# Thinktoshare > Official Thinktoshare business agent. We are among the IT specialists to lead the change when it comes to AI, cloud and over 20 kinds of digital… ## Ask it a question Thinktoshare answers for itself at https://api.hailera.com/mcp/thinktoshare. A client that speaks MCP can connect to that address; the tool is ask_thinktoshare and the protocol is 2026-07-28. Where this file and the agent disagree, the agent is current. ## About Thinktoshare ThinkToShare ThinkToShare provides digital transformation consulting and technology solutions globally, with expertise in AI, cloud, and more than 20 kinds of digital transformation services. Approach - Custom approach: Solutions are tailored to real business problems. - Data-driven development: Products are designed to be data-driven and market-conscious. - Cutting-edge technology: Projects are treated as opportunities to pursue innovation. - Scalable solutions: Business solutions are designed to support continued growth. ThinkToShare states that it has more than 10 years of IT industry experience, has served more than 300 clients, mastered more than 35 industries, and works with more than 20 technologies. Source: https://thinktoshare.com ## What Thinktoshare does ThinkToShare provides DevOps integration for software development and delivery. Its practices include continuous integration, continuous delivery, and Infrastructure as Code (IaC). Services - DevOps consulting - DevOps strategy - DevOps integration and delivery - DevOps monitoring - DevSecOps implementation - Project recovery The company describes DevOps benefits including operational scalability, data security, reduced software development lifecycles, improved quality, continuous testing, feedback, monitoring, and continuous delivery. Its DevOps approach follows a cycle of planning, development, testing, and deployment. ThinkToShare states that its software solutions are customized and that DevSecOps practices are used throughout software development lifecycles. Source: https://thinktoshare.com ## Where Thinktoshare works Lists Miami and Enterprise as a location. Areas beyond these are not published. ## Hours and contact Contact ThinkToShare For suggestions or queries about ThinkToShare and its services, contact the company at contact@thinktoshare.com. Locations and Contact Details USA 78 SW 7th St, Miami, FL 33130 Phone: +1 (914) 768-1404 India Research and Development Center Noapara Bi Lane, Shyamnagar, 24 Parganas (N). Po: Garulia, Noapara, Shyamnagar, Kolkata Phone: +91 9883 2602 19 The contact page invites visitors to schedule a call, contact the team through Skype or WhatsApp, or submit an inquiry form. The form includes options for service inquiries, partnership opportunities, media or PR, and other areas of interest. Source: https://thinktoshare.com ## AI Redaction Case Study AI-Powered Client Information Redaction Microservice ThinkToShare created a custom AI data-redaction microservice for a reputed customer call and communication services company. The service supports BPOs, call centres, customer outreach businesses, IT consultancy companies with client grievance departments, and marketing firms. Challenge and Solution The company needed to share call recordings with B2B clients for training while protecting sensitive information. ThinkToShare developed an AI and LLM-based microservice that creates redacted versions of recordings by omitting sensitive information such as names, addresses, financial information, and other specified details. The client could customize redaction parameters and integrate the service with existing systems. The solution included LLMs, microservices, dashboard optimization, software development, DevOps, and database development and management. Redaction Process - A call recording is created after a customer call. - The system is initialized. - Configured sections are redacted and censored. - The completed recording is made available through the microservice dashboard. The case study states that redaction generally takes under a minute, with an average processing time of 30 seconds, and reports accuracy ranging from 95% to 100%. Reported results include 100% reaction accuracy, 210% training recording delivery, and 250% call-data information security. Source: https://thinktoshare.com ## AI and ML Solutions ThinkToShare provides custom AI integration, AI implementation, machine learning, and generative AI solutions for businesses. Services - AI/ML strategy consultation - AI app development - Generative AI implementation - Enterprise AI integration - Large Language Model (LLM) implementation - AI MVP development The company works with technologies and models including OpenAI ChatGPT, Whisper, DALL-E, Stable Diffusion, GPT-4, Llama 3, PaLM 2, and Google Gemini. Its AI work combines deep learning, machine learning, generative AI, self-trained ML models, automatic speech recognition, and text-to-image models. AI Development Process The stated process includes discovery, planning, development, and deployment and support. ThinkToShare reports more than seven years of AI industry experience, 15 professional AI engineers, more than 250 projects, and 100% client happiness. Source: https://thinktoshare.com ## Cloud Solutions ThinkToShare provides cloud integration and consulting services covering cloud migration, cloud architecture design, cloud systems management, DevOps, and DevSecOps. Cloud Services - Cloud assessment consultation - Cloud migration - Cloud containerization using Docker and Kubernetes - Cloud architecture design - DevOps and DevSecOps - Cloud systems management with monitoring systems The company works with AWS, Microsoft Azure, and Google Cloud environments. Its cloud service models include Infrastructure as a Service (IaaS), Platform as a Service (PaaS), and Software as a Service (SaaS). Deployment Options - Public cloud - Private cloud - Hybrid cloud - Multi-cloud ThinkToShare emphasizes assessment, automation, security, compliance, risk assessment, resilient cloud environments, and minimizing client oversight during cloud integration and migration. Source: https://thinktoshare.com