Portfolio — End-to-End Product Build

SCS Meeting Recorder
Built from scratch. Shipped to production.

We designed, built, and launched a complete AI-powered meeting intelligence product — Windows desktop app, cloud subscription platform, billing, compliance engine, and admin analytics — to demonstrate what a full-stack principal-led engagement looks like from first commit to live users.

One team, every layer Live and in production AI that works offline — no data leaves your machine
100%
Built in-house by SCS
4 min
Download to first recording
3-tier
Desktop · Cloud API · Database
13+
Jurisdictions with compliance

A complete AI meeting intelligence
product — not a prototype.

Most software agencies demo mock-ups. We built the whole thing: a Windows application that records your meetings, transcribes everything locally using AI so your audio never touches an external server, and produces a structured Word document with action items and decisions — in minutes, not hours.

Behind the app sits a full cloud platform: user accounts, Stripe subscription billing, a compliance engine that adapts to recording consent laws by location, remote feature controls, crash reporting, and an admin analytics dashboard that tracks growth and revenue. Every line was written by Scottsdale Cloud Specialists.
Time savings
Eliminate manual note-taking entirely
Meetings are transcribed automatically in the background. A structured summary — with decisions, action items, and attendees — is ready before participants have left the call. Teams averaging 8 meetings a week reclaim 3–4 hours of note-taking and follow-up time.
🔒
Risk reduction
Privacy-first AI — your audio stays local
Transcription runs on the user's own computer. For healthcare, legal, and financial services organisations handling sensitive conversations, this eliminates the data-sharing exposure that cloud-based transcription tools introduce.
⚖️
Legal compliance
Consent enforcement built into the product
Recording consent laws vary by state and country. The app detects the user's location and automatically enforces the correct workflow — two-party states, GDPR, UK, Canada — logging every event with a timestamp. This protects the business without requiring users to understand the law.
💰
Revenue infrastructure
Subscription billing, ready from day one
A complete billing integration handles free trials, monthly, quarterly, and annual plans, payment failures, and cancellations. A real-time admin dashboard shows subscriber counts, revenue trends, and plan mix — everything an operator needs to run a SaaS business.
🎛
Operational control
Change product behaviour without a code release
Features can be toggled on or off remotely for any region or user group without pushing an update. Version enforcement means users on outdated builds are automatically redirected to download the current release — protecting everyone from known issues.
📊
Business intelligence
Full visibility into product and user health
The admin dashboard tracks signups, active subscribers, churn, and feature adoption over 90-day rolling windows. Crash reports are surfaced by user so issues are resolved before customers notice them.

Every capability your project likely needs,
already proven in production.

This product was built as a deliberate showcase. If you are evaluating SCS for a software engagement, here is the evidence.

AI Integration
Working AI, not demos
Local speech-to-text and GPT-4 document generation are production-ready. We can apply the same patterns to your workflows — document processing, decision support, summarisation, or classification.
Full-stack product
From UI to cloud API
Desktop application, REST API, database, authentication, billing — all built and operated by one team. No handoffs between front-end, back-end, and DevOps contractors. One point of accountability.
Compliance engineering
Regulation as a feature
For healthcare, financial services, and legal clients, compliance cannot be retrofitted. We built a jurisdiction-aware consent engine as a first-class product feature. We bring the same discipline to HIPAA, SOC 2, and GDPR.
SaaS & billing
Monetisation infrastructure
If your project involves subscriptions or usage-based billing, we have the integration, webhook handling, and subscription lifecycle management built and tested — not theoretical.
Observability
Operate with confidence
Admin dashboards, crash tracking, and audit logs are not afterthoughts. We build the operational visibility that lets you run software as a business — not just ship it and hope.
Cloud infrastructure
Deployed, not just designed
The API and database run in production with persistent storage and automated deployments. The same patterns scale to AWS, Azure, or GCP for enterprise requirements.

The stack behind this product.

Every tool was chosen for reliability, fit for purpose, and long-term maintainability. These are the same categories of technology we bring to client engagements.

Front-end
Python CustomTkinter Windows 10 / 11
Back-end API
FastAPI Python 3.13 JWT Auth REST
Database
PostgreSQL SQLAlchemy ORM
Artificial Intelligence
OpenAI Whisper GPT-4o-mini Local inference GPU acceleration
Cloud infrastructure
Railway Persistent DB Auto-deploy
Billing & payments
Stripe Webhooks Subscription mgmt
Compliance & security
IP geolocation Consent audit log bcrypt 13 jurisdictions
Delivery & packaging
PyInstaller Windows Installer GitHub Releases

Seen enough? Let's talk about your project.

If you need a product built end-to-end — AI integration, cloud infrastructure, billing, compliance — this is what a principal-led SCS engagement looks like in practice.

Free tier — no credit card needed Windows 10 or 11 Running in under 2 minutes