aws-multi-agent-social-intelligence-what-indian-smes-must-know-in-2026\/\">AWS Multi-Agent Social Intelligence: What Indian SMEs Must Know in 2026<\/a> for more context on how agents are shaping Indian business automation.<\/p>\n<\/p><\/div>\n<div style=\"background:linear-gradient(135deg,#25D366 0%,#128C7E 100%);border-radius:12px;padding:24px 28px;margin:32px 0;text-align:center;position:relative;z-index:1;\">\n<p style=\"color:#fff;font-family:'Montserrat',sans-serif;font-weight:800;font-size:1.15rem;margin:0 0 8px;\">Not sure which tool fits your business?<\/p>\n<p style=\"color:rgba(255,255,255,0.9);font-size:0.95rem;margin:0 0 16px;\">Our team at NaviGo Tech Solutions will set it up for you \u2014 free 30-minute strategy call.<\/p>\n<p>  <a href=\"https:\/\/wa.me\/916380853075?text=Hi%2C%20I%20read%20your%20blog%20and%20want%20a%20free%20strategy%20call\" target=\"_blank\" rel=\"noopener\" style=\"background:#fff;color:#128C7E;font-family:&#039;Montserrat&#039;,sans-serif;font-weight:800;padding:12px 28px;border-radius:50px;text-decoration:none;font-size:1rem;border-bottom:none;display:inline-block;\">WhatsApp Us Now \u2014 It&#8217;s Free<\/a>\n<\/div>\n<div class=\"navigo-faq-header\">\n<h2>Frequently Asked Questions<\/h2>\n<\/div>\n<details class=\"navigo-faq-details\">\n<summary class=\"navigo-faq-summary\">What exactly is agentic AI in the context of AWS ML?<\/summary>\n<div class=\"navigo-faq-answer\">Agentic AI refers to AI systems that can act independently, delegate tasks to other agents, and complete multi-step workflows without human intervention. AWS has enhanced its machine learning services to support these multi-agent systems using Amazon Bedrock, enabling Indian businesses to automate complex document-driven processes like contract review, invoice processing, and compliance checks.<\/div>\n<\/details>\n<details class=\"navigo-faq-details\">\n<summary class=\"navigo-faq-summary\">Is agentic AI suitable for small Indian businesses?<\/summary>\n<div class=\"navigo-faq-answer\">Yes. Small Indian businesses can start with a single agent for one repetitive task like data entry or invoice verification. The cost is pay per use with AWS, so you only pay for what you need. This makes it accessible for startups and SMEs. You do not need a large IT team. Many firms have started with a pilot of just 50 documents to test the value.<\/div>\n<\/details>\n<details class=\"navigo-faq-details\">\n<summary class=\"navigo-faq-summary\">How does agentic AI ensure data privacy for Indian firms?<\/summary>\n<div class=\"navigo-faq-answer\">AWS allows you to choose where your data is stored and processed. You can use local servers in India to keep all data within the country. The platform is built to comply with GDPR and India\u2019s Data Protection Act. Additionally, the agents can be configured to only access specific folders and document types, preventing accidental data leaks.<\/div>\n<\/details>\n<details class=\"navigo-faq-details\">\n<summary class=\"navigo-faq-summary\">Can agentic AI handle documents in Indian languages?<\/summary>\n<div class=\"navigo-faq-answer\">Yes. Through foundation models like Anthropic\u2019s Claude, agentic AI can understand and process documents in Hindi, Tamil, Telugu, Bengali, and many other Indian languages mixed with English. You just need to provide a few example documents in those languages when training the agent. This makes it highly practical for Indian businesses that operate in regional languages.<\/div>\n<\/details>\n<div class=\"navigo-footer\">\n<p>Stop wasting hours on manual document processing. Let AWS agentic AI handle the heavy lifting while you focus on growth.<\/p>\n<p><a href=\"https:\/\/navigotechsolutions.com\/contact.html\" target=\"_blank\">WhatsApp Us Now \u2014 It&#8217;s Free \u2014 NaviGo Tech Solutions<\/a><\/p>\n<\/p><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>AWS ML just launched agentic vision. Learn what Indian firms must know to deploy production-ready AI agents that boost productivity and cut costs.<\/p>\n","protected":false},"author":1,"featured_media":2143,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[216],"tags":[450,362,285,1178,1155,922,1399,1400,1401,1070],"class_list":["post-2146","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-tools","tag-agentic-ai","tag-ai-agents","tag-ai-for-indian-businesses","tag-ai-productivity","tag-amazon-bedrock","tag-aws-ml","tag-document-automation","tag-legal-ai","tag-multi-agent-systems","tag-production-ai"],"jetpack_featured_media_url":"https:\/\/navigotechsolutions.com\/blog\/wp-content\/uploads\/2026\/07\/aws-ml-agentic-vision-indian-firms.jpg","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/navigotechsolutions.com\/blog\/wp-json\/wp\/v2\/posts\/2146","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/navigotechsolutions.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/navigotechsolutions.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/navigotechsolutions.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/navigotechsolutions.com\/blog\/wp-json\/wp\/v2\/comments?post=2146"}],"version-history":[{"count":1,"href":"https:\/\/navigotechsolutions.com\/blog\/wp-json\/wp\/v2\/posts\/2146\/revisions"}],"predecessor-version":[{"id":2147,"href":"https:\/\/navigotechsolutions.com\/blog\/wp-json\/wp\/v2\/posts\/2146\/revisions\/2147"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/navigotechsolutions.com\/blog\/wp-json\/wp\/v2\/media\/2143"}],"wp:attachment":[{"href":"https:\/\/navigotechsolutions.com\/blog\/wp-json\/wp\/v2\/media?parent=2146"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/navigotechsolutions.com\/blog\/wp-json\/wp\/v2\/categories?post=2146"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/navigotechsolutions.com\/blog\/wp-json\/wp\/v2\/tags?post=2146"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}