Data architectureJobs

...Database: PostgreSQL • Background jobs: Celery / BullMQ / equivalent • Frontend: React (admin dashboard) • AI: OpenAI API or Azure OpenAI • Hosting: Dockerised, cloud-ready Non-functional Requirements • Clean architecture • Clear separation of concerns • Good error handling and logging • Secure handling of API credentials • Well-documented setup and deployment ⸻ Deliverables • Backend service with API endpoints • Admin web interface • Database schema and migrations • Trustpilot + AI integration • Dashboard with metrics • Basic documentation (setup, config, architecture) ⸻ Project Scope & Phasing We expect this to be built in phases: Phase 1 (MVP) • Review ingestion &...

...following principles: 1. Invoice validation is the core function 2. Buying prices are immutable (append-only) 3. Full historical traceability is required 4. Invoices and credit notes are never edited 5. Explicit human approval is required for price changes 6. Mobile is for overview and decisions, desktop for configuration 7. The system must reflect real supplier behavior ⸻ 3. High-Level Architecture The system must be delivered as a single web-based application with: • Backend API • Relational database • Email ingestion service • PDF / OCR processing • Responsive frontend (mobile-friendly) • Role-based authentication Deployment may be cloud-based. Technology choices can be proposed by the developer but must support the requirements b...

Drafter 2D/3D

Designing camping site

Trenger seriøse og "rimelige" designere og software architecture.

...statistics about a particular bus/train line or multiple users. Servers and train computers should be located on our virtual servers (“Goonhilly” / “The Lizard” ) and use relevant DBMSs – either PostgreSQL, mySQL or SQLite. It is however acceptable to use a number of a team’s portable computers as train computers. The prototype should focus and demonstrate the potential of your proposed architecture. Especially the future shift to image recognition should be as seamless as possible. It is fully acceptable (and recommended) that security and tamper issues are left to coming prototypes. Equipment provided - 'Goonhilly' and 'The Lizard' – two servers running at a separate network. - A virtual server pr g...

...statistics about a particular bus/train line or multiple users. Servers and train computers should be located on our virtual servers (“Goonhilly” / “The Lizard” ) and use relevant DBMSs – either PostgreSQL, mySQL or SQLite. It is however acceptable to use a number of a team’s portable computers as train computers. The prototype should focus and demonstrate the potential of your proposed architecture. Especially the future shift to image recognition should be as seamless as possible. It is fully acceptable (and recommended) that security and tamper issues are left to coming prototypes. Equipment provided - 'Goonhilly' and 'The Lizard' – two servers running at a separate network. - A virtual server pr g...

Drove 3d models

Design for villa

...Modular and extensible architecture Code must be: Clean Documented Suitable for future expansion We will provide: Functional specifications UX references Network assumptions (IP ranges, device logic) Important Notes This project is a first prototype intended for: Internal validation Investor demonstrations Long-term collaboration is possible NDA and IP protection will be required Ideal Candidate Proven experience with: Real-time control systems Networked devices Technical UX Ability to discuss architecture, not just write code Comfortable working with a senior broadcast audio specialist When Applying, Please Include Relevant past projects (especially control panels or technical dashboards) Short explanation of how you would approach the system a...

I’m expanding my agency’s engineering capacity and need a senior-level developer who can take full ownership of system architecture while still being hands-on with code. The immediate mandate is to design, build, and maintain production-ready applications for multiple clients, weaving AI-powered features and automation into scalable, resilient back-ends. Primary focus System architecture is the heart of this role. You’ll translate business requirements into technical blueprints, choose the right patterns, and implement them end-to-end—covering data models, service boundaries, CI/CD pipelines, and observability. Daily work you’ll lead • Crafting and reviewing architecture diagrams and technical specs • Coding core s...

Deliverables: • Updated schematic including Hub/Laptop MODE_SEL switch (logic-level MCU GPIO). • MODE_SEL switch placed on the upper rear border, centered. • No change to existing power architecture. • Updated PCB layout reflecting the switch addition. • Updated BOM. • Gerber / fabrication files ready for manufacturing and firmware handoff. Acceptance: All files delivered; MODE_SEL present in schematic and PCB.

