Keep Your Data In-House
The Problem: You want to use AI on sensitive information—customer records, proprietary documents, health data—but compliance rules or common sense prevent you from sending it to a third-party service.
The Prototype: We prototype a local-first architecture using open weights (e.g., Llama 3, Mistral) on your infrastructure. We prove quality parity with cloud models, then hand over the containerized setup.
Good fit if you are:
Let AI Do the First Draft
The Problem: Your expensive talent—analysts, consultants, researchers—spend too much time gathering data, summarizing documents, and formatting reports. The actual thinking happens in the last 20% of their work.
The Prototype: We build a 'Human-in-the-Loop' workflow. The prototype generates the draft and provides a citation interface for your experts. You get the full source code to integrate into your internal tools.
Good fit if you are:
Automate What Eyes See
The Problem: Some quality control or verification tasks require looking at images or video—spotting defects, verifying conditions, or checking for compliance. This is tedious, error-prone when fatigued, and hard to scale.
The Prototype: We validate feasibility using a sample of your images. We build a proof-of-concept that flags defects, providing you with the accuracy metrics and edge-deployment strategy needed to scale.
Good fit if you are:
Turn Messy Documents into Clean Data
The Problem: Your inbox, shared drives, or vendor feeds are full of PDFs, invoices, emails, and scanned forms. Extracting the relevant data means hours of copy-paste or expensive offshore labor—and still errors slip through.
The Prototype: We prototype an extraction pipeline tailored to your specific documents. We hand over a structured data schema and the validation logic, proving it works on your messy inputs.
Good fit if you are:
Chat & Voice That Actually Works
The Problem: You've tried chatbots before. They were rigid, frustrated users, and eventually everyone just bypassed them to call a human. But now your team is drowning in repetitive questions that have real answers—if only someone would look them up.
The Prototype: We prototype a RAG-based agent connected to your knowledge base. We define the guardrails and personality, giving you a working bot to test internally before full release.
Good fit if you are:
Connect Your Systems Without the Duct Tape
The Problem: Your process spans multiple systems—a CRM, a spreadsheet, an ERP, and three inboxes. Today, humans are the glue. They copy data between systems, trigger the next step manually, and catch errors through sheer vigilance.
The Prototype: We prototype the 'glue' logic between your APIs. We validate the error handling and state management, providing a robust pattern for your engineering team to productionize.
Good fit if you are:
Does one of these sound like your situation?
A Validation Sprint will tell you if it's the right fit for your data and your team. No commitment to a full build until you see proof it works.
Discuss Your Use Case