# Incub8Labs > Incub8Labs is a small, senior-led product engineering studio. We help ambitious founders and teams turn complex ideas into durable digital products—from 0→1 through scale and modernization. Canonical website: https://www.incub8labs.com Location: Dubai, United Arab Emirates; works globally across time zones. Contact: hello@incub8labs.com ## What Incub8Labs does - Product discovery and product strategy - UX and product design - Full-stack web and mobile product engineering - System and platform architecture - Cloud infrastructure and migrations - SaaS, multi-tenant systems, data products, and AI-enabled products - Software modernization and product expansion ## Engagement stages - 0 → 1 — Find the product: Turn an ambitious idea into a sharp product model, an executable plan, and the first production release. - 1 → 10 — Build the system: Create the architecture, workflows, and engineering rhythm that let a proven product grow without slowing down. - Beyond — Change without stopping: Modernize critical products, move infrastructure, or add major capabilities while the business keeps running. ## Why teams work with Incub8Labs - Senior practitioners stay directly involved from the first decision through delivery. - The studio combines product judgment, design, architecture, and engineering. - Delivery is visible through working software, regular demonstrations, and written decisions. - The team is intentionally small and works as an embedded product partner rather than a feature factory. ## Primary pages - [Home](https://www.incub8labs.com): Positioning, selected work, operating model, team, and engagement stages. - [Work](https://www.incub8labs.com/work): Index of product engineering case studies. - [Contact](https://www.incub8labs.com/contact): Project enquiry form and engagement FAQ. - [Legal and privacy](https://www.incub8labs.com/legal): Terms, privacy, data retention, and cookie policy. ## Selected work - [MediBlock](https://www.incub8labs.com/work/mediblock): Turning fragmented credentialing into a connected product system. An ongoing product engineering partnership spanning product, web, backend, healthcare data, cloud infrastructure, and automation. - [Nimblr](https://www.incub8labs.com/work/nimblr): Building the programmable foundation for insurance to behave like software. Product and platform engineering across customer journeys, insurance operations, serverless APIs, cloud infrastructure, and smart-contract execution. - [White Glove Events](https://www.incub8labs.com/work/white-glove-events): Connecting discovery, planning, and delivery for a high-touch events business. A live brand, enquiry, content, and private vendor-recommendation platform built around how planners and clients work. - [Allo Docteur](https://www.incub8labs.com/work/allo-docteur): A clearer front door to care at home. A clear, trustworthy website for a different model of private medical care. - [Warburg Serres Investments](https://www.incub8labs.com/work/warburg-serres): Connecting investor, analyst, and fund operations in one platform. An end-to-end platform for investor onboarding, portfolio visibility, fund operations, research, NAV, and reporting. - [TablePulse](https://www.incub8labs.com/work/tablepulse): Building restaurant intelligence from the menu outward. An Incub8-owned product connecting AI-assisted menu setup, guest QR journeys, ordering, restaurant operations, and a measurable recommendation loop. - [Cãna](https://www.incub8labs.com/work/drink-cana): Connecting every bottle to a digital identity. A connected-bottle system combining NFC, cloud software, and selective blockchain records. ## Detailed case studies ### [MediBlock](https://www.incub8labs.com/work/mediblock) Engagement: 2021 → Present. Stage: Beyond. Status: Ongoing partnership. Scope: An ongoing product engineering partnership spanning product, web, backend, healthcare data, cloud infrastructure, and automation. Incub8Labs contribution areas: - Product direction & experience: Turning domain complexity into clear workflows, product boundaries, and usable experiences for providers and healthcare organizations. - Web product engineering: Building the provider and organization-facing applications used for onboarding, profiles, documents, forms, reports, and collaboration. - Backend & platform architecture: Designing APIs, domain services, data models, permissions, audit trails, and real-time capabilities that can expand with the product. - Healthcare data systems: Modeling provider data and creating ingestion, normalization, enrichment, and lookup systems around public healthcare sources. - Cloud infrastructure: Operating versioned AWS infrastructure for applications, databases, identity, storage, queues, encryption, networking, and observability. - Workflow & document automation: Reducing manual work through configurable forms, PDF packs, document processing, reminders, reporting, and asynchronous workflows. - AI-assisted processing & search: Applying language and vision models where they improve document understanding, entity matching, and information retrieval. - Security, reliability & operations: Strengthening tenant boundaries, sensitive-data handling, releases, health checks, monitoring, and day-to-day engineering operations. Status context: MediBlock remains an active work in progress. As the product grows, Incub8 continues to help across its product experience, application architecture, data systems, automation, infrastructure, and operational