The client needed to turn an early MVP into a stable and scalable mobile product while working with limited resources and several independent teams responsible for development, design, and content.Main challenges:<ul><li>An early MVP required a stronger technical foundation for further development.</li><li>The product had to combine AI-generated content, video, quizzes, galleries, and interactive learning in one mobile experience.</li><li>AI interactions needed to be designed with child safety, privacy, and age-appropriate use in mind.</li><li>Media-heavy educational content created additional performance challenges, particularly around video loading and application responsiveness.</li><li>Several distributed teams had to coordinate their work around a shared product vision and development roadmap.</li></ul>

AI-powered cultural learning platform for children, 3D globe and AI companion

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AI-Powered Cultural Learning Platform for Children

An AI-powered mobile learning platform that helps children explore countries and cultures through interactive lessons, videos, quizzes, and conversations with an AI companion.

The client came to us with an early concept and MVP of a cultural learning platform designed for children under 13. The idea was to turn screen time into an engaging educational experience where children could discover countries, learn about different cultures, and develop curiosity and openness toward the world.We joined the project at the discovery stage and helped transform the initial concept into a structured mobile product. The platform combines AI-generated educational content, gamified learning, interactive lessons, and an AI companion, creating a learning environment designed specifically for children.

AI Companion

Interactive Lessons

3D Interactive Globe

Child-Friendly Onboarding

Gamified Learning

Cross-Platform Mobile Experience

SDA helped build an AI-powered mobile app that teaches children about world cultures through interactive lessons, videos, quizzes, and an AI companion.

AI-Powered Cultural Learning Platform for Children | SDA

Product Discovery & Technical Foundation

Mobile Learning Application

AI-Powered Learning Experience

Interactive Lessons & Gamification

Performance Optimization & Beta Preparation

Digital Marketplace

From product strategy to development, we built a marketplace designed to simplify how restaurants, suppliers, and distributors discover and connect with each other.

SDA designed and built a digital marketplace that helps restaurants, suppliers, and distributors in the meat and seafood industry discover and connect with each other.

A Marketplace for the Meat & Seafood Industry | SDA

Bringing a dozen operational domains under one roof — without losing the detail each of them needs — is a hard, wide-surface problem. The team focused on three things:<ul><li>One source of truth. Unify finance, delivery, people, and client data so every report draws from the same numbers, with a clear audit trail behind them.</li><li>Private by design. Add a genuinely useful AI layer that answers questions about the business while keeping the underlying data inside the customer's own perimeter.</li><li>Delivery at scale, fast. Build and ship a platform of this breadth on a timeline that a traditional team would struggle to match.</li></ul>Agentic development was the answer to the third: AI agents working in parallel to write, test, and review code, backed by an automated test suite and strict quality checks on every change.

Atlas ERP unified operations dashboard with a private AI layer

Atlas ERP

Most companies run on a dozen disconnected tools — finance in one, delivery in another, people and clients somewhere else. SDA built Atlas ERP, a single operations platform that brings them together and adds a private AI layer on top, so teams get answers from their own data without ever handing it to a third-party model.

The starting point was a problem nearly every growing company shares: the data that runs the business is spread across a dozen tools that do not talk to each other. Finance lives in one system, project delivery in another, and people, recruiting, and client relationships in a few more. Getting a straight answer means exporting spreadsheets and stitching them together by hand.SDA built Atlas ERP to prove a different model: one operations platform that unifies these domains into a single source of truth, with a private AI layer on top that works on your own data. Instead of sending sensitive information to an outside model, the platform uses a bring-your-own-key approach — your key, your data, kept inside your business.The platform is real and running in production across people, delivery, finance, and client operations, and it is designed to be deployed for a single organization at a time, with each deployment fully isolated.

Unified operations

Private AI, your key

One financial source of truth

Connected to your tools

Secure by design

Runs on AWS

SDA built a unified operations platform for finance, delivery, people, and clients — with a private AI layer that runs on your own data under your own key.

Atlas ERP — Unified Operations Platform with a Private AI Layer | SDA

One platform, one source of truth

A private AI layer, under your own key

Built with agentic development

A modern foundation that runs on AWS

One platform in place of a dozen disconnected tools, a private AI layer that keeps company data inside the business, and a build approach — agentic development on AWS — that turns a multi-year roadmap into a shipping product.

The client needed a centralized digital platform for the precious metals industry to connect producers and dealers in a shared data infrastructure.Main challenges:<ul><li>Producers and dealers forced to work with fragmented, uncoordinated data about thousands of products</li><li>Product catalogs quickly become outdated as products are updated annually</li><li>New product launches delayed due to manual workload</li><li>No standardized system for managing product information, images, release dates, and metadata</li><li>Lack of intelligent detection for yearly product variations</li></ul>

Precious Metals Data Platform

A master product data platform for the precious metals industry, connecting producers and dealers through a shared digital infrastructure.

