Integrate AI capabilities into your existing systems—from GPT-powered features to custom automation workflows that transform how your business operates.
Most businesses know AI can help them. Few know how to implement it effectively. You're facing real challenges:
There are hundreds of AI tools and APIs. Choosing the right one for your use case requires deep technical knowledge.
Connecting AI to your existing systems—databases, workflows, user interfaces—is harder than vendors make it seem.
AI APIs can get expensive fast. Without proper architecture, costs spiral out of control.
AI outputs can be inconsistent. Building systems that handle edge cases gracefully requires experience.
I help businesses integrate AI in ways that are practical, cost-effective, and actually solve real problems—not just chase hype.
OpenAI, Anthropic, or open-source models integrated into your products—with proper prompt engineering and output handling.
Workflows that combine AI with business logic: document processing, data extraction, content generation, decision support.
AI-powered search, recommendations, summarization, or analysis built directly into your existing applications.
AI that knows your business: retrieval-augmented generation over your documents, databases, and internal knowledge.
Extract data from invoices, contracts, reports. Turn unstructured documents into structured data automatically.
AI-powered chatbots and support tools that actually understand context and provide useful answers.
Automated report writing, email drafting, product descriptions—with human review workflows built in.
Natural language queries over your data. Ask questions in plain English, get insights without SQL.
AI assistants for your team: meeting summaries, knowledge base search, task automation.
AI capabilities embedded in your product: smart search, recommendations, personalization.
I work with the leading AI platforms and integrate them with your existing systems:
Built a system that processes business meeting recordings, extracts requirements, action items, and key decisions using AI. Turns hours of meetings into structured documentation.
It depends on your use case, budget, and requirements. GPT-4 is versatile but expensive. Claude is great for longer documents. Open-source models can reduce costs for simpler tasks. I'll recommend the right fit after understanding your needs.
Every AI integration is unique, so I provide custom quotes based on your specific requirements and complexity. I also design systems to minimize ongoing API costs while maximizing value.
Yes. I build RAG (Retrieval-Augmented Generation) systems that let AI access and reason over your documents, databases, and internal knowledge bases while keeping data secure.
Through careful prompt engineering, output validation, confidence scoring, and human-in-the-loop workflows where needed. AI is powerful but needs guardrails—I build those in from the start.
Data security is a first-class concern. I can work with enterprise AI APIs that don't train on your data, implement on-premise solutions, or use privacy-preserving architectures depending on your requirements.
Absolutely. I often help companies optimize existing AI implementations—reducing costs, improving accuracy, or adding new capabilities to what's already built.
Let's discuss what AI can actually do for your specific situation. I'll give you an honest assessment—including when AI isn't the right solution.