Support ticket triage and drafting
Automatic categorization and draft responses that a human reviews and sends, cutting first-response time significantly.
Practical automation that removes real busywork, not a chatbot gimmick.
We build automation and applied AI features that solve a specific, measurable problem — document processing, support triage, predictive alerts — rather than bolting AI onto a product because it's trending.
Proficiency below reflects hands-on production use across delivered projects, not a checklist of tools we've merely tried once.
Practical applications built with proven technology, thoughtful architecture, and real-world business needs.
Automatic categorization and draft responses that a human reviews and sends, cutting first-response time significantly.
Models trained on your historical data to flag anomalies before they become incidents, not after.
Extracting structured data from invoices, contracts or forms that used to require manual entry.
The same structure applies whether this is a standalone engagement or part of a larger build.
We define the specific, measurable outcome an automation or model needs to improve before building anything.
We review what data actually exists and whether it's sufficient before promising a model will work.
Models and workflows are tested against real historical cases, with accuracy reported honestly.
Automation ships with a human-in-the-loop review step until accuracy is proven in production.
Built for practical products, scalable systems,and reliable digital experiences.
Our support team's first-response time dropped by half, and it only suggests drafts — a person still hits send.
Most projects use existing models (like OpenAI's) fine-tuned or prompted for your use case — custom model training is reserved for cases where it's genuinely justified by the data and budget.
We report accuracy honestly based on testing, and typically recommend a human-review step until a workflow has proven reliable in production.
No — we configure integrations to prevent your data being used for third-party model training unless you explicitly want that.
Book a discovery call and we'll tell you honestly whether we're the right fit — no obligation, no generic pitch deck.