foundations. ### [Nimblr](https://www.incub8labs.com/work/nimblr) Engagement: March 2022 → May 2023. Stage: 0 → 1. Status: Completed. Scope: Product and platform engineering across customer journeys, insurance operations, serverless APIs, cloud infrastructure, and smart-contract execution. Incub8Labs contribution areas: - Insurance domain architecture: Translating projects, pooled capital, isolated risk pockets, premiums, cover, professional roles, claims, and lifecycle states into a coherent model. - Backend & API platform: Building versioned serverless services, schema validation, queryable operational records, network orchestration, and scheduled lifecycle jobs. - Smart-contract engineering: Implementing and evolving Algorand contracts for registries, projects, pools, pockets, cover, staking, rewards, and settlement operations. - Customer product journeys: Helping build wallet-connected flows for buying cover, allocating capital, monitoring positions, participating in claims, and receiving payouts. - Operations & administration: Creating tools to configure insurance products, review applications, manage claims, and inspect contracts, balances, and network state. - Cloud & delivery systems: Establishing environment-aware AWS infrastructure, authentication, storage, secrets, scheduled processing, CI/CD, and release workflows. - Platform evolution: Moving from the initial risk-pool architecture to a more modular v1.1 model without treating the first system design as permanent. - Verifiable certificates: Generating cover and stake certificates, anchoring their metadata, and coordinating transfer through customer-authorized wallet flows. Status context: The result was more than a decentralized application. It was an extensible insurance product system connecting customers, operators, capital, contracts, and claims across several distinct product surfaces. ### [White Glove Events](https://www.incub8labs.com/work/white-glove-events) Engagement: February 2026 → Present. Stage: 0 → 1. Status: Live · Maintained. Scope: A live brand, enquiry, content, and private vendor-recommendation platform built around how planners and clients work. Incub8Labs contribution areas: - Service & experience design: Translating a relationship-led planning process into clear journeys for prospective clients, planners, administrators, and recommendation recipients. - Brand & web experience: Designing and building the responsive public experience across services, team, gallery, vendor positioning, and contact. - Structured event intake: Creating a guided enquiry around event type, timing, location, scale, style, priorities, investment range, and contact details. - Content operations: Giving the team authenticated control over imagery, galleries, testimonials, founders, team members, users, and reusable page assets. - Vendor intelligence: Building a private, searchable vendor directory with categories, tags, contacts, addresses, and internal notes. - Curated client delivery: Connecting enquiries to ordered vendor lists and named, expiring links that expose only the partners selected for that client. - Platform engineering: Implementing the full-stack application, data model, authentication, media storage, administration, analytics, and deployment foundation. - Search & agent readiness: Building page metadata, canonical URLs, structured data, crawl controls, social previews, a sitemap, and machine-readable site guidance. Status context: White Glove Events now uses the public website, structured enquiry, content-management, vendor-management, and private client-sharing workflows in its day-to-day service. The product connects discovery, internal knowledge, and client delivery without asking customers to experience the operational complexity behind them. ### [Allo Docteur](https://www.incub8labs.com/work/allo-docteur) Engagement: Website strategy & build. Stage: 0 → 1. Status: Completed website. Scope: A clear, trustworthy website for a different model of private medical care. Incub8Labs contribution areas: - Service positioning: Turning home visits and telemedicine into a proposition patients could quickly understand without oversimplifying the care itself. - Information architecture: Organizing services, expectations, practical details, and company information around the questions patients were likely to have. - Patient journeys: Shaping clear paths from an initial health concern to understanding the available care and deciding what to do next. - Trust & credibility: Giving physician credentials, care expectations, follow-up, and service information deliberate places in the experience. - Responsive web design: Designing for patients searching from phones, where healthcare-service discovery is often immediate and highly intentional. - Website development: Building the responsive digital experience and translating the content and interaction model into a usable website. - Booking pathways: Keeping the route toward an appointment visible and contextual without making the experience feel aggressively transactional. - Content foundation: Creating a structure that could explain services, answer recurring questions, and grow with the company’s public presence. Status context: The result was a focused digital presence that helped patients understand what Allo Docteur offered, decide whether the service was relevant to them, and move toward an appointment with greater confidence. ### [Warburg Serres Investments](https://www.incub8labs.com/work/warburg-serres) Engagement: August 2018 → January 2023. Stage: Beyond. Status: