HANGING ON THE FRIDGE
SERVICES
AI Solutions That Work With Your Existing Systems
We build AI agent workflows and integrations that connect to your legacy systems—turning your data into conversations and your manual processes into automation. From custom APIs to MCP servers, we create intelligent automation deployed however you need it. No vendor lock-in. You own everything.
AI Agent Workflows
Reduce manual processing by 60%+. Intelligent automation for multi-step business processes—document classification and routing, customer interaction workflows, sales research and qualification, and approval processes. These aren't simple scripts—they're AI agents that analyze context, make decisions, and handle exceptions the way your experienced staff would.
MCP Server Integration
Query all your systems in one conversation. Connect AI assistants directly to your business systems through natural language. Instead of logging into multiple systems, just ask "Show me all clients who increased spending 20%+ this quarter." The AI accesses your CRM, project management, databases, and documents with proper permissions—analyzing, reporting, and even creating tasks or updating records.
Custom APIs for Legacy Systems
Turn decades of data into AI-accessible insights. Your most valuable data is often locked in older systems that weren't designed for modern AI integration. We build secure API layers that make your legacy data AI-accessible while maintaining your existing security controls and compliance requirements. Whether it's decades of customer records or proprietary databases, we create the bridge that connects your institutional knowledge to modern AI capabilities.
Flexible Deployment Options
Choose the deployment model that fits your security, compliance, and budget needs. Use public cloud models like OpenAI, Anthropic Claude, or Google Gemini for fully managed, cutting-edge AI. Deploy open-source models like Llama or Mistral on your own infrastructure for complete data control. Or go hybrid—public for general operations, private for sensitive data.
We're vendor-agnostic experts who partner with all major AI platforms to build the best solution for your specific needs, no matter the technology.
Our 4-Step Process
We start with a specific problem—not "implement AI everywhere," but something concrete like "we need project profitability insights faster." We build a minimal viable integration to get something working in days or weeks, so you see value immediately. We iterate based on actual use, expanding what proves valuable and skipping what doesn't. And most importantly, you own everything—like all our work, there's no vendor lock-in. You own the code.
Real-World Success Stories
Limelyte Extranet (Our Own System): We built a dual MCP implementation exposing 226 AI-accessible tools to our 20-year-old business platform. Natural language queries like "Show me all projects for Acme Corp in the last 5 years" now access two decades of preserved data instantly. Reports that took 30 minutes now take 30 seconds. Read the full case study →
Wheeler Industries (Manufacturing): API-first architecture with comprehensive MCP support enables natural language access to 10+ years of manufacturing data—all running locally on their infrastructure with complete data privacy. Job estimation queries that took hours now happen conversationally in seconds. Read the full case study →
Right now, conversational access to your business data is a competitive advantage. Early adopters are building advantages that compound over time as they refine their systems and train their teams. The tools will eventually become commoditized, but the operational excellence you build today creates lasting differentiation.
Ready to Discuss Your AI Integration Challenge?
With over 20 years of building tailored technology solutions, we know how to turn AI potential into practical results.
The best AI projects start with a specific problem. Let's have a free, no-commitment conversation about what's slowing you down, what questions you wish you could answer instantly, and what data is trapped in hard-to-access systems.
Free 30-minute AI readiness assessment. No sales pressure. Just experienced developers who've been solving these problems since 1999.
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Our team is ready to handle projects of any size. Reach out to us with what you're looking for and we'll help prepare a project scope that fits your needs and budget.