...need full user authentication with clear role separation—Admin and User—implemented with Spring Security (JWT or another proven token strategy). Beyond wiring the login flow, I also want advice on best-practice password storage, CSRF protection, and anything else you see fit to lock things down. Where I need your help: • Designing the Spring Boot architecture, setting up entities, repositories, and REST controllers for CRUD operations on head-count data. • Building the authentication layer and protecting endpoints according to the two roles. • Developing the primary React views (dashboard, employee list, detail modals) alongside equivalent lightweight HTML pages so both flavours stay in sync. • Reviewing my ideas as we go, suggesting ...

...organisations - other service-based businesses The AI receptionist will handle voice and text conversations, collect information, store and analyse data, and assist administrators through an AI-powered admin panel. This is a serious SaaS project. It is NOT a basic chatbot or a simple HTML website. --- SYSTEM OVERVIEW: The system will: - run on Google Cloud Platform (GCP) - use Cloud Run for backend services - integrate OpenAI APIs for AI reasoning and speech - integrate Vonage Voice API for outbound calls - support prepaid usage-based billing - provide strong data isolation and privacy Each client (organisation) must have fully separated data storage and configuration. --- TECHNICAL REQUIREMENTS: BACKEND: - Google Cloud Platform (GCP) - Cloud Run (container-...

I need a full-function Android social networking application built from the ground up. The core idea is simple: let users create accounts, build a profile, connect with others, and share content in real time. I’m looking for a clean, modern UI that takes advantage of native Android components, built ...to moderate content Everything should follow current Android design guidelines and run flawlessly on the latest two OS versions. I’ll provide brand colors, iconography, and any copy once the framework is in place. Source code, build instructions, and a brief handover walk-through are required for final acceptance. If you’ve shipped social or community apps before and can demonstrate clean architecture, responsive UI, and secure authentication, I’d love to see...

I need to migrate to OVHcloud in Quebec. The primary goal for this move is better data locality and compliance. Key Requirements: - Expertise in Odoo and OVHcloud - Experience with data compliance regulations - Strong migration planning and execution skills Ideal Skills: - Cloud migration experience - Knowledge of data locality requirements - Familiarity with OVHcloud services and architecture Please provide a detailed plan and past experience with similar projects.

...are looking for an experienced Product Design Engineer (Mechanical + Electrical) to lead the prototyping of a high-end, silent benchtop cocktail machine. Unlike traditional machines, this device relies on solid-state physics rather than mechanical moving parts to replicate the thermodynamics of a professional bartender. We have a complete Product Requirements Document (PRD) and preliminary architecture. We need you to take these requirements and build a fully functional "looks-like, works-like" prototype. The Engineering Challenge: The device replaces mechanical shaking and stirring with precision energy application. You will be engineering a system that integrates: Ultrasonic Cavitation (40kHz): For instant emulsification. Thermodynamics: High-power Peltier (TEC) m...

BaseTend is seeking an experienced Zoho Specialist to help design, integrate, and extend our Zoho ecosystem across multiple brands. This role is both strategic and hands-on, covering Zoho architecture, automation, and advanced integrations. A strong portion of this role involves AI and automation tooling, including ChatGPT-style workflows and external orchestration platforms. This is not a one-off task. We are intentionally looking for a long-term working relationship. Core Responsibilities Architect, configure, and optimize our Zoho infrastructure (Zoho One environment) Integrate ChatGPT / OpenAI (MCP-style workflows, APIs, or assistants) into Zoho applications Manage and connect multi-brand operations within Zoho (CRM, Creator, Desk, Projects, Books, etc.) Build and maintain...

I'm looking for an experie...Style guide (colors, typography, spacing, icons) Basic interactive prototype demonstrating main user journeys Source files organized in logical folders/pages Assets exported as needed (icons, illustrations) Ideal Freelancer Proven experience designing travel, booking, or enterprise productivity apps Strong portfolio showing modern UI/UX work Excellent understanding of information architecture Experience with complex data display and card-based layouts Knowledge of accessibility standards Available for 1-2 rounds of revisions based on feedback Good communication skills for understanding requirements Timeline Target completion: 2-3 weeks from project start Looking forward to seeing creative, functional designs that will make business travel ...

I need high-quality CGI images for client presentations. The style should be classic contemporary, showcasing intricate furniture details, stunning lighting effects, and key architectural features. Ideal Skills and Experience: - Expertise in CGI and 3D rendering - Strong portfolio in classic contemporary design - Attention to detail in furniture, lighting, and architecture - Experience with client presentation materials Looking for a professional who can deliver visually compelling and accurate representations of interior designs.

