AI & Machine Learning Development Services by Invatechs
Enterprise AI consulting, custom ML development, LLM integration, and scalable AI automation.
What Is AI Development?
AI development is the process of designing, training, integrating, and deploying intelligent systems such as machine learning models, LLM-based agents, and automation pipelines that enhance or replace manual decision-making.
Machine learning engineering
LLM and agent development
Custom AI feature development
Data engineering and pipelines
MLOps and AI infrastructure
AI automation and workflow orchestration
Why Companies Choose Invatechs for AI & ML
End-to-end AI engineering (strategy → development → deployment)
Production-quality delivery, not experiments
Strongest expertise in fintech, lending, insurance, SaaS
Proven experience with secure AI agents, ML systems, and regulated-data workflows
Architecture-first approach to scale, security, compliance, and reliability
Our AI & Machine Learning Services
AI Strategy & Consulting
We help you understand where and how AI can create business value.
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AI readiness assessment.
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Use case discovery.
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Technical architecture.
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Model selection.
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Cost optimization.
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Implementation roadmap
Custom Machine Learning Development
We design and train models tailored to your data and domain:
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Predictive analytics.
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Forecasting.
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Classification & regression.
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Anomaly detection.
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Recommendation systems.
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Risk scoring models for fintech and lending.
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LLM Agents & AI Automation
We build intelligent agents and multi-step automation powered by LLMs.
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Internal enterprise agents.
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Document processing AI.
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Email & communication automation.
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Knowledge management.
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Context-aware copilots.
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Workflow orchestration.
AI Integration for SaaS & Existing Products
We embed AI features into applications you already have.
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LLM chat or helpdesk features.
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Semantic search.
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Personalized recommendations.
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Intelligent onboarding flows.
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Predictive dashboards.
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Smart notifications.
Data Engineering for AI
We prepare data infrastructure required for advanced AI.
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Data pipelines.
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ETL/ELT.
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Data warehouses.
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Feature engineering.
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Data cleaning & labeling.
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Real-time processing.
MLOps & AI Infrastructure
We deploy and manage AI systems at scale.
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CI/CD for machine learning.
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Automated evaluation.
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Model versioning.
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Monitoring & alerting.
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GPU orchestration.
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Kubernetes and cloud setups.
Introducing MCP Server by Invatechs
A secure server for AI agents, workflow automation, and LLM orchestration.
What Is an MCP Server?
The MCP Server is an AI orchestration layer developed by Invatechs that connects LLMs to your APIs, databases, tools, and business logic. It provides a secure and scalable framework for building:
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AI agents.
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Complex automation workflows.
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Multi-system integrations.
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Custom copilots.
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Enterprise-grade AI features.
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Industries We Serve
Fintech & Lending
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Document extraction.
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Underwriting automation.
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Fraud detection.
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Risk scoring models.
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AML and KYC automation.
SaaS & Software
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AI copilots.
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Smart onboarding.
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User behavior prediction.
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Semantic search.
E-commerce & Retail
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Recommendation engines.
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Dynamic pricin.
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Demand forecasting.
Logistics, Real Estate & Operations
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Route optimization.
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Forecasting.
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Document automation.
How We Deliver AI Projects
Discovery & Strategy
UX Design
Backend & Frontend Development
Testing & QA
Launch & Support
Why Invatechs Is a Reliable
AI Partner
12+ years delivering enterprise-grade software.
Deep experience in AI, ML, fintech, and complex platforms.
Transparent process, predictable delivery.
End-to-end competence: backend, frontend, data & MLOps, AI.
Strong focus on secure infrastructure and compliance.