The infrastructure between AI models and real business outcomes
We design and build the application layer that makes AI operational — integrating intelligence into workflows, data, and decision systems. Have a prototype already? Bring it. We'll architect and build the real thing.
The right techniquefor the right problem.
We don't apply AI generically. Every system we build uses the approach that fits the problem — chosen for precision, not trend.
RAG + Vector Search
Your knowledge base changes and needs to stay current inside the AI
LLM Orchestration
Multi-step reasoning needs to coordinate actions across your systems
YOLO / Object Detection
Visual data needs real-time analysis — cameras, feeds, documents
Fine-tuning
A general model isn't precise enough for your domain or terminology
Agentic Pipelines
Tasks need to execute autonomously with human oversight at key points
Computer Vision
Images or video need to be understood and acted on, not just stored
Predictive Modeling
Historical patterns need to drive future decisions automatically
Anomaly Detection
You need to know when something is wrong before your team notices
FHIR / HL7 Integration
Healthcare data needs to move between systems without losing fidelity
Event-Driven Automation
Business triggers need to kick off actions without human intervention
Semantic Search
Users need to find things by meaning and context, not just keywords
Multi-modal AI
Your data isn't just text — it's images, documents, audio, and video
1"color:#475569"># Agent with "color:#93c5fd">memory + tool use2"color:#93c5fd">agent = "color:#c4b5fd">build_agent(3 "color:#93c5fd">llm="color:#c4b5fd">ChatOpenAI(model="gpt-4o"),4 "color:#93c5fd">tools=[search_tool, db_query_tool, alert_tool],5 "color:#93c5fd">memory="color:#c4b5fd">ConversationSummaryMemory(),6 "color:#93c5fd">system_prompt="color:#c4b5fd">load_system_prompt("ops-">agent"),7)8"color:#93c5fd">result = "color:#93c5fd">agent.invoke({"input": user_query})
What AI integration looks like in business automation
Missed leads · Disconnected data · No visibility
See your industry here?
Tell us about your system→Systematic. Owned. Operational.
Every engagement follows a disciplined process — designed to deliver working systems, not status updates.
Understand the System
We start by mapping your existing environment — data sources, workflows, infrastructure, and the specific outcomes that matter. No assumptions, no generic frameworks.
- AI-guided discovery session on setosys.ai
- Existing architecture and data landscape review
- Opportunity identification with clear prioritization
Architect & Specify
We produce a full architectural specification — technology choices, data model, delivery plan, phased rollout. You review it, request changes, and sign off before we write a line of code.
- Full architectural specification document
- Technology selection with rationale
- Phased delivery plan with milestones you approve
Engineer the Layer
We build from the signed specification — integrating intelligence directly into your workflows, APIs, and data paths. Iterative, observable, and built to last.
- Architecture designed for your stack and scale
- AI model integration with production-grade reliability
- Full-stack development with continuous quality assurance
Deploy, Operate, Evolve
We deploy to your infrastructure, hand over full ownership, and support as you scale. The system is yours — we make sure it stays excellent.
- Deployment to your cloud environment with full credentials
- Monitoring, observability, and performance baselines
- Ongoing support and capability expansion as you grow
We produce a full architectural specification before writing a single line of code. You review it, request changes, and sign off. Only then do we build.
Try the discovery platform →Every engagement ends with a complete handover — source code, infrastructure, credentials. We don't create dependencies.
Production platforms built for real environments, real complexity, and real outcomes.
Start with a specification.
Before we build, we architect. Use our AI-powered discovery platform to define your system — our team builds it from the signed-off spec.
Our AI-powered design studio. Describe what you need — our AI conducts a structured discovery session, produces a full architectural specification, and our team builds it. You own the code.
- ✓AI-guided discovery in under 30 minutes
- ✓Full architectural specification before any code
- ✓Progress tracking from spec to delivery
- ✓Live demo portfolio of completed systems
AI conducts a structured interview — business context, entities, workflow, tech requirements
Full architectural spec generated — stack, data model, delivery plan — for your review
You approve the spec. No code written until you're satisfied with the architecture.
Our team builds from the spec. You track progress and receive the full Docker package.
We build AI-powered systems that operate in the real world — not in demos.
Where Setosys operates
We build platforms, not prototypes.
Every system we've shipped runs in production. The AI surveillance platform handles live camera feeds. The data intelligence platform runs forecasting models on real operational data. The business OS manages real client relationships. We don't experiment on your budget.
The application layer is where AI gets hard.
Anyone can call an API. The difficult work is integrating AI reliably into existing workflows, data environments, and operational systems — with the security, observability, and maintainability that production demands. That's where we operate.
You own everything.
Every engagement ends with a complete handover — source code, infrastructure, credentials, documentation. We don't hold anything back and we don't create dependencies. Our value is in what we build, not in keeping you reliant on us.
Describe your system.
We'll architect it.
Start with a discovery session on setosys.ai. Our AI asks the right questions, produces a full architectural specification, and our team builds it. No commitment until you sign off on the spec.
Prefer email? info@setosys.com · setosys.ai is our discovery and build platform