# Envision AI Tech > Envision AI Tech is an India-based technology company delivering IT and ITES services, AI and machine learning solutions, and quantum technology, including post-quantum security, for retail, food delivery, fashion, government, banking and healthcare. ## Key facts - Name: Envision AI Tech (Envision AI Tech Private Limited) - Founded: 2016 - Offices: Jaipur, Bengaluru - Disciplines: IT & ITES, AI & ML, Quantum, Digital Marketing - Contact: hello@envisionaitech.com - Website: https://www.ai.teachologyai.com/ ## Disciplines - [IT & ITES](https://www.ai.teachologyai.com/disciplines/it-ites): Our IT and ITES practice builds web and mobile platforms, moves systems to the cloud and runs applications, service desks and back-office processes 24x7, with AI-assisted automation. - [AI & ML](https://www.ai.teachologyai.com/disciplines/ai-ml): Our AI and ML practice helps organisations choose where AI pays off, then builds generative AI assistants, agents and machine learning models that run reliably in production. - [Quantum](https://www.ai.teachologyai.com/disciplines/quantum): Our quantum practice protects data with post-quantum cryptography, benchmarks quantum algorithms honestly against classical methods, and builds quantum skills. - [Digital Marketing](https://www.ai.teachologyai.com/disciplines/digital-marketing): Digital Marketing ## Services - [Product engineering (IT & ITES)](https://www.ai.teachologyai.com/services/product-engineering): Envision AI Tech designs and builds web platforms, mobile apps and enterprise software end to end. One cross-functional team takes your product from discovery to launch and keeps improving it after release, with fixed-scope or dedicated-team engagements. - [Cloud and DevOps (IT & ITES)](https://www.ai.teachologyai.com/services/cloud-devops): We move applications to AWS, Azure or Google Cloud and set up the automation that keeps them fast, secure and affordable. Expect infrastructure as code, automated deployments, observability and a cloud bill your finance team can explain. - [Managed IT and digital operations (IT & ITES)](https://www.ai.teachologyai.com/services/managed-it-digital-operations): Our ITES team runs your applications, service desk and back-office processes around the clock from India. Combined with AI-assisted triage and automation, it lowers resolution times and operating costs while keeping humans accountable for every ticket. - [AI strategy and governance (AI & ML)](https://www.ai.teachologyai.com/services/ai-strategy-governance): We help leadership teams decide where AI will create measurable value, what it will cost and how to use it responsibly. You get a ranked use-case portfolio, a data readiness assessment and a governance framework aligned with India’s DPDP Act and global AI regulation. - [Generative AI and agents (AI & ML)](https://www.ai.teachologyai.com/services/generative-ai-agents): We build generative AI assistants and autonomous agents that work on your own data and systems. Typical results are knowledge assistants, customer support agents and document automation, deployed with evaluation, guardrails and cost controls from day one. - [Machine learning and MLOps (AI & ML)](https://www.ai.teachologyai.com/services/machine-learning-mlops): We build predictive and computer vision models for demand forecasting, fraud detection, recommendations and visual inspection, then run them reliably in production. MLOps pipelines retrain, monitor and roll back models automatically. - [Post-quantum security migration (Quantum)](https://www.ai.teachologyai.com/services/post-quantum-security): We find where your systems rely on encryption that future quantum computers could break, then migrate them to the post-quantum standards NIST published in 2024. The work protects long-lived data today against "harvest now, decrypt later" attacks. - [Quantum optimisation and simulation (Quantum)](https://www.ai.teachologyai.com/services/quantum-optimisation-simulation): We test whether quantum and quantum-inspired algorithms can improve hard optimisation and simulation problems such as routing, portfolio construction and molecular modelling. Every study is benchmarked honestly against the best classical method. - [Quantum skills and research lab (Quantum)](https://www.ai.teachologyai.com/services/quantum-skills-lab): We train engineering teams and partner with universities and government programmes to build quantum skills. Programmes run from executive briefings to hands-on bootcamps and joint research projects aligned with India’s National Quantum Mission. ## Products - [Envision Sage: Answers from your company’s knowledge, with sources.](https://www.ai.teachologyai.com/products/sage): Envision Sage is an enterprise knowledge assistant. It connects to SharePoint, Google Drive, Confluence and ticketing tools, answers employee and customer questions in plain language, and cites the exact document behind every answer. It can run in your own cloud. - [Envision Lens: Computer vision for shelves, stores and factory lines.](https://www.ai.teachologyai.com/products/lens): Envision Lens turns camera and phone images into real-time insight. Retailers use it to audit shelves and planogram compliance; manufacturers use it to spot defects on production lines. Models run on edge devices or in the cloud. - [Envision Pulse: AIOps that finds the incident before your customers do.](https://www.ai.teachologyai.com/products/pulse): Envision Pulse is an AIOps platform that correlates alerts, logs and traces to detect incidents early and suggest a likely root cause. It cuts alert noise for operations teams and plugs