{"schemaVersion":"1.0.0","updatedAt":"2026-09-02","company":{"name":"Brownsmith Dynamics","description":"Brownsmith Dynamics is an AI implementation agency that turns existing business workflows into reliable, governed AI systems connected to the tools, data, and people already doing the work.","positioning":{"category":"AI implementation agency and AI systems integrator","corePromise":"Brownsmith Dynamics turns existing business workflows into reliable AI-enabled systems.","implementationApproach":"Workflow-first, governed AI connected to the tools, data, people, and controls already used by the business.","commercialOutcome":"Less manual coordination, faster decisions, more usable institutional knowledge, and systems the client can operate and extend as the business grows."},"canonicalUrl":"https://brownsmithdynamics.com","profiles":{"linkedin":"https://www.linkedin.com/company/brownsmith-dynamics/","googleBusinessProfile":"https://share.google/6dvxH2T7z38hFWDO5"},"founder":{"name":"Apnatva Singh Rawat","portfolio":"https://apnatva.dev","github":"https://github.com/apnatvar","role":"Founder and AI systems implementer"}},"services":[{"id":"ai-native-business-systems","name":"AI-Native Business Systems","description":"Brownsmith Dynamics documents, structures, and connects existing business systems so approved AI products and automated workflows can interact with them more reliably.","url":"https://brownsmithdynamics.com/services/ai-native-business-systems"},{"id":"ai","name":"AI Implementation","description":"We turn a defined business workflow into a working AI-enabled system connected to the information, software, decisions, and handoffs your team already relies on. The work starts with the current process: who owns it, where the information lives, what slows it down, which decisions require judgement, and what should happen when the normal path breaks.","url":"https://brownsmithdynamics.com/services/ai-implementation"},{"id":"website","name":"Web Development","description":"We design, write, build, and launch clear, fast websites that explain the offer, support search and conversion, and connect cleanly with the business systems behind them. A website can start small and still be structured well: clean content, visible contact paths, search-ready pages, and a path into booking flows, content systems, or internal tools.","url":"https://brownsmithdynamics.com/services/web-development"},{"id":"automation","name":"Business Automation","description":"We turn recurring intake, follow-ups, status updates, summaries, reports, and handoffs into workflows that are easier to track. Automation is added where it saves time without hiding responsibility. AI is used when it improves drafting, retrieval, routing, or decision support.","url":"https://brownsmithdynamics.com/services/automation"},{"id":"software","name":"Custom Software","description":"For teams outgrowing spreadsheets, chat threads, and generic software, we build focused dashboards, portals, internal tools, and AI-assisted workflows. The first release stays practical: clear records, role-aware screens, useful workflows, and a maintenance path that fits the team.","url":"https://brownsmithdynamics.com/services/custom-software"},{"id":"mcp-development","name":"MCP Development","description":"We add a Model Context Protocol layer that can let compatible AI agents find approved business information, answer customer questions, and use selected shopping or communication actions without requiring the customer to find and navigate your website first. This creates a new route into the business, not a replacement for the website. Product information, permissions, confirmations, analytics, and human handoffs must stay current and controlled. MCP can improve access, but it does not guarantee search ranking, inclusion in a particular AI product, or a sale.","url":"https://brownsmithdynamics.com/services/mcp-development-for-businesses"},{"id":"legacy","name":"Legacy Modernisation","description":"We can modernise older systems without forcing an unnecessary full rebuild. That can mean improving a frontend, consuming existing APIs, connecting to Laravel or PHP systems, rebuilding selected sections, or designing a phased migration around what still works.","url":"https://brownsmithdynamics.com/services/legacy-modernisation"},{"id":"data","name":"Data and Reporting","description":"We turn inconsistent files, manual reporting, and disconnected data movement into clearer operational flows. Validation, cleaning, storage, scheduled reporting, and dashboards stay explicit so the business can understand where its numbers come from and how they move.","url":"https://brownsmithdynamics.com/services/data-orchestration-reporting"},{"id":"seo-geo","name":"SEO, AEO and GEO","description":"We implement page structure, metadata, content, schema, and internal links so buyers, search engines, and AI assistants can understand and find the business. Good visibility starts with useful structure: plain language, clear