Miami, FL — Technology Built Around People
User Experience (UX) · AI Analytics · Data Intelligence

We create, enhance
and simplify
user experience.

Virtuosa-AI designs and builds web and mobile platforms where User Experience (UX) is the foundation — not an afterthought. From how people collect data to how leaders act on it, every interaction is designed to be effortless. REDCap at the core. AI throughout.

Our UX Capabilities → View Live Dashboard
Create
New digital experiences
Enhance
Workflows with AI
Simplify
Complex data collection
User Experience (UX) DesignREDCap · PostgreSQL · MongoDB · Snowflake Real-Time Data StreamingAI Analytics for Big Data Python AutomationREST & GraphQL APIs JSON Data PipelinesReact · Flutter · Chart.js Adaptive AI InterfacesAWS · GCP · Azure Fabric · OCI MySQL · SQL Server · Salesforce · FirebaseMobile App Development User Experience (UX) DesignREDCap · PostgreSQL · MongoDB · Snowflake Real-Time Data StreamingAI Analytics for Big Data Python AutomationREST & GraphQL APIs JSON Data PipelinesReact · Flutter · Chart.js Adaptive AI InterfacesAWS · GCP · Azure Fabric · OCI MySQL · SQL Server · Salesforce · FirebaseMobile App Development
User Experience (UX) is the foundation of everything we build
We create new digital experiences, enhance existing workflows with AI, and simplify complex data collection — so the people who matter most to your program actually engage with it, complete it, and benefit from it.
Create
New experiences
Enhance
With AI
Simplify
Data collection
End-to-End Platform

One partner.
The complete loop.

From the moment a user opens your app to the moment a decision-maker reads the outcome — we design, build, and connect every layer. No handoffs. No gaps. No data lost between systems.

📱

Participant

A beautifully designed web or mobile app. Simple, guided, and AI-enhanced — built for the person using it.

UX-First Design
→
🗄️

REDCap

Secure, compliant data storage. Automatically populated via API — the participant never needs to know REDCap exists.

Automatic via API
→
📊

Live Dashboard

Real-time program intelligence. Metrics, trends, and AI-generated insights visible the moment data arrives.

Real-Time
→
🎯

Decision Makers

Program leaders, administrators, and stakeholders get the intelligence they need — in plain language, on demand.

Actionable Outcomes
User Experience (UX)

We don't just build software.
We design experiences.

Every product we build starts with one question: what does the person using this actually need? User Experience (UX) is not a feature we add at the end — it is the foundation every technical decision is built on.

Create
New digital experiences

Built from scratch for the people who use it

We design and build custom web and mobile applications purpose-built for your participants, patients, or users — not adapted from a generic template. Every screen, every interaction, every word is designed before a single line of code is written.

Custom web appsMobile appsUX design
Enhance
Existing workflows with AI

AI that makes every interaction smarter

We embed AI capabilities inside your platform that make every interaction faster, smarter, and more personal — adapting to each user in real time. Forms that complete themselves. Surveys that shorten based on answers. Interfaces that learn your users.

Adaptive AINatural languageVoice entry
Simplify
Complex data collection

Complex behind the scenes. Effortless for the user.

We take processes that feel complicated — clinical surveys, outcome reporting, program enrollment, research data entry — and make them feel effortless for the person doing them. What used to take 20 minutes and a training session takes 3 minutes on a phone.

REDCap-connectedAny deviceOffline-ready

Why UX investment pays off

📈
Higher completion rates

Participants finish what they start. A well-designed experience eliminates the friction that causes abandonment — reducing dropout and delivering more complete datasets.

✅
Cleaner data

A well-designed form produces fewer errors, fewer missing fields, and fewer corrections downstream. The data that reaches REDCap is complete, validated, and ready for analysis.

🕐
Lower support burden

When the interface is clear and the experience is intuitive, coordinators spend less time helping participants navigate it — and more time on the work that actually matters.

Web & Mobile Applications

The interface where
data meets people

We design and build the web and mobile applications that sit at either end of your data pipeline — collecting structured data from users on one side and displaying live intelligence on the other. All open source. Zero licensing fees.

We don't hand off at the API layer. We build the complete user-facing experience — from the first screen a participant sees to the last report a program director reads. One partner, the entire solution.

Whether it's a parent submitting a weekly check-in, a clinician entering session notes, or a program director reviewing outcomes before a funder meeting — we design every interaction to be clear, fast, and effortless.

UX-First DesignLive DashboardsiOS & AndroidWeb Applications100% Open Source
Re

React

Web apps · MIT License · Free

The most widely used open source framework for building web interfaces. We use React to build data collection forms, participant portals, and embedded real-time dashboards connected directly to your data pipeline.