We are building a Web3 ecosystem that combines NFT trading, DeFi features, decentralized gaming, and staking — powered by our own utility token. We are looking for a skilled Web3 developer to: Clone and run our existing project (Bitbucket repo) Review the codebase and landing page Provide clear technical feedback and improvement suggestions Suggest architecture, security, and performance enhancements This is a paid test task. If your feedback and skills meet our expectations, we will offer a long-term remote position (full-time or part-time). Serious and experienced developers only.

We are building a Web3 ecosystem that combines NFT trading, DeFi features, decentralized gaming, and staking — powered by our own utility token. We are looking for a skilled Web3 developer to: Clone and run our existing project (Bitbucket repo) Review the codebase and landing page Provide clear technical feedback and improvement suggestions Suggest architecture, security, and performance enhancements This is a paid test task. If your feedback and skills meet our expectations, we will offer a long-term remote position (full-time or part-time). Serious and experienced developers only.

I already have two complete app concepts: every screen, interaction and asset is designed, documented and ready to hand over. What I need now is the engineering muscle to turn those polished Figma files into production-ready Flutter applications that run smoothly on both iOS and Android. Both apps share a common backend. The REST endpoints, data models and authentication flow are all mapped out, so your focus will be wiring the UI to those services, managing state cleanly and ensuring offline resilience where needed. I expect pixel-perfect implementation of the provided designs, faithful reproduction of the planned user journeys and thoughtful handling of edge cases across devices. Deliverables • Full Flutter codebase for the two apps, structured for reuse of shared compone...

...clean, so every screen—from the product gallery to the checkout flow—should feel streamlined and intuitive on both desktop and mobile. Core scope • Design: High-fidelity mock-ups, responsive layouts, and a coherent brand style that aligns with “modern and clean.” • Development: Front-end (React, Vue, or similar), back-end (Node.js, Django, or comparable), relational database, and solid API architecture. • Key feature: a reliable shopping cart and checkout system with real-time price updates, multiple payment gateways, and confirmation emails. • QA & deployment: automated testing, performance tuning, and push to a cloud provider such as AWS, Azure, or DigitalOcean with CI/CD configured. • Handover: source code in a pr...

...need built: • A clean, distraction-free catalog of intermediate routines (think 10-, 20- and 40-minute flows). • In-app video playback with controls for pausing, rewinding and casting to bigger screens. • A simple schedule or “My Sessions” area so users can bookmark favorite flows and pick up where they left off. I’m focused on nailing the intermediate content first, but I’d like the architecture to be flexible enough to add beginner or advanced tracks later without rebuilding the whole thing. Deliverable acceptance: a working iOS/Android build (React Native or Flutter preferred, but I’m open) that streams at least three sample videos from a local or cloud source, plus documented code and setup instructions so I can grow the li...

...experienced software developer to join me as a technical partner on the development of an AI-integrated desktop application, from MVP through to initial launch. This is not a contract-only role. For the right person, there is an opportunity to take on a meaningful equity stake, reflecting long-term involvement in architecture, implementation, and product evolution. The product is a stateful, non-trivial application that integrates AI as an interactive system component. It requires careful data modelling consistency management, and thoughtful UX for extended use. This is not a marketing website or a thin wrapper around an API. Core requirements: Experience building desktop applications (Electron, Tauri, .NET, Qt, etc.) Strong backend and system-design skills Practical expe...

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...chatbot replies or short-form posts, so coherence, correct structure (abstract, introduction, methods, results, discussion, references), and domain-appropriate terminology matter more to me than conversational flair. You’re free to choose the underlying architecture—transformer-based models such as GPT-like variants, T5, Llama, or your own hybrid approach—so long as the final pipeline consistently produces high-quality drafts that read like genuine medical research. I will supply example papers and any additional datasets you ask for; you handle data preparation, fine-tuning, and the evaluation strategy to verify that outputs remain factual, logically organised, and plagiarism-free. Deliverables I expect: • A trained model checkpoint with an acco...