page hierarchy, and content tied to how real buyers ask for help.","url":"https://brownsmithdynamics.com/services/seo"},{"id":"performance-marketing","name":"Performance Marketing","description":"We use campaign, audience, website, and sales data to plan and run marketing, then improve the landing pages, automations, reporting, and handoffs that turn attention into qualified demand. Marketing experience is connected with landing pages, automations, reporting, and product or offer improvements so attention can move through a clearer customer journey.","url":"https://brownsmithdynamics.com/services/performance-marketing"},{"id":"technical-writing","name":"Technical Writing","description":"We turn services, products, systems, and workflows into writing that buyers, operators, and technical teams can understand. The output can support sales, onboarding, search, support, or internal handoff without sounding inflated or hiding the technical reality.","url":"https://brownsmithdynamics.com/services/technical-writing"}],"products":[{"id":"website-conversation-engine","name":"Web Conversation Engine","description":"A customised website chatbot that handles more leads without human intervention, answers from approved business content, qualifies intent, and routes valuable conversations.","url":"https://brownsmithdynamics.com/products/website-conversation-engine"},{"id":"private-model-infrastructure","name":"Private Model Infrastructure","description":"A self-hosted foundation for teams that need tighter control over models, documents, automations, and internal knowledge.","url":"https://brownsmithdynamics.com/products/private-model-infrastructure"},{"id":"workflow-automation-hub","name":"Workflow Automation Hub","description":"A configurable automation layer that connects business apps, messages, calendars, documents, databases, and model-assisted agents into repeatable workflows.","url":"https://brownsmithdynamics.com/products/workflow-automation-hub"},{"id":"data-intelligence-workbench","name":"Data Intelligence Workbench","description":"A business data layer that cleans, validates, catalogues, analyses, and visualises information from spreadsheets, databases, APIs, and operational systems.","url":"https://brownsmithdynamics.com/products/data-intelligence-workbench"},{"id":"growth-intelligence-platform","name":"Growth Intelligence Platform","description":"A marketing operations layer for search visibility, content planning, publishing, optimisation, repurposing, and brand-consistent production.","url":"https://brownsmithdynamics.com/products/growth-intelligence-platform"},{"id":"workforce-intelligence-suite","name":"Workforce Intelligence Suite","description":"A workforce platform for hiring support, onboarding, training, skills visibility, performance cycles, goals, and policy access.","url":"https://brownsmithdynamics.com/products/workforce-intelligence-suite"},{"id":"contract-compliance-desk","name":"Contract & Compliance Desk","description":"A legal operations workspace for contract review, clause comparison, policy drafting, redaction, research support, and compliance monitoring.","url":"https://brownsmithdynamics.com/products/contract-compliance-desk"},{"id":"industrial-operations-platform","name":"Industrial Operations Platform","description":"A manufacturing operations platform for quality inspection, warehouse optimisation, procurement forecasting, supply chain visibility, production scheduling, and equipment monitoring.","url":"https://brownsmithdynamics.com/products/industrial-operations-platform"},{"id":"healthcare-operations-workbench","name":"Healthcare Operations Workbench","description":"A healthcare operations workbench for administrative workflows, medical coding support, patient follow-up, hospital dashboards, pharmacy workflows, and radiology routing.","url":"https://brownsmithdynamics.com/products/healthcare-operations-workbench"},{"id":"learning-operations-platform","name":"Learning Operations Platform","description":"An education operations platform for student performance analysis, attendance monitoring, course building, assignment review, learning paths, and educator dashboards.","url":"https://brownsmithdynamics.com/products/learning-operations-platform"},{"id":"security-operations-console","name":"Security Operations Console","description":"A security operations console for log analysis, threat detection, anomaly review, event correlation, dashboards, and incident triage.","url":"https://brownsmithdynamics.com/products/security-operations-console"},{"id":"property-intelligence-suite","name":"Property Intelligence Suite","description":"A real estate operations suite for property search, valuation support, rental analysis, portfolio management, tenant support, and lease review.","url":"https://brownsmithdynamics.com/products/property-intelligence-suite"},{"id":"commerce-intelligence-platform","name":"Commerce Intelligence Platform","description":"A commerce platform for catalogue management, inventory intelligence, product