Fl

Flutter

iOS & Android · BSD License · Free

One codebase, two platforms. Flutter builds native iOS and Android apps from a single project — ideal for field data collection, participant intake, and mobile dashboard access with full offline capability.

Cj

Chart.js

Embedded charts · MIT License · Free

Lightweight open source charting embedded directly inside React applications. Renders live data updates in real time without page reloads — the same library powering the live dashboards on this site.

Su

Apache Superset

Analytics BI · Apache License · Free

A fully open source BI platform connecting to any SQL database or warehouse — delivering interactive, shareable analytics dashboards with no per-user licensing cost, ever.

📋
Data Entry Applications

Custom web and mobile forms built around your data model — with validation, adaptive logic, and offline sync. Submits directly to REDCap or your pipeline via API on save.

📊
Embedded Live Dashboards

Analytics built directly inside your web app — not separate tools or iframes. React + Chart.js renders real-time data without page refresh.

📱
Cross-Platform Mobile Apps

Flutter apps for iOS and Android that collect data in the field, display live metrics, and sync bidirectionally — one build, both platforms.

🎨
UX & Interface Design

Design before code, always. We prototype and test the experience before building — because a well-designed form produces better data than a functional but confusing one.

🔌
API-First Architecture

Every application connects to your data layer via documented REST APIs — making it straightforward to extend, integrate, or evolve the front end independently as needs change.

♿
Accessible & Responsive

Applications that work on any screen and meet accessibility standards — so every user, whether on a desktop in a clinic or a phone in the field, gets a consistent, usable experience.

AI & Analytics

Intelligence that
works for people

AI inside our platforms doesn't replace the human — it removes friction for them. Every AI capability we build has one goal: make the person using your application more effective, more informed, and more engaged.

🔀

Adaptive Forms

AI shows only the questions relevant to each individual user based on everything entered so far — creating a shorter, more personal survey experience that dramatically improves completion rates.

Reduces survey fatigueReal-time logic
🎙️

Voice & Natural Language Entry

Participants speak or type in plain language — AI converts their responses into structured data that flows directly into your database. No dropdowns, no jargon, no confusion. Works with any platform.

Voice-to-dataNLPMobile-ready
⚠️

Risk & Anomaly Detection

Concerning or inconsistent responses are flagged in real time before reaching your database — enabling immediate follow-up and protecting the integrity of your program data across any platform.

Safety alertsData qualityReal-time
📝

Dashboard Narratives

AI generates plain-language summaries of program data — so non-technical stakeholders understand what's happening, what it means, and what action to take, without needing to interpret charts.

Plain-language insightsAuto-generated
🔔

Smart Reminders

AI learns each participant's behavioral patterns and sends reminders at the optimal personal time — not a mass notification blast. The right message, to the right person, at the right moment.

Behavioral AIHigher response rates
📈

Predictive Program Intelligence

Dashboards show not just current data but AI forecasts — predicted completion trajectories, at-risk participants, and outcome projections — so program teams can act before problems occur.

ForecastingProactive alerts
Database & Platform Integration

Any database. Any platform.
Seamlessly connected.

We integrate with the full spectrum of databases and data platforms — relational, NoSQL, cloud warehouses, CRM systems, and research platforms. REDCap is our specialty for clinical and research programs, but our integration capabilities extend to any system where your data lives.

Specialty
REDCap
Research & Clinical Data
The gold standard for HIPAA-compliant research data collection. Full API automation — push, pull, import, and export.
PostgreSQL
Open Source Relational
The world's most advanced open source relational database. Ideal for complex queries, custom schemas, and application backends.
MongoDB
Document / NoSQL
Flexible JSON-native document storage for applications that need to evolve fast without rigid schema constraints.
Snowflake
Cloud Data Warehouse
Petabyte-scale cloud analytics with near-zero maintenance. Ideal for large-scale reporting and multi-source data consolidation.
MySQL
Relational Database
The most widely deployed open source relational database — fast, reliable, and deeply supported across every stack.
Microsoft SQL Server
Enterprise Relational
Enterprise-grade relational database deeply integrated with Microsoft Azure, Power BI, and the broader Microsoft data ecosystem.
Salesforce
CRM & Platform Data
Full Salesforce API integration — connecting CRM data to dashboards, mobile apps, and AI analytics pipelines via REST and SOQL.
Firebase / Firestore
Real-Time / Mobile
Google's real-time NoSQL cloud database — ideal for mobile apps that need instant data sync across devices and offline capability.
REDCap — Deep Specialty

REDCap is the gold standard for secure, HIPAA-compliant research and program data — used by healthcare institutions, research universities, and grant-funded programs worldwide. We build the intelligent, user-friendly interface that sits in front of it. Participants get a beautiful app. REDCap gets clean, complete data. And we bring the same integration depth to every other database in our stack.