...chatbot replies or short-form posts, so coherence, correct structure (abstract, introduction, methods, results, discussion, references), and domain-appropriate terminology matter more to me than conversational flair. You’re free to choose the underlying architecture—transformer-based models such as GPT-like variants, T5, Llama, or your own hybrid approach—so long as the final pipeline consistently produces high-quality drafts that read like genuine medical research. I will supply example papers and any additional datasets you ask for; you handle data preparation, fine-tuning, and the evaluation strategy to verify that outputs remain factual, logically organised, and plagiarism-free. Deliverables I expect: • A trained model checkpoint with an acco...

...enterprise benchmarking. 2. Project Objectives Support centralized management for 2–5 hotels globally Enable mixed portfolio operations (hotels and serviced accommodation) Deliver enterprise-grade PMS and ERP capabilities Ensure strong financial controls, compliance, and scalability Provide open integrations and modern cloud architecture 3. Scope of Work Software licensing or SaaS subscription Cloud hosting and infrastructure Implementation, configuration, and data migration Third-party integrations Training, documentation, and ongoing support 4. PMS Functional Requirements Reservations, front desk, and housekeeping management Multi-property and centralized inventory control Distribution and channel connectivity Guest profiles, CRM, and communications Revenue mana...

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...confirmation Emergency call feature Boosting & Commission System Internal boosting system Commission-based boosting Social media data or cookie-based boosting logic Entertainment & Utilities Live TV (local and international) Live cricket and football score view Live radio Live weather updates Technical Requirements Custom signaling server Custom media server or streaming pipeline Strong experience with low-latency audio and video systems Understanding of SFU and MCU architectures Mobile App: Flutter, React Native, or Native Android and iOS Backend: Node.js, Go, or Rust (proposal-based) Database: PostgreSQL, MongoDB, Redis Scalable and secure architecture (microservices preferred) Secure wallet and affiliate system Full source code and technical...

...layouts • Direct bank feeds: pull transactions via secure bank APIs and reconcile automatically • Tight payroll integration so salary journals post without manual touch AWS architecture expectations A serverless first approach (Lambda, API Gateway, DynamoDB or Aurora Serverless, S3, Cognito, EventBridge) is preferred for scalability and cost control, but I’m open to your recommendation if you can justify an alternative. CI/CD through CodePipeline or GitHub Actions should deliver zero-downtime deployments, and infrastructure must be reproducible with CloudFormation or Terraform. Deliverables 1. Solution architecture diagram and tech stack decision document 2. Fully deployed MVP in my AWS account, reachable through a React or Angular SPA 3. Sour...

...Business order intake for HORICA (chicken supplier). Scope: WhatsApp Business API integration, OTP phone verification, parse incoming orders, approval routing, auto-create production jobs, delivery scheduler, admin dashboard, logging, and deployment. Deliverables: working integration, admin UI, documentation, templates. Project ~3-4 weeks. Please provide portfolio of WhatsApp/API projects, proposed architecture, timeline, and quote....

...stable or complete payloads Front-end templates cannot reliably render data Festival date occurrences logic is missing or incomplete Sub-event ingestion is missing Admin UI does not fully control working data End-to-end validation with supplied datasets has failed In short, the visual layer exists, but the core data pipeline and API contracts are incomplete. Scope of Work The selected developer will be responsible for owning the backend and integration work end to end. Key responsibilities include: Environment stabilization Remove duplicate or conflicting custom plugins Select and enforce one canonical version of each plugin Resolve PHP fatal errors and runtime warnings Place all custom code under Git version control Data ingestion and schema alignment A...

...tasks—whether building core modules from scratch, ironing out bugs in the current codebase, or adding fresh features—will be clarified once you’ve had a chance to review the repository and discuss the roadmap with me. The stack is still flexible. If you’re comfortable working in Python/Django, JavaScript/Node.js, or PHP/Laravel, you’ll be able to slot in without friction; I care more about clean architecture, readable code, and timely communication than the exact framework. Here’s how we’ll proceed: • You’ll start with a brief code and requirements review. • We’ll finalise the immediate milestone, agree on an estimated timeline, and outline acceptance criteria together. • Deliverables will be pushed to a Git r...

...tasks—whether building core modules from scratch, ironing out bugs in the current codebase, or adding fresh features—will be clarified once you’ve had a chance to review the repository and discuss the roadmap with me. The stack is still flexible. If you’re comfortable working in Python/Django, JavaScript/Node.js, or PHP/Laravel, you’ll be able to slot in without friction; I care more about clean architecture, readable code, and timely communication than the exact framework. Here’s how we’ll proceed: • You’ll start with a brief code and requirements review. • We’ll finalise the immediate milestone, agree on an estimated timeline, and outline acceptance criteria together. • Deliverables will be pushed to a Git r...

