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AI That Solves Real Problems

We build custom chatbots, connect your legacy systems to AI, create ad hoc reporting engines that answer questions in plain English, and use AI to build and ship software faster. Practical solutions in weeks—not $500K enterprise roadmaps. You own everything.

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AI That Solves Real Problems

What We Build With AI

Four ways we put AI to work for your business.

We're not selling AI hype. We build real solutions that connect to your real systems and solve real problems—chatbots, reporting engines, legacy integrations, and AI-accelerated development. Working software in weeks.

Custom Chatbots

Conversational interfaces that actually know your business. Customer-facing support bots, internal knowledge assistants, and client portals with AI—trained on your data, your processes, and your terminology. Not a generic chatbot with your logo on it.

Legacy System AI Integration

Your 20-year-old ERP, accounting system, or manufacturing database connected to modern AI. We build secure API layers and MCP servers that make decades of proprietary data accessible to AI—without touching the systems that "just work."

Ad Hoc Reporting Engines

Ask questions in plain English, get answers from all your data instantly. "Show me all projects that went over budget in Q3." "Which clients haven't ordered in 90 days?" No SQL. No waiting for IT. No 2-week report backlog. Answers in 30 seconds.

AI-Accelerated Development

We use AI as a force multiplier in everything we build. Code generation, automated testing, intelligent debugging, and AI-assisted architecture decisions. Your projects ship faster, with fewer bugs, at lower cost. AI isn't just what we build—it's how we build.

Your Legacy Data Is a Competitive Weapon

Legacy System AI Integration

Your competitors are training AI on generic data. You have decades of proprietary intelligence locked in legacy systems.

That 20-year-old ERP contains patterns no one else has: customer behavior trends, project profitability insights, supplier performance data, and institutional knowledge that predicts outcomes. This proprietary data is your competitive moat—but only if AI can access it.

We build secure connections to legacy systems—databases from the '90s, proprietary ERPs, systems everyone's afraid to touch—and make that data available to modern AI without disrupting what already works.

Reports in Seconds, Not Weeks

Your team has questions. IT has a backlog. By the time you get the report, the decision moment has passed.

Our AI reporting engines connect to your systems with proper permissions and security. Anyone on your team can ask questions in plain English and get instant answers with charts and exports.

Profitability analysis that took 30 minutes of SQL and spreadsheet work now takes 30 seconds. Revenue comparisons, client health checks, resource utilization—all instant, all conversational.

Ad Hoc Reporting Engine
Our Product

Nugget is our on-premise AI agent that deploys directly at your location as a single binary—no dependencies, no cloud required. All traffic is encrypted end-to-end through secure tunneling from the chat interface to the agent on your backend. Your data never leaves your network.

On-Site Deployment

Single compiled binary, zero dependencies. Runs on your hardware with a ~50MB memory footprint. No runtime installs, no containers, no cloud accounts required.

End-to-End Encryption

Secure tunneling from chat entry point to backend agent. All traffic encrypted in transit and data encrypted at rest. API keys never leave your server.

35+ Enterprise Integrations

QuickBooks, Xero, Sage, CRM, ERP, inventory, and more. Connect your existing systems through natural language—no custom API work needed.

Sub-Agent Architecture

Specialized agents for different tasks—accounting, inventory, HR, reporting. Each agent has focused tools and context for its domain.

Cross-Conversation Memory

Vector-based semantic memory that retains context across conversations. The agent learns your business patterns and gets smarter over time.

Full Audit Trail

Every action logged with role-based access control. Complete visibility into what the agent accessed, when, and who asked for it.

Learn more at getnugget.bot →

Real-World Implementations

Limelyte Extranet — 226 AI-Accessible Tools

We built custom business intelligence agents with 226 AI-accessible tools connected to our own 20-year-old business platform. Natural language queries access two decades of project, financial, and client data instantly. We eat our own dog food—this is the same technology we build for clients.

Read the full case study →

Wheeler Industries — Manufacturing AI on Local Infrastructure

Custom portal with API-first architecture and MCP support for a precision manufacturer. Natural language queries for job history, cost analysis, and process documentation—all running locally on their infrastructure with complete data privacy. Manufacturing operations never paused during the transition.

Read the full case study →

Ready to Put AI to Work?

The best AI projects start with a specific problem. What's taking too long? What questions do you wish you could answer instantly? What data is locked in systems that are hard to access?

Free 30-minute conversation. We'll identify your highest-value AI opportunity and outline a realistic path to get it working in weeks. No enterprise sales pitch. No pressure.

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