1
Participant opens your custom app

A beautifully designed web or mobile interface — not your database's default forms. The participant has no idea what system is behind it. They just see a simple, guided experience.

UX-FirstAny Device
2
AI processes the entry

Natural language is parsed, fields are auto-completed, branching logic adapts, and data is validated before it ever leaves the app — ensuring what reaches your database is clean and complete.

Claude AIPython
3
Data flows into your database via API

Python automation maps every field and imports structured JSON into the correct destination — REDCap, PostgreSQL, MongoDB, Snowflake, or any other platform — in real time. No manual entry, no CSV uploads.

REST APIPython
4
Live dashboards update instantly

The moment a record lands in your database, your program dashboard reflects it — metrics, completions, outcomes, and AI-generated insights visible in real time regardless of which platform stores the data.

Chart.jsReal-Time
5
Reports are always current

Data from your platform surfaces automatically into program or business reports — reducing the manual reporting burden and ensuring stakeholders always have the latest picture of outcomes.

AutomatedAlways Live
6
Write-back from any external source

Data collected through any external channel — a third-party survey, a partner system, a mobile field tool, or another database — flows back into your platform via API automatically.

API ImportPython
📥

Data In — Automated Import

Push structured records from your custom web or mobile app directly into any database via API — REDCap, PostgreSQL, MongoDB, Salesforce, or Snowflake. No manual uploads, no transcription errors.

📤

Data Out — Live Export

Pull records, reports, and data from any platform as JSON on any schedule — feeding live dashboards, AI models, and program reports the moment new data arrives.

📊

Real-Time Dashboards

Custom dashboards built on your data — updated live and designed for the people who run your program, regardless of which database or platform sits behind them.

📱

Custom App as the Front End

Your users never see your database's native interface. They use your branded, UX-designed app on any device. The database is the secure vault. Your app is the experience.

🔒

Security & Compliance by Design

All pipelines are built with data protection in mind — encrypted in transit and at rest, access-controlled, and auditable — preserving your platform's compliance posture across every integration.

Data Streaming & Movement

Data in motion —
always, instantly, everywhere

The foundation of any real-time platform is data that moves reliably the moment it's created. We design and build the complete data movement layer — from event capture to delivery — connecting every source to every destination.

⚡

Event Streaming

High-throughput, fault-tolerant pipelines using Apache Kafka, AWS Kinesis, and Google Pub/Sub. Capture data the moment it's entered and route it to dashboards, AI models, and databases with sub-second latency.

KafkaKinesisPub/SubEvent Hubs
🔄

Change Data Capture (CDC)

Capture every insert, update, and delete from your operational databases the moment it happens — no batch jobs, no lag. A continuous, real-time mirror of your source systems feeding your analytics layer.

DebeziumGoldenGateZero-lag
🌐

API-Driven Data Movement

Scheduled and event-triggered data pulls from any REST or GraphQL API — including REDCap. Python automation handles authentication, pagination, retry logic, and JSON transformation reliably.

RESTGraphQLPythonJSON
📦

JSON & Data Formats

JSON is the language of APIs and modern data systems. We handle JSON schema design, validation, transformation, and mapping — converting between JSON, Avro, Parquet, CSV, and XML without data loss.

JSONAvroParquetSchema Registry
🔀

ETL & ELT Pipelines

Extract, transform, and load workflows that move data from source systems into analytics-ready warehouses — with full orchestration, dependency management, error handling, and automatic retry.

AirflowdbtGlueDataflow
📋

Message Queuing & Routing

Decouple your systems with intelligent message queues — routing events to the right consumers, managing delivery guarantees, and ensuring no data is lost when downstream systems are temporarily unavailable.

SQSService BusRabbitMQEventBridge
Data Connector Architecture — Push & Pull
▼ Pull — Data Sources
🏥 REDCap
🗄️ PostgreSQL / MySQL
📦 MongoDB / Firebase
❄️ Snowflake / Redshift
🌐 REST & GraphQL APIs
💼 Salesforce / SQL Server
📊 EHR / EMR Systems
→
→
→
✦
Virtuosa-AI
Data Platform

Python · Kafka
REST APIs · JSON
Cloud Pipelines
AI Analytics

→
→
→
▲ Push — Destinations
📈 Real-Time Dashboards
🏥 REDCap (write-back)
🗃️ Data Warehouses
📦 NoSQL / Document DBs
📱 Mobile & Web Apps
🤖 AI Models & Agents
📧 Alerts & Notifications
Cloud Platforms

Every cloud —
streaming-native

We deploy data pipelines natively on whichever cloud you already run — or design a multi-cloud architecture that moves data seamlessly across all of them.