...Project Description: RAIDN is an enterprise-grade project portal developed for CISCO to manage, monitor, and streamline internal project workflows, data processing, and user interactions across multiple teams. The platform is built using a microservices architecture to ensure scalability, high availability, and performance. Roles & Responsibilities: Designed and developed scalable backend microservices using Java and Spring Boot, following RESTful and domain-driven design principles. Implemented microservices architecture with inter-service communication and centralized configuration. Developed event-driven workflows using Apache Kafka for asynchronous data processing and system decoupling. Integrated Redis caching to improve application performance and r...

...configuration + caching strategy. 2. Navigation & Information Architecture (Structural Rebuild) Rebuild site menu into: • Solutions (by industry):  C&D  Food Processing  Mining/Quarrying  Organics/AD  Steel Structure • Shop  Baling & Wrapping  Conveyors  Crushers  Feeders & Hoppers  Magnets  Mobile Equipment  Picking Line  Product Destruction & Depackaging  Separation Technology  Solutions for Organics  Screens • About • Contact Us • Get a Quote (Primary CTA) 3. Quote & RFP Form (conditional logic) • Custom form with conditional fields: o Industry o Material stream o Throughput (TPH) o Footprint/space o Budget range o Timeline • Integrate with CRM (TBD) • Redirects, tracking, and email notifications...

...(Android & iOS) as well as a responsive web dashboard. The backend will be built using Node.js, while the frontend will use React.js for the web and modern frameworks for mobile development. Python-based AI services will be integrated to provide smart automation and insights. This project is intended as a long-term product, not a quick MVP, so code quality, scalability, security, and clean architecture are essential. Core Features: - User authentication & role-based access - Cross-platform Mobile App (Android & iOS) - Web application using React.js - REST / GraphQL APIs using Node.js - AI features using Python (recommendations, predictions, automation, or chatbot) - Admin dashboard for management & analytics - Secure database design & API integration - Clea...

...advanced financial data visualization and analysis platform with DRM protection and AI integration. The goal is to obtain a breakdown of costs and execution times based on the milestones presented here. Note: The platform must support a multi-language interface, allowing users to toggle between English and Spanish for navigation and system menus. Table of Contents 1. Frontend Architecture and Interface (SPA) 2. Backend, Infrastructure, and Data Pipeline 3. Security and DRM (Digital Rights Management) 4. Semantic Engine and AI Integration 5. Monetization and Ad Management 6. Development Plan for Quoting (Milestones) 7. Annex: Classification Logic and Nomenclature 8. Economic Proposal and Timeline 9. Payment Terms 10. Warranty and Post-Implementation Support 1. Fron...

...need from you • Analyse the existing codebase, map its modules, and propose an equivalent CodeIgniter architecture. • Rebuild the application inside CodeIgniter, keeping every existing screen, endpoint, and process intact. • Refactor common utilities into controllers, models, and views, following CodeIgniter best practices. • Thoroughly test the migrated app so that all current functionality works exactly as it does today. • Hand over the full CodeIgniter project with installation instructions and a concise migration report. Acceptance criteria 1. Application installs through CodeIgniter’s standard process with no fatal errors. 2. All existing user flows (login, billing, data entry, reports) behave identically to production. ...

...Responsibilities: Develop REST APIs using Node.js and Integrate third-party APIs / external services Connect APIs with React.js frontend Implement authentication systems (JWT, OAuth, API Keys, etc.) Handle data validation, error handling, and performance optimization Write clean and maintainable code Provide API documentation (Postman / Swagger preferred) Testing and debugging ✅ Required Skills: Strong experience in Node.js & Strong experience in React.js Experience working with third-party APIs Database knowledge (MongoDB / MySQL / PostgreSQL) Experience with RESTful API architecture Knowledge of authentication and security best practices Git version control experience ✅ Project Scope: API development for third-party application integration Frontend API integratio...

