What We Build

Production AI systems running in real businesses today.

Not mockups. Not proofs of concept. These are systems our clients depend on every day to save time, cut costs, and make better decisions.

Michael Bowers on-site with a client team reviewing an AI workflow
Live Interactive Demos

Two of our builds. Live in your browser right now.

These are not screenshots or explainer videos. These are the actual interfaces running with sample data. Click around, test the interactions, see how they work.

Healthcare / Elder Care

CompanionAI

Senior social assistant with large-print UI, family communication, health monitoring, medication tracking, and SOS. Fully interactive React app.

 Open Live Demo

Food Distribution

Avocado Importer Executive Intelligence

Real-time executive BI dashboard. Margins, logistics, compliance, and market intelligence in one view. Dark and light themes. Used during live merger negotiations.

 Open Live Demo

Client Solutions

Built for specific problems. Measured by real results.

Every solution below was scoped around a real operational bottleneck, built with production grade standards, and validated against measurable outcomes.

CompanionAI — Senior Social Assistant Tap “View Live Demo” to interact
Healthcare / Elder Care

CompanionAI — Senior Social Assistant

A social connection and health monitoring app designed for seniors. Combines family communication, community engagement, medication tracking, and emergency response into one large print, accessible interface. Built with React and designed for users who need simplicity without losing capability.

React Real-time Health Monitoring Social Feed Emergency SOS Medication Tracking
Avocado Importer Executive Intelligence Tap “View Live Demo” to explore
Food Distribution / Produce

Avocado Importer — Executive Intelligence Platform

A real-time executive intelligence dashboard for a produce distribution company. Pulls data from logistics, sales, compliance, and market intelligence systems into a single view. The CEO used this system during merger negotiations to access real-time margin data mid-meeting. Recovers 62.5 hours per week across the executive team.

Real-time Analytics Multi-source Integration AI Agent Panel Dark/Light Themes
Underwriter Contract AI 2 hours → 30 minutes
Insurance / Nationwide Underwriter

Contract Reading & Policy Drafting Assistant

An AI assistant that reads competing carrier contracts to find anomalies, helps the underwriter decide whether the business is worth pursuing or bidding against, and provides recommendations for writing the new policy with the best coverage for both the customer and the carrier. When it comes time to write a new policy, the assistant references internal underwriting standards, understands the customer's specific needs, presents coverage options, and even drafts the policy , for the team to review, refine, and sign off on. Cut average processing time from 2 hours to 30 minutes per submission. Eliminated the chronic overtime and stress-driven sick days that were burning out the underwriting team.

Document Comparison AI Anomaly Detection Policy Drafting Internal Standards Check Human in the Loop Audit Trail
Invoice Automation Preview
Beauty Manufacturing

Invoice Automation System

An AI powered accounts payable system that reads invoices, matches purchase orders, flags discrepancies, and posts to the accounting system. Eliminated one hiring cycle and saves $44,000 annually with under 2% error rate. Running in production for five months with zero security incidents.

Document AI OCR ERP Integration Error Handling Audit Trail
Contractor Admin Preview
General Contracting

Contractor Admin Automation

A workflow automation system for a general contractor that handles project documentation, compliance tracking, and subcontractor coordination. Project manager now handles three times the volume. Eliminates $8,000 per month in outsourced admin costs with zero OSHA violations.

Workflow Orchestration Compliance Monitoring Document Generation
Lead Qualifier Preview
Sales Automation

AI Lead Qualifier

An AI agent that scores inbound leads, enriches contact data, sends personalized follow up sequences, and books discovery calls automatically. Works around the clock while the sales team focuses on closing.

Lead Scoring CRM Integration Email Automation Calendar Booking
Support Agent Preview
Customer Service

AI Support Agent

A conversational AI agent that handles tier one support inquiries, answers frequently asked questions from company knowledge bases, escalates complex issues to human agents, and learns from every interaction. Available 24/7 with consistent response quality.

Conversational AI Knowledge Base Escalation Logic Analytics
Case Studies

Read the full story behind the work.

Detailed case studies from real engagements. Scope, approach, and measured outcomes. Download as PDF.

Food Distribution

Avocado Importer

Executive intelligence platform delivering a real-time view across logistics, sales, compliance, and market intelligence. 62.5 hours recovered per week across the exec team.

 Download PDF

Insurance / Medicare

Independent Medicare Broker

From compliance paralysis to predictable growth. How a solo Medicare broker went from drowning in compliance to consistent monthly client acquisition using governed AI workflows.

 Download PDF

Food & Beverage

AI-Powered Audit Simulator

A simulated compliance audit system for food and beverage processors. Trains facilities on FSMA, HACCP, and SQF audits before the real inspectors arrive.

 Download PDF

Professional Services

Anza

End-to-end AI transformation for a professional services firm. Workflow automation, client-facing agents, and executive dashboarding with measurable ROI.

 Download PDF

Agriculture

Agriculture Governance Blueprint

An AI governance and adoption blueprint built for an agriculture operator. Covers risk posture, workflow mapping, and the first three production automations to deploy.

 Download PDF

Data Management

CoPilot Data Management Agents

Enterprise CoPilot data management agents that keep corporate data clean, enriched, and actionable across systems without adding headcount.

 Download PDF

Enterprise Transformation

Strategic AI Transformation

A full strategic AI transformation case study. From initial readiness assessment through production deployment and measured business impact.

 Download PDF

Ready to see what AI can do for your business?

Tell us what is slowing your team down. We will show you what a production solution looks like and what it would return.

Book a Call Start an Assessment
From the Blog

Recent writing from Michael.

Practical takes on AI adoption, governance, and measuring what matters. No fluff.

AI Strategy

Your AI strategy is your talent strategy.

The best operators are choosing employers by how seriously they take AI. Here is how to use your AI strategy to attract and retain the right people.

April 14, 2026 · 8 min read
ROI

How we calculate AI ROI.

Before any workflow goes into production, we show clients a simple model: hours saved, blended hourly rate, and payback period. The math that should come before the build.

September 1, 2025 · 6 min read
Governance

Why governance is now a go-to-market issue.

Enterprise RFPs are starting to ask SMB vendors about AI governance. If you cannot answer, you lose the deal. What minimum viable governance looks like.

November 1, 2025 · 7 min read
See All Posts