Custom Ai Automation Apps

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We design "Agentic" architectures where AI models act as specialized workers rather than just text generators. These systems are capable of chaining logic, retaining context, and interacting with your internal APIs to complete end-to-end business processes.

• Multi-Agent Ecosystems: We build orchestrated networks of specialized agents (e.g., a "Research Agent," "compliance Agent," and "SOP Agent") that collaborate to solve complex problems without human intervention.
  
• Context & Prompt Engineering: Advanced implementation of context windows and prompt pipelines to ensure models adhere to strict business logic and brand voice, minimizing hallucinations.
  
• Autonomous Execution: Integration with n8n, Logic Apps, and custom Python middleware to allow agents to trigger webhooks, send emails, update CRMs, or generate reports automatically.
  
• Model Agnostic Design: We deploy the right model for the task—whether that is a powerful cloud model (GPT-4o, Claude) or a secure, private Local LLM (Llama/Gemma) running within your own firewall.

Data is your most valuable asset, but it is often locked in unstructured formats. We build sophisticated ingestion pipelines that transform static documents into structured, query-able SQL databases.

• Intelligent Ingestion Pipelines: Custom-coded Python pipelines utilizing FastAPI to ingest, parse, and clean massive datasets from PDFs, DOCX, and raw text.
  
• Optical Character Recognition (OCR) & Parsing: High-fidelity extraction of tables, handwriting, and schema-specific data using advanced OCR technologies.
  
• Structured Data Persistence: We don't just "read" data; we normalize it. We map unstructured content into rigorous PostgreSQL or SQL schemas, enabling complex analytics and reporting.
  
• Vectorization & Semantic Search: Implementation of vector databases to enable "Chat with your Data" capabilities, allowing users to query thousands of documents instantly with natural language.

We accelerate the path from "Idea" to "MVP." As a full-stack consultancy, we handle the entire application lifecycle—from the backend logic to the user interface.

• Modern Frontend Development: Building responsive, user-friendly interfaces using React, Next.js, and Tailwind CSS to give your AI applications a professional, intuitive user experience.
  
• API-First Design: Developing robust REST APIs using FastAPI to ensure your AI services can easily integrate with existing legacy systems or third-party platforms.
  
• Rapid Iteration: Agile delivery focused on getting functional prototypes into stakeholders' hands in days, not months, allowing for real-world testing and refinement.

Ready to Automate?

LW IT Solutions offers delivery via Fixed-Price Projects or Outside IR35 Contracts.