Completed. Scope: An end-to-end platform for investor onboarding, portfolio visibility, fund operations, research, NAV, and reporting. Incub8Labs contribution areas: - Product & domain architecture: Turning investors, agreements, investments, movements, holdings, valuations, and reports into shared concepts, permissions, and workflows. - Investor onboarding: Coordinating profiles, KYC, required documents, agreement signing, money-movement status, administrative review, and account activation. - Investor portfolio experience: Giving investors a clear view of portfolio value, growth, activity, reports, agreements, and supporting documents. - Fund operations workspace: Supporting onboarding and investment approvals, portfolio maintenance, operational exceptions, document status, and administrative oversight. - NAV & valuation tooling: Creating repeatable calculations and period-based portfolio views from holdings, valuations, ownership, and transaction data. - Reporting & distribution: Generating monthly and quarterly investor reports from platform data, then reviewing and distributing approved outputs. - Analyst research workspace: Enabling shared notes, research, and collaboration around portfolio companies and investment context. - Full-stack platform engineering: Building web applications, APIs, integrations, role-based authentication, and the AWS foundation carrying the product. Status context: The platform grew from an early product foundation into an end-to-end operating environment for investors, analysts, and fund administrators. Onboarding, valuation, research, reporting, and portfolio visibility evolved against one connected model rather than as isolated tools. ### [TablePulse](https://www.incub8labs.com/work/tablepulse) Engagement: January 2026 → Present. Stage: 0 → 1. Status: Pilot · In progress. Scope: An Incub8-owned product connecting AI-assisted menu setup, guest QR journeys, ordering, restaurant operations, and a measurable recommendation loop. Incub8Labs contribution areas: - Product discovery & positioning: Evolving the idea and identity from Dinely into a broader restaurant-intelligence product, then shaping the pilot around the questions that matter most. - Brand, UX & design system: Designing the marketing, restaurant, operational, kitchen, and guest experiences as one coherent product family. - AI-assisted menu ingestion: Turning imperfect PDFs and photos into normalized, operator-reviewed categories, items, prices, descriptions, and dietary information. - Restaurant & menu platform: Building organizations, restaurants, menus, pricing, availability, tags, add-ons, promotions, and publishing lifecycles. - Guest QR & ordering: Creating instant, no-account browsing, preferences, item decisions, customization, cart behavior, ordering, and service requests. - Floor & kitchen operations: Connecting dining areas, tables, sessions, staff, service state, order routing, tickets, and kitchen-display workflows. - Analytics & recommendations: Capturing anonymous behavior, generating weekly evidence-backed opportunities, tracking actions, and comparing what happens next. - Platform, cloud & pilot delivery: Operating APIs, workers, data, authentication, object storage, infrastructure, deployment environments, invites, demos, feedback, and maintenance. Status context: TablePulse remains a work in progress and is being shaped through an invite-only pilot. We are continuing to refine the path from an existing menu to a live restaurant workflow, strengthen floor and kitchen operations, and learn which insights become genuinely useful actions for operators. ### [Cãna](https://www.incub8labs.com/work/drink-cana) Engagement: 2019. Stage: 0 → 1. Status: Delivered · IP transferred. Scope: A connected-bottle system combining NFC, cloud software, and selective blockchain records. Incub8Labs contribution areas: - Product & technical discovery: Turning the connected-bottle idea into explicit questions about the scan moment, physical access, product data, user accounts, and future experiences. - Connected product architecture: Designing how the consumer application, backend, cloud database, NFC tag, and blockchain record would communicate. - Bottle identity model: Defining the product, bottling, blend, bottle, and provenance data needed to give each physical bottle a digital counterpart. - Blockchain feasibility: Evaluating network options, storage limits, transaction costs, and the practical boundary between permanent and changeable data. - Cloud & backend foundation: Building the service layer for product lookup, richer brand content, account infrastructure, and future application capabilities. - NFC interaction design: Working within a 144-byte tag and a protected bottle seal to make the post-purchase scan intentional and useful. - Proof-of-concept strategy: Reducing the first validation to a small set of bottles so the core interaction could be tested before committing to scale. - Delivery & IP transfer: Packaging the working product foundation and transferring its intellectual property to the founder for the product’s next stage. Status context: We completed the connected-product foundation and transferred the resulting product and intellectual property to Cãna. That gave the founder ownership of the architecture, implementation, and path toward future experiences. ## Suitable enquiries Incub8Labs is best suited to consequential 0→1 products, platforms reaching a growth inflection point, and critical systems that need to change without interrupting the business.