...things stand: • Catalogue is fully uploaded to Meta Commerce Manager. • Pixel and Conversions API are firing correctly. • Creative assets (static, carousel, short-form video) are waiting for a seasoned media buyer to put them to work. What I need from you is the full end-to-end execution: audience research that can hit local, national and international shoppers alike, strategic campaign architecture, ongoing optimisation, and clear reporting I can act on. If a structure of cold-warm-hot or advantage+ campaigns makes sense, run with it—just make sure the ROAS climbs week over week. Acceptance criteria 1. Campaigns live within three days of onboarding, using best-practice naming conventions. 2. Break-even ROAS surpassed within the first 14 days;...

I have secured a sloping site in the lower Himalayas and need a cohesive design package that marries local vernacular architecture with modern comfort. The brief covers two interconnected scopes: a gated community masterplan for vacation-oriented group housing and a set of hill-facing duplex villas. I want the visual language to stay firmly Traditional—stone façades, timber details, pitched roofs—and yet feel light, warm, and welcoming for short-stay guests. Scope of work • Site-responsive masterplan that respects the natural contours, optimises valley views, and clearly defines internal roads, pedestrian paths, and parking. • Concept and detailed layouts for 20–25 duplex villas, each with private decks overlooking the hills. • Integrat...

...us. Every page should feel like an invitation to explore our story rather than a hard-sell, so the tone needs to be warm, helpful, and unmistakably on-brand. Here’s how I see the work unfolding. First, we’ll map the site structure together—think a concise homepage that instantly positions the brand, an easy-to-scan About section, and supporting pages for services, FAQs, and contact. Once the architecture is agreed, I’ll rely on you to bring it to life with responsive design, intuitive navigation, and strong on-page SEO fundamentals. Clean typography, accessible colour choices, and fast load times matter just as much as engaging copy, so keep performance and usability front-of-mind throughout. The content itself must deliver real value. Visitors should le...

...clean, modern aesthetic. Also require a page demonstrating our association with Ergon () Key Objectives: Authority-Driven Design: Professional UI/UX that emphasizes our certifications (IADC, PTTEP, API RP4G, etc.) and technical expertise. Service Architecture: Dedicated, SEO-optimized landing pages for Drilling Rig Services, Lifting Equipment Certification, and NDT Inspections. Product Catalog: A clean, searchable display for our chemical product lines (e.g., ProOne Fuel Max), including technical data sheet downloads. Mobile Performance: Extreme optimization for field engineers accessing the site from remote rig locations with limited bandwidth. Lead Generation: Integration of specific "Request a Quote" and "Technical Inquiry" forms. Technical Re...

...either XMP sidecars or layered PSDs along with high-quality JPEG exports so I can review the before/after. I’ll supply the files through a shared cloud folder and expect the edited versions back the same way. Turnaround of about a week from hand-off is ideal. To help me choose quickly, show me past work—before-and-after samples where you fixed horizons, corrected lens distortion, or straightened architecture are perfect. Acceptance criteria • Horizon straight within ±0.1° • Vertical and horizontal perspectives visually accurate, no keystoning • Lens distortion removed without cropping essential content • Original resolution maintained, edits non-destructive If that fits your skill set, I’m ready to send the images right ...

I’m looking for a developer who can build a social-networking web application from scratch. The core idea is to let users create profiles, post updates, follow friends, and exchange private messages—nothing overly complex at first, but the foundations should be solid enough to grow. Here’s what I need delivered: • A respons...Deployment scripts or documentation for hosting on a mainstream cloud platform (AWS, GCP, or Azure). I’ll provide branding assets and wireframes once we start. Code quality, clear commits, and concise setup instructions are essential because I’d like to continue building on your work after this first release. If you’ve launched social platforms before—or have strong opinions on tooling and architecture—let ...

...focus. CORE CONCEPT (IMPORTANT) The AI system does not live inside Outlook It does not auto-send emails to clients It does not directly integrate with CRM It operates as a separate, offshore server Communication happens only via email You remain in full control (approve/send manually) This separation is intentional for: security compliance cognitive separation long-term scalability HIGH-LEVEL ARCHITECTURE (HOW IT WORKS) Components Dedicated Email Address Example: assistant email Hosted on: Microsoft 365 shared mailbox or Google Workspace or Mailgun / Postmark inbound email Offshore Server (Your AI System) Hosted on AWS / Azure / DigitalOcean You pay and own this server No dependency on your Outlook account AI Processing Engine Reads inbound emails Classifies intent Stores stru...