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AI Application Layer Engineering

Engineering the layer
where AI becomes operational

We design and build AI-powered application systems that sit above models and infrastructure — integrating intelligence directly into workflows, data flows, and decision paths for organizations operating at real scale.

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Application Layer Solutions

We specialize in building and integrating AI-powered applications that transform how businesses operate, analyze data, and serve customers.

AI & Machine Learning Solutions

Design and develop custom ML models and AI algorithms to solve complex business problems across multiple domains.

  • ●Computer Vision for defect detection and visual analysis
  • ●Natural Language Processing for chatbots and document analysis
  • ●Predictive Analytics for forecasting and optimization
  • ●Generative AI for content creation and automation
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Data Analytics & Insights

Transform raw data into actionable insights with advanced analytics pipelines, interactive dashboards, and data integration.

  • ●Data integration from disparate systems and sources
  • ●Interactive BI dashboards and visualization
  • ●Statistical modeling and trend analysis
  • ●Real-time analytics and monitoring systems
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Custom AI Application Development

Build end-to-end applications with AI at their core – from intelligent web platforms to mobile apps with embedded machine learning.

  • ●Full-stack development with AI integration
  • ●Cloud-native architecture for scalability
  • ●Modern UI/UX with seamless AI features
  • ●API development and third-party integrations
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AI Strategy & Consulting

Guide your AI adoption journey from planning to execution with strategic consulting and technical expertise.

  • ●AI readiness assessment and opportunity identification
  • ●Technology selection and architecture design
  • ●Proof of concept and MVP development
  • ●Scaling roadmap and implementation support
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AI Build Engine

A human-guided, AI-accelerated system that designs, builds, and deploys production-ready software — faster, smarter, and fully under your control.

Human Expertise
AI Acceleration

Cloud Foundation

Provisioned on your infrastructure — AWS, Azure, DigitalOcean.

Frontend System

React / Next.js with AI-accelerated iteration.

Backend Engine

Django or Node.js APIs — scalable and observable.

Data Layer

PostgreSQL / MySQL — structured, versioned, owned.

AI Orchestration

LLMs assist logic, automation, and optimization.

Ownership

You own the code, cloud, and credentials.

Scale & Evolve

We enhance, refine, and support as you grow.

Every Setosys system is independently deployed, fully owned by you, and designed to evolve — not lock you in.

Solutions That Deliver Impact

Real-world projects where we've applied AI to solve complex challenges and drive measurable business outcomes.

Smart Video Management

AI-Powered Video Management System

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Challenge

Enterprise needed an intelligent surveillance platform with real-time AI detection capabilities to replace legacy systems.

Solution

Built a custom NVR/VMS platform with integrated computer vision for object detection, facial recognition, and automated alerting.

Key Results

  • 85% reduction in manual monitoring time
  • Real-time threat detection with 95% accuracy
  • Scalable architecture supporting 1000+ cameras
AI Assistant

Intelligent Virtual Assistant

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Challenge

Organization needed to automate customer support and internal helpdesk operations to improve response times and reduce costs.

Solution

Developed an AI-powered chatbot and voice assistant using NLP to handle common queries, route complex issues, and provide 24/7 support.

Key Results

  • Handled 15,000+ queries monthly with 92% resolution rate
  • 60% reduction in support ticket volume
  • Average response time under 30 seconds
Predictive Analytics

ML-Driven Business Intelligence Platform

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Challenge

Company struggled with fragmented data sources and reactive decision-making, needing predictive insights for proactive operations.

Solution

Consolidated multiple data sources and built machine learning models for forecasting, anomaly detection, and process optimization.

Key Results

  • Improved forecast accuracy by 35%
  • Identified $2M in cost-saving opportunities
  • Reduced operational inefficiencies by 28%

About Setosys

We design and build AI-powered application systems that integrate intelligence directly into how organizations operate.

Models
Applications
Operations

What We Do

We work at the AI application layer — where models, data, and workflows come together to form real, production-grade systems. Our focus is not on experimentation or isolated tools, but on building AI-powered applications that operate reliably within existing business environments.

How We Do It

Our approach combines systems engineering, applied AI, and modern software architecture. We design with scale, security, and long-term maintainability in mind, ensuring that AI is embedded directly into workflows, decision paths, and operational processes.

How We Think

We believe successful AI adoption is less about models and more about integration. By treating AI as a core system component — not an add-on — we help organizations move from experimentation to operational impact with confidence.

Built for Startups & Enterprises

Whether you're launching an AI-powered product or transforming enterprise operations, we have the expertise to deliver.

Startups

Infrastructure
Automation

Launch your AI-powered product with speed and precision. We help startups build innovative solutions that create competitive advantages.

  • Rapid MVP development and iteration
  • Cost-effective AI implementation
  • Scalable architecture from day one
  • Access to cutting-edge AI technologies

Enterprises

Infrastructure
Data & Integration
Automation

Transform operations at scale with enterprise-grade AI solutions. We integrate AI into complex environments while ensuring security and compliance.

  • Legacy system integration expertise
  • Enterprise security and compliance
  • Change management and training support
  • Long-term partnership and support