A master product data platform built for the precious metals industry, designed to connect producers and dealers through a shared digital infrastructure. The platform serves as a centralized hub for managing and distributing product information such as coin and bar specifications, images, release dates, and metadata across multiple stakeholders worldwide.The system introduces two dedicated interfaces: a Producer Portal, where mints can upload, manage, and schedule new product data using embargo and release dates, and a Dealer Portal, where dealers can access standardized product information, monitor updates through a dynamic to-do list, and discover new launches relevant to their business. Intelligent heuristics automatically detect yearly product variations, enabling efficient catalog updates without manual version control.

Producer Portal

Dealer Portal

Intelligent Heuristics

Centralized Data Hub

Case: Precious Metals Data Platform | SDA

precious-metals-data-platform

Master Product Data System

Intelligent Version Control

Cloud Infrastructure on AWS

The client needed ongoing support and maintenance for their intelligent voice bot platform.Main requirements:<ul><li>Maintain and support the voice bot service that makes calls and answers calls</li><li>Ensure the AI maintains natural conversations like a real person</li><li>Handle voice interactions and call management</li><li>Support the platform infrastructure and ensure reliable operation</li></ul>

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Intelza

An intelligent voice bot that makes calls, answers calls, and maintains conversations like a real person using advanced AI technology.

Intelligent voice bot that makes calls and maintains conversations like a real person.

Intelza (ELZA) is an intelligent voice bot that makes voice calls to mobile phones, answers calls, and maintains conversations like a real person.The platform simulates human-like communication, allowing businesses to automate customer interactions, make outbound calls, and handle incoming calls with natural, conversational AI.ELZA can engage in meaningful conversations, respond to questions, and interact with users just like a human would, providing 24/7 automated voice communication capabilities.

Voice Call Automation

Natural Conversations

24/7 Availability

Human-like Interaction

Intelza (ELZA) is an intelligent voice bot that makes calls to mobile phones, answers calls, and maintains conversations like a real person.

Case: AI Voice Bot Platform | SDA

intelza-voice-bot

Platform Support & Maintenance

AI Voice Technology

Infrastructure Management

AI voice bot that maintains natural conversations like a real person.

The client needed to integrate affiliate tracking for partner sales on their website and in Stripe, ensuring proper tracking of subscription and payment events.Main challenges:<ul><li>Partner sales and subscriptions were not automatically tracked</li><li>Difficulty controlling and analyzing partner effectiveness</li><li>Need to integrate FirstPromoter with website and Stripe checkout</li><li>Requirement to pass affiliate codes and subscription/payment events</li><li>Ensuring accurate tracking across multiple touchpoints</li></ul>

Fitness and Nutrition Platform

An all-in-one fitness and nutrition platform offering personalized calorie targets, recipes, and home workout programs to help users achieve their health goals.

An all-in-one fitness and nutrition platform designed to help users achieve their health goals through personalized guidance and convenient tools. The platform sets individualized calorie and macro targets, offers quick and easy fitness-friendly recipes, and provides home workout programs that require no gym.Users can log their food intake, track progress with analytics, and stay motivated through weekly check-ins and coaching calls. The app also fosters a supportive community and includes a structured fat loss program, giving users all the resources they need in one place to simplify their fitness journey and maintain accountability.

Personalized Targets

Recipe Library

Home Workouts

Progress Tracking

Affiliate Integration

An all-in-one fitness and nutrition platform offering personalized calorie targets, recipes, and home workout programs to help users achieve their goals.

Case: Fitness and Nutrition Platform | SDA

fitness-nutrition-platform

FirstPromoter Integration

Affiliate Tracking System

Stripe Checkout Integration

The client was managing a multi-location home care business and needed to replace manual spreadsheet workflows with an automated reporting system.Main challenges:<ul><li>All key metrics and financial data had to be collected manually from Google Sheets and QuickBooks</li><li>Time-consuming manual data entry and reporting processes</li><li>High risk of human error in financial calculations</li><li>No centralized view of KPIs across multiple locations</li><li>Need for role-based access to ensure schedulers, sales, and executives see only relevant data</li><li>Supporting growth from 4 to 6 locations required scalable solution</li></ul>

Home Care Dashboard Platform

A custom dashboard and reporting solution for multi-location home care businesses, automating KPIs, financials, and role-based access.