recommendations, dynamic pricing support, merchandising reports, and ERP or ecommerce integration.","url":"https://brownsmithdynamics.com/products/commerce-intelligence-platform"},{"id":"screen-context-assistant","name":"Screen Context Assistant","description":"A context-aware desktop assistant that understands the active screen, identifies the application and completes small approved changes without forcing the user to leave their workflow.","url":"https://brownsmithdynamics.com/products/screen-context-assistant"},{"id":"prompt-composer","name":"Prompt Composer","description":"A configurable Chrome extension for reviewing, formatting, and reusing prompts directly inside compatible web 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No advanced programming background is required.","url":"https://brownsmithdynamics.com/courses/building-an-ai-native-business"},{"id":"mvp-building","name":"MVP Building for Founders","description":"Turn an idea into a product that can be built, tested, and evaluated without allowing the first version to become the entire company.","url":"https://brownsmithdynamics.com/courses/mvp-building"},{"id":"product-design","name":"Product and Interface Design","description":"Design an MVP that users can understand, navigate, and trust before spending time polishing its visual details.","url":"https://brownsmithdynamics.com/courses/product-design"},{"id":"frontend","name":"Frontend for Founders","description":"Understand the part of the product users see, the decisions that shape it, and the warning signs of a fragile implementation.","url":"https://brownsmithdynamics.com/courses/frontend"},{"id":"backend","name":"Backend for Founders","description":"Understand how an application processes rules, protects actions, communicates with services, and responds when something fails.","url":"https://brownsmithdynamics.com/courses/backend"},{"id":"databases","name":"Databases for Founders","description":"Learn how product data is structured, protected, changed, exported, and recovered.","url":"https://brownsmithdynamics.com/courses/databases"},{"id":"infrastructure","name":"Infrastructure and Deployment","description":"Understand where software runs, how it reaches users, what it costs, and who is responsible when it stops working.","url":"https://brownsmithdynamics.com/courses/infrastructure"},{"id":"ai-assisted-building","name":"AI-Assisted Product Building","description":"Use conversational AI, vibe-coding platforms, coding agents, skills, and agent systems as parts of a controlled product-development workflow.","url":"https://brownsmithdynamics.com/courses/ai-assisted-building"},{"id":"testing","name":"Testing and Quality Assurance","description":"Test interfaces, APIs, workflows, permissions, limits, and failure cases before users discover the problems.","url":"https://brownsmithdynamics.com/courses/testing"},{"id":"security-operations","name":"Security, Ownership, and Operations","description":"Protect the product, retain control of critical accounts, and prepare the system to be maintained after launch.","url":"https://brownsmithdynamics.com/courses/security-operations"},{"id":"designing-work-for-ai-agents","name":"Designing Work for AI Agents","description":"Turn loosely understood work into a bounded agent workflow with explicit context, tools, approvals, tests, and accountable human review.","url":"https://brownsmithdynamics.com/courses/designing-work-for-ai-agents"},{"id":"self-hosting-open-source-applications","name":"Self-Hosting Open-Source Applications","description":"Move from a maintained open-source repository to a secure, containerised VPS deployment that can be operated, updated, backed up, and recovered.","url":"https://brownsmithdynamics.com/courses/self-hosting-open-source-applications"}],"contact":{"email":"contact@brownsmithdynamics.com","emailUrl":"mailto:contact@brownsmithdynamics.com","meetingUrl":"https://cal.com/brownsmith-dynamics/initial-scoping","whatsappUrl":"https://wa.me/918791414856?text=Hi%2C%20found%20this%20through%20the%20Brownsmith%20Dynamics%20website.%20I%20was%20hoping%20you%20could%20be%20of%20help."},"documentation":{"llms":"https://brownsmithdynamics.com/llms.txt","ai":"https://brownsmithdynamics.com/docs/ai","structuredData":"https://brownsmithdynamics.com/api/public-business-information","mcpPage":"https://brownsmithdynamics.com/mcp","mcpEndpoint":"https://brownsmithdynamics.com/api/mcp"},"mcp":{"status":"Private Testing Only: Not Publicly Available","transport":"Streamable HTTP","endpoint":"https://brownsmithdynamics.com/api/mcp","readOnly":true,"authentication":"Production access requires a private bearer token issued by Brownsmith Dynamics.","limitations":["The MCP server is not available for public production use at this time.","The server exposes public Brownsmith Dynamics information only.","It cannot send email, create meetings, access private systems, or change business data.","Draft enquiries are returned as text for the visitor to review and send."]}}