AI Training, Advising and Implementation for Small Businesses

We take the dozens of small, manual things slowing your business down and turn them into AI and automation that transforms how you run.

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300+People trained on Claude and ChatGPT

$5M+Saved via workflow automation

15+ yrsBuilding production systems

30+Projects delivered

Where We Fit In

We embed alongside your team and work autonomously, even on your most complicated projects.

We've worked with many small businesses and transformed how they run, cutting hours from workflows across the business and putting AI to work where it adds real value.

Training
300+ people trained
Hands-on Claude and ChatGPT/Codex training for your team, on-site or virtual, with a month of follow-up office hours.
Advising
Fractional advising and AI strategy. We show you where AI fits, keep your existing and new projects on track, point out pitfalls early, and guide your team into a new way of working with Claude and ChatGPT.
Implementation
We build AI and automation solutions that fit how your teams and your enterprise work, then show your team a new way of working with Claude and ChatGPT.

Case Studies

Take a look at some of our work

Explore our technical deep dives

Upstream
MCP Server + Claude Plugin
Developed a custom MCP server and Claude plugin to pull in SCADA, non-op and revenue data, resulting in many workflows being automated and giving teams a new way to operate.
Operational Transformation
Upstream
MCP Server + Claude Plugin for Land Titles
Developed a custom MCP server and Claude plugin that run cursory, full and leasehold title research end to end, resulting in title work that took hours now done in a fraction of the time.
Operational Transformation
Service
Enterprise Agent for Estimating
Built a custom agent that searches a service company's past estimates, bids and proposals, resulting in estimators finding comparable jobs and making more informed decisions.
Faster Estimating
Service
AI-Powered Enterprise Software
Completely rebuilt their software suite as one custom web, mobile and AI-powered platform tailored to each team, resulting in significant automation and operational efficiency.
Operational Transformation

Enterprise
Product Discovery Agent
Built a custom product discovery agent for a marketplace, plus its server, database and data pipelines, resulting in hundreds of customers finding what they want by chat or SMS.
Operational Transformation
Upstream
Capacity Planning Claude Plugin + Agent
Developed a custom capacity planning Claude plugin, agent and MCP app that test drilling plans against facility capacity, resulting in on-demand scenarios instead of a monthly Excel rebuild.
Upstream
Well Optimization Claude Plugin + MCP App
Developed a custom Claude plugin and MCP app that rank wells for optimization and capture field insights, resulting in engineers knowing which wells to work on first and why.
Midstream
Midstream Planning Platform
Developed a custom real-time platform for planning system capacity that replaced Excel-based flow planning, resulting in significantly faster planning across the system.
60%+ Less Planning Time
Upstream
Well Forecasting & Optimization Using Machine Learning
Built Machine Learning models integrated with DOE Reservoir Simulation to forecast well performance and optimize completion design.
$100M+ NPV Add
Midstream
Midstream Optimization
Developed an algorithm that optimizes fluid flow across the system using machine learning, hydraulics, costs and legal contracts, resulting in continuously maximized margins.
$3M+ in Savings
Midstream
Complex Spotfire Rebuild
Redesigned and rebuilt a complicated business critical Spotfire dashboard that grew over 4 years. We reduced the number of data sources used by 60% and report size by 30%.
Streamlined Operations
Upstream
Planning Workflow Automation
Developed custom add-in scripts to automate planning workflows that were heavily dependent on manual Excel work. We reduced the time to complete the planning process by over 50%.
Streamlined Operations
Upstream
Offshore Gas Lift Optimization
Developed an optimization workflow for gas lift in an offshore field, accounting for all operational constraints and focused on minimizing deferred production during maintenance shutdowns.
$1M+ in Savings
Upstream
Asset Management Application
Developed a custom asset management application, helping the business monitor production trends, implement exception-based surveillance, manage downtime and act on complex production data.
Business Transformation
Upstream
Automated FBHP Calculations for 1,000+ Wells
Automated FBHP calculations for 1,000+ wells, saving hundreds of hours of manual work and generating a clean dataset for history matching.
100s of Hours Saved
Midstream
Production Allocation Automation
Automated the entire production allocation process, reducing the effort from multiple teams to a single click while handling every edge case and exception.
Operational Transformation