AWS

Amazon Web Services

Streaming & movement stack

The deepest streaming catalog in cloud — Kinesis for real-time ingestion, MSK for managed Kafka, EventBridge for event routing, and Lambda for serverless transformation at any scale.

Kinesis StreamsMSK (Kafka)EventBridgeSQSAWS GlueS3 Data LakeRedshift
GCP

Google Cloud Platform

Serverless streaming at petabyte scale

Pub/Sub for global event ingestion, Dataflow for serverless stream processing, and BigQuery streaming inserts for real-time analytics — auto-scaling with zero infrastructure to manage.

Pub/SubDataflowBigQuery StreamingEventarcCloud ComposerVertex AI
AZR

Microsoft Azure

Fabric-native analytics & streaming

Microsoft Fabric unifies real-time intelligence, data engineering, and Power BI in one platform. Event Hubs handles millions of streaming events per second with Stream Analytics for real-time processing.

Microsoft FabricEvent HubsStream AnalyticsService BusData FactorySynapse
OCI

Oracle Cloud Infrastructure

Enterprise CDC & real-time replication

GoldenGate delivers enterprise-grade change data capture and real-time replication. OCI Streaming provides a Kafka-compatible managed service for high-throughput event pipelines.

GoldenGate CDCOCI StreamingConnector HubData IntegrationAutonomous DW
Industries

Domain expertise
across key sectors

Great UX and reliable data intelligence look different in every industry. We bring both technical depth and domain context to every engagement — solutions that fit your world, not just your tech stack.

Core Specialty
🏥

Healthcare & Social Services

Grant-funded programs, early intervention, clinical research, HIPAA-compliant pipelines, REDCap integration, and outcome measurement for program funders and administrators.

🎓

Education

Student data platforms, program analytics, AI-powered learning insights, and district outcomes measurement including Miami-Dade public school intelligence.

💹

Financial Services

Real-time fraud detection, regulatory reporting, AI-driven risk scoring, and unified client data across CRM and core banking systems.

🛍️

Retail

Demand forecasting, inventory optimization, customer LTV modeling, and omnichannel personalization engines driven by real-time data.

🏨

Hospitality

Guest experience analytics, revenue management AI, loyalty data integration, and multi-property operational reporting in real time.

🏛️

Government & Public Sector

Open data platforms, constituent service analytics, smart city intelligence, and secure cloud migrations for public agencies.

⚖️

Legal & Professional Services

Document intelligence, contract analytics, due diligence automation, and LLM-powered research grounded in firm knowledge.

🏭

Manufacturing

Predictive maintenance, computer vision quality control, supply chain intelligence, and IoT sensor analytics at scale.

Live Analytics Demo

Miami-Dade County
Public Schools — Live Data

A working demonstration of our analytics platform — fetching real enrollment and performance data live from the Urban Institute Education Data API and NCES Common Core of Data, processed and visualized in real time using Chart.js with AI-generated insights from Claude.

M-DCPS Analytics Platform

Urban Institute CCD · NCES · FLDOE · Claude AI Insights

Fetching…
Sources: Urban Institute Education Data API · NCES CCD · Florida DOEInitializing…
Total Enrollment
loading
Graduation Rate
loading
Avg Daily Attendance
loading
Total Schools
loading
Enrollment Trend NCES CCD via Urban Institute
Subject Proficiency FLDOE
Attendance by School Type M-DCPS
Graduation Rate: District vs State FLDOE Cohort
SchoolTypeRegionEnrollmentAttendanceGrad RateFL GradeAI Status
✦
Fetching live data and generating AI insight…
Auto-refresh
every 5 min
Our Approach

Structured delivery,
lasting results

We move from discovery to production rapidly — leaving behind systems your team can own, extend, and build on independently.

01 — Discover

Discover

Map your users, your data landscape, and your outcomes. Define what to build and in what order to deliver real value quickly.

02 — Design

Design

UX prototypes, data models, API architecture, and AI workflows — reviewed and agreed before a single line of code is written.

03 — Build

Build

Deliver production-grade apps, pipelines, dashboards, and integrations — tested, version-controlled, and fully documented.

04 — Validate

Validate

UX testing, data quality checks, and stakeholder review before production. Every layer verified before go-live.

05 — Enable

Enable

Documentation, training, and optional managed services so your team owns it long-term. We build for independence, not dependency.

Blog

Insights on data,
intelligence & evaluation

Practical thinking on AI, data science, and the discipline of evaluating data honestly — written for program leaders, analysts, and anyone who wants technology that actually serves people.

Contact

Ready to build an experience
your users will love?

Tell us about your program, your participants, and your data challenge. We'll show you how we can create, enhance, and simplify the experience — from first interaction to final insight.

Start a Conversation → See Live Demo

Miami, Florida · virtuosa-ai.com · virtuosa-ai@gmail.com