AI Automation Consulting
Your team is doing work a machine should be doing.
We build AI systems that run on your hardware, process your data in-house, and replace the manual workflows costing you millions a year.
Recent engagement
A Fortune 500 insurer had 13 people doing reconciliation by hand.
We automated the process end-to-end with a locally-hosted language model fine-tuned on their historical data. No cloud dependency. 97% match accuracy. They're projected to save $3 million over three years and those 13 employees now work on problems that actually need human judgment.
Read the full storyWhat we do
Local LLM deployment
Language models installed on your hardware. No cloud dependency, no per-token costs, no data leaving your building. We handle GPU optimization, model selection, and fine-tuning on your proprietary data.
Process automation
Document classification, data extraction, multi-system reconciliation. The repetitive, high-volume work eating your team's hours. We build pipelines that run 24/7 with higher accuracy than manual processing.
Finance automation
Our specialty. Reconciliation, compliance reporting, transaction classification, audit prep. We've saved a single client $3M+ here. We understand the precision and regulatory scrutiny finance demands.
PowerBI & reporting
Automated data pipelines feeding live dashboards. No manual pulls, no Monday-morning scrambles for numbers. Your leadership gets current data without anyone lifting a finger.
The argument
You're paying for GPT-4 to do a job a $15K server could handle permanently.
Cloud LLMs are general-purpose — they write poetry, debug code, explain physics. If your task is “classify this invoice” or “match these transactions,” you're paying for capability that sits unused.
A focused model, fine-tuned on your data, running on local hardware matches or beats cloud accuracy on that specific task. The hardware pays for itself in months, then the marginal cost is electricity.
See the full cost breakdownCurious what this looks like for your team?
We'll do a free assessment of your workflows and tell you honestly whether automation makes financial sense. 30 minutes. No pitch deck.
Book a free call