A custom dashboard and reporting solution designed for a multi-location home care business. The platform replaces manual spreadsheet workflows by integrating data from WellSky Personal Care and QuickBooks, automating reporting and reducing human error.The system visualizes key KPIs such as hours delivered, new starts, margins, revenue, COGS, and net profit, while role-based access ensures schedulers, sales, and executives see only the data relevant to them. Built to support growth from 4 to 6 locations, the platform provides a scalable, centralized system that saves time and enables faster, data-driven decision-making.

KPI Visualization

System Integration

Role-Based Access

Multi-Location Support

Case: Home Care Dashboard and Reporting Platform | SDA

home-care-dashboard-platform

Centralized Dashboard

Role-Based Access Control

Scalable Architecture

The client came to us with an incomplete MVP for their AI-powered educator platform that needed to be finished quickly before launch.Main challenges:<ul><li>Incomplete MVP with unfinished key functionalities like Google Sign-In</li><li>Performance issues and latency problems due to N8N-based architecture</li><li>Limited full-time developer availability</li><li>Tight deadline of just a few weeks to deliver a pilot for 350 teachers in early August</li><li>Need to secure funding to expand the team and develop the full application</li></ul>

HeyBodhi

An AI-powered chat platform that supports teachers' emotional well-being and professional growth through personalized guidance and solutions.

Successfully completed MVP and launched pilot for 350 teachers in time for the deadline.

HeyBodhi is an AI-powered chat platform designed to support teachers' emotional well-being and professional growth.Through a conversational interface, it provides personalized guidance, practical tips, and solutions tailored to each teacher's experience and needs. The platform features agentic personas that offer emotional support, celebrate professional achievements, and assist with generating instructional materials.Additional tools include daily check-ins, organized educational resources, and a user profile that adapts interactions based on contextual information.

AI-Powered Chat Interface

Agentic Personas

RAG Technology

Daily Check-ins

HeyBodhi is an AI-powered chat platform that supports teachers' emotional well-being and professional growth through personalized guidance.

Case: AI-Powered Educator Support Platform | SDA

heybodhi-ai-platform

MVP Completion & Optimization

AI Architecture Enhancement

Pilot Deployment

AI-powered platform with RAG technology providing personalized support to educators.

The client came with an idea and basic understanding but lacked technical implementation and needed an MVP to show investors and quickly test the business model.Main challenges:<ul><li>No MVP available to show investors</li><li>Need to quickly test the business model</li><li>Requirement for secure, scalable, and production-ready solution</li><li>Need for payment processing with Stripe Connect</li><li>Employment verification using Truework</li><li>AI-driven executive matching required</li><li>UX optimizations needed for onboarding, job posting, and communication flows</li></ul>

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Executive Talent Marketplace

An online marketplace connecting startups and small businesses with experienced part-time executives, featuring AI-driven matching and employment verification.

An online marketplace designed to connect startups and small businesses with experienced part-time executives, offering flexible leadership solutions without the cost of full-time hires. The platform allows companies to create profiles, post jobs, and match with executives based on strategic needs and industry fit.The current development phase focuses on building a secure, scalable, and production-ready solution. Key components include Stripe Connect for payments and payouts, Truework-based employment verification, AI-driven executive matching, and UX optimizations to improve onboarding, job posting, and communication flows — all aimed at ensuring a smooth and reliable launch.

AI-Driven Matching

Stripe Connect

Employment Verification

Company Profiles

Optimized UX

An online marketplace connecting startups and small businesses with experienced part-time executives, featuring AI-driven matching.

Case: Executive Talent Marketplace | SDA

executive-talent-marketplace

Discovery and Requirements

MVP Development

Basic Analytics

Payment Integration

The client came to us with just an idea and basic understanding of the market, needing to quickly create an MVP to attract users and investors.Main challenges:<ul><li>No existing product that matched the market's specific needs</li><li>Need to quickly build MVP to attract users and investors</li><li>Required Discovery phase to define product and technical vision</li><li>Need for scalable architecture to support future growth</li><li>Mobile-friendly design requirement for directory functionality</li></ul>

MeatMap

A mobile-friendly directory website that connects users with local meat and seafood markets, steakhouses, and BBQ restaurants.

Successfully built MVP from scratch and launched the platform to market, enabling the client to attract users and investors.

MeatMap is a clean, mobile-friendly directory website designed to connect users with local meat and seafood markets, steakhouses, and BBQ restaurants.The platform features advanced search and filtering by location and category, interactive map pins showing business locations, and individual listing pages with contact details and external links.For business owners, the platform includes an admin panel for managing listings and blog content, along with analytics tools to track traffic and user engagement per listing. The scalable solution is designed to support future additions like subscriptions, affiliate links, and a mobile app with matching functionality.

