Applied-AI product studio · US-based · since 2008
Applied AI, shipped to production.
We build
We build production AI systems — RAG, agents, and AI-content/AEO — and the modern web, commerce, and payments around them. Real products, live for real businesses.
Trusted by SeamlessChex, LiveHelpNow, HelpSquad & Electro-Mech — and the makers of aeocontent.ai.
Building software is hard. We make it predictable.
The problems every product team hits — and how we solve them.
Everyone struggles with delivery
We deliver outcomes, on time — a senior team with a built-in QA → UX → ship pipeline.
Everyone wants senior devs
Senior engineers who've worked together 15+ years — no juniors learning on your dime.
Everyone hates hiring
We provide the specialists you can't (or won't) hire — zero recruiting risk.
Everyone needs AI now
AI-native team, an internal AI Lab, and an AI-agent layer in everything we build.
Everyone is late on their roadmap
Predictable velocity — 2–3× faster with Claude Code + Cursor. Our pods ship the roadmap.
What we build
From AI agents and Web3 to fintech, cloud, QA and growth — one senior team, end to end.
AI · RAG & Agents
Grounded answers, not hallucinations. Multi-tenant RAG and agent systems that answer from your knowledge and cite their sources.
Learn more →AEO & GEO
Be the answer AI gives. We make your business visible and citable across ChatGPT, Claude, Perplexity and Google AI Overviews.
Learn more →Fintech & Payments
Money-movement software, built to bank-grade standards. ACH and eCheck platforms, developer APIs, fraud and KYC controls.
Learn more →Web & E-commerce
Fast, modern, found. Astro/Cloudflare sites and Shopify/headless commerce, with pixel-perfect migrations off Webflow and WordPress.
Learn more →Industrial & Document AI
Turn engineering documents into action. We ingest drawings, BOMs and manuals and generate cited, field-ready output.
Learn more →Cloud & Data Platforms
The backbone under it all. Multi-cloud infrastructure-as-code, vector and analytics data stacks, CI/CD, and disaster recovery.
Learn more →Blockchain, Web3 & Indexers
Decentralized apps and blockchain data indexers — Web3 interfaces, NFT/DeFi, node operation, and Subgraph/Substreams indexing.
Learn more →QA, Testing & Validation
AI-driven quality assurance — automated UI & API tests, LLM output validation, and regression protection in CI/CD.
Learn more →Fractional CTO
Senior technical leadership on demand — product strategy, architecture, AI roadmap, and delivery leadership, without a full-time hire.
Learn more →Need a team, not just a build?
Hire a dedicated full-stack pod — Engineering, QA/UX, Growth and AI — that owns your roadmap end to end. Outcomes, not bodies.
Selected work
Production systems we built and operate.
Applied AI · BPO Support
Cortex for LiveHelpNow
A next-generation multi-tenant RAG platform — a customer-facing agent API, a chat hub, a hybrid-retrieval core, and AI-graded knowledge-gap reports.
Read the case study →Fintech · Payments
SeamlessChex
A live ACH + eCheck payments platform and developer API on AWS-CDK infrastructure with multi-region disaster recovery.
Read the case study →Applied AI · Our product
aeocontent.ai
Our platform that audits AI visibility, scores pages on the 53-criteria AEO Rank engine, and generates content that gets cited.
Read the case study →Why teams work with us
A senior, dedicated team
Senior engineers who've worked together 15+ years — 100% dedicated to your project. No bodyshop, no rotation.
Integrated QA & UX
Every feature is tested and design-verified before it ships — quality and pixel-perfect UI/UX built in, not bolted on.
2–3× faster delivery
Every developer is AI-augmented — standardized on Claude Code and Cursor for faster, more reliable delivery.
Scales with you
From a 2-person prototype pod to a 20+ engineer team — add capacity without the hiring risk.
Bank-grade discipline
Security, testing and disaster-recovery habits carried from our fintech & blockchain work into every project.
US company & management
A US company (Florida, since 2008) with US-based management in Clearwater, FL — clear accountability.
Our internal AI Lab
We run a production-grade AI agents + chatbot platform on AWS Bedrock purely for R&D — where our engineers sharpen prompt engineering, agent design, QA automation and AI UX. It's never a client project, and we can demo it during onboarding so you can judge our quality firsthand.
See our AI Lab demo →- Experiment with new LLMs, agents & pipelines
- Refine prompt-engineering & evaluation
- Improve QA-automation frameworks
- Explore AI-specific UI/UX patterns
Built with — trusted by
Have something that needs to ship?
Tell us what you're building. We'll tell you how we'd build it — and what it'll take.