into existing monitoring tools through OpenTelemetry. - [QSafe: Find and fix quantum-vulnerable cryptography.](https://www.ai.teachologyai.com/products/qsafe): QSafe scans source code, certificates, network traffic and cloud key stores to build a complete inventory of the cryptography you use. It flags algorithms that quantum computers could break and plans the move to NIST post-quantum standards. - [Qubit Studio: A workbench for hybrid quantum-classical optimisation.](https://www.ai.teachologyai.com/products/qubit-studio): Qubit Studio lets data scientists model optimisation problems once and run them on classical solvers, quantum simulators and real quantum hardware side by side. Results are benchmarked automatically so teams can see where quantum adds value. ## Industries - [Retail and e-commerce](https://www.ai.teachologyai.com/industries/retail-ecommerce): We help retailers and e-commerce brands grow conversion and margin with headless storefronts, AI-driven search and recommendations, demand forecasting and shelf analytics. Solutions connect online and in-store data into one view of the customer. - [Food delivery and quick commerce](https://www.ai.teachologyai.com/industries/food-delivery-quick-commerce): We build and scale ordering apps, live order tracking, dispatch and dark-store systems for food delivery and quick-commerce companies. AI improves delivery-time estimates, rider allocation and demand planning during peak hours. - [Fashion and lifestyle](https://www.ai.teachologyai.com/industries/fashion-lifestyle): We design digital flagships for fashion and lifestyle brands: editorial lookbooks, fast product pages, size recommendations and visual search. Generative AI speeds up product descriptions and campaign content without losing the brand voice. - [Government and public sector](https://www.ai.teachologyai.com/industries/government-public-sector): We build citizen portals, scheme and policy directories, grievance systems and AI help desks for government departments. Work follows GIGW and WCAG accessibility guidelines, supports Indian languages and is ready for post-quantum security requirements. - [Banking, financial services and insurance](https://www.ai.teachologyai.com/industries/bfsi): We modernise core banking integrations, digital onboarding and fraud detection for banks, NBFCs, insurers and fintechs. Every solution is designed for RBI and SEBI compliance, and our post-quantum programme protects data that must stay confidential for decades. - [Healthcare and life sciences](https://www.ai.teachologyai.com/industries/healthcare): We build patient apps, ABDM-integrated health records, clinical documentation assistants and research tools for hospitals, diagnostics chains and life-science companies, with privacy and consent at the core. - [Manufacturing](https://www.ai.teachologyai.com/industries/manufacturing): We connect factory equipment, apply computer vision for quality inspection and predict failures before they stop production. Optimisation models improve scheduling and supply planning. ## Case studies - [Cutting delivery-time errors for a quick-commerce platform](https://www.ai.teachologyai.com/case-studies/quick-commerce-eta): We replaced rule-based delivery estimates with a machine learning model that learns from traffic, store load and weather, and moved order events to a streaming architecture that holds up during evening peaks. - [A multilingual scheme assistant for a state department](https://www.ai.teachologyai.com/case-studies/state-scheme-assistant): We built a GIGW-compliant scheme portal with an eligibility checker and an AI help desk that answers questions about welfare schemes in Hindi and English, citing the official notification for every answer. - [Post-quantum readiness for a private bank](https://www.ai.teachologyai.com/case-studies/bank-post-quantum-readiness): Using QSafe, we built the bank’s first complete cryptographic inventory, ranked systems by risk and piloted hybrid post-quantum TLS on an internal payments API without measurable user impact. ## Insights - [How to prepare for post-quantum cryptography in 2026](https://www.ai.teachologyai.com/insights/prepare-for-post-quantum-cryptography): Organisations should start post-quantum preparation with a cryptographic inventory, then prioritise systems holding long-lived sensitive data and build crypto-agility. NIST’s 2024 standards (FIPS 203, 204 and 205) make it possible to begin hybrid migration today. - [Evaluating generative AI assistants before you ship them](https://www.ai.teachologyai.com/insights/evaluating-generative-ai-assistants): Reliable generative AI assistants are built around an evaluation set: real questions with expected answers that are scored before every release. Combine automatic checks for grounding and citations with human review of a sample, and track cost and latency alongside quality. - [Answer engine optimisation: making your site quotable by AI](https://www.ai.teachologyai.com/insights/answer-engine-optimisation): Answer engine optimisation (AEO) and generative engine optimisation (GEO) make a website easy for Google AI features, ChatGPT, Claude and Perplexity to understand and cite. The basics are answer-first summaries, structured data, clear FAQs, cited facts and crawlable, fast pages. ## Optional - [Tech stack](https://www.ai.teachologyai.com/tech-stack): Technologies used across projects - [About](https://www.ai.teachologyai.com/about): Company story, leadership and certifications - [Careers](https://www.ai.teachologyai.com/careers): Open roles - [Full content for AI assistants](https://www.ai.teachologyai.com/llms-full.txt)