Advanced Search & Filtering

Interactive Map

Business Listings

Admin Panel

Analytics & Tracking

MeatMap is a mobile-friendly directory website that connects users with local meat and seafood markets, steakhouses, and BBQ restaurants.

Case: MeatMap Directory Platform | SDA

meatmap-directory-platform

Discovery Phase

MVP Development from Scratch

Mobile-Friendly Design

Scalable architecture built to support future growth and feature additions.

The client needed a centralized system to manage data for senior care facilities but lacked the tools to efficiently track and analyze market information.Main challenges:<ul><li>No tool available to track competitor pricing and service costs</li><li>Data collection required hiring people to manually call companies</li><li>No ability to analyze information in a convenient format</li><li>Fragmented data storage across multiple sources</li><li>Need for real-time market visibility and insights</li></ul>

Senior Care Management Platform

A secure web-based system designed to streamline operations for senior home administrators, enabling facility registration, pricing management, and market analytics.

A secure, web-based system designed to streamline operations for senior home administrators. The platform allows admins to register new facilities, set pricing, manage detailed information, and assign dedicated managers for personalized oversight.The system provides up-to-date visibility into the nursing home market, offering a scalable foundation for efficient senior care facility management. It includes user profiles, an admin portal for centralized control, and full responsiveness across desktop and mobile devices.

Facility Registration

Market Analytics

Automated Data Updates

A secure web-based system designed to streamline operations for senior home administrators, enabling facility registration and pricing management.

Case: Senior Care Management Platform | SDA

senior-care-management-platform

Centralized Data Platform

Analytics Dashboard

Market Integration

The client came to us with a legacy desktop application built on .NET and C++ that was limited to Windows users only, preventing broader market access.Main challenges:<ul><li>Desktop product worked only on Windows, limiting user base</li><li>No subscription model for regular access to financial signals</li><li>Need to migrate legacy models to a modern web platform</li><li>Requirement for mobile and desktop responsiveness</li><li>Some algorithms initially hardcoded in JavaScript needed proper integration</li></ul>

Stock Market Forecasting Platform

A web-based stock market forecasting platform that delivers prediction signals through a subscription model, built by adapting legacy models from desktop solutions.

A web-based application for stock market forecasting, built by adapting legacy models from an existing desktop solution. The platform delivers prediction signals through a subscription model, providing users with a lightweight forecasting tool accessible from any device.The MVP version enables financial experts and traders to access forecasting algorithms and receive prediction signals through a responsive web interface, ensuring mobile and desktop compatibility while maintaining the core functionality of the original desktop application.

Subscription Model

Legacy Model Integration

Data Lake Integration

Responsive Design

A web-based stock market forecasting platform delivering prediction signals via subscription, built by adapting legacy desktop models.

Case: Stock Market Forecasting Platform | SDA

stock-market-forecasting-platform

Data Lake Implementation

Legacy Code Migration

Subscription System

Responsive Web Platform

The company wanted to re-engineer a health management platform to connect to additional pandemic screening and diagnostic testing methodologies, including PCR testing, providing an integrated point-of-need solution, and resulting in additional revenues on a fee-per-test basis.To scale their commercial partnerships with airports, labs, pop up clinics, corporate and commercial clients, they needed a scalable, automated, and secure software solution.

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healthtech management platform

health management system

diagnostics-health-platform

A health management system for rapid pandemic screening and diagnostic testing methodologies.

A Canadian-based healthtech management platform that supports a variety of testing (antibody, antigen, etc.) of different manufacturers and is well poised to test the existence of antibodies of vaccinated people.Despite increased vaccination worldwide, COVID-19 screening was fundamental to managing international travel and reduction of asymptomatic transmission, making the solution competitive and in-demand.

Testing Database

Platform Dashboard

Reports

A health management system for rapid pandemic screening and diagnostic testing methodologies. Explore the full case study.

Case: Health Platform for Rapid Diagnostics | SDA

In order to streamline the platform launch, the client was looking for additional resources to support their team during the MVP development.Main goals:<ul><li>To augment the team with skilled software developers</li><li>To add several features to the platform</li><li>To spin the beta version to production</li></ul>

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Aircraft Engines

A digital platform for aero engine trading and leasing and professional networking that streamlines the aviation business.

An aero-engine aftermarket platform that connects all aero engine aftermarket stakeholders in one place for leasing engines and engine sales.The platform is aimed to simplify the aero-engine lease and sale processes with available tools like a marketplace, a social network-based communication system and documentation management.

Profiles

Integrated CRM

Social Network Tools

Available Engines

Document Management

Multiple Users Access

A digital platform for aero engine trading and leasing and professional networking that streamlines the aviation business. Explore the full case study.

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