Use cases

The problem. You have expensive manual roles and workflows that slow growth or leak margin.

What we deliver. We design and deliver AI systems that replace or augment manual work. Example outcomes: coordinator tasks automated, approvals streamlined, and recurring costs reduced. Dashboards and apps implement the new workflows.

The problem. You have data but no clear view of what’s happening. Reports are manual, scattered, or don’t answer the questions that matter.

What we deliver. We build analytics pipelines, reporting, and dashboards so you can monitor performance and make data-driven decisions. One dashboard or pipeline at a time, on our stack.

The problem. Key metrics live in spreadsheets, different tools, or people’s heads. You need a single place to see how the business is doing.

What we deliver. We design and build dashboards that pull from your data sources, update as needed, and give you the KPIs and views you need. Delivered as part of your retainer, one dashboard at a time.

The problem. Off-the-shelf software doesn’t fit. You need a custom web or mobile app—internal tools, workflows, or a small product for your customers.

What we deliver. We build custom SaaS and internal tools with Next.js, Convex, Tailwind, shadcn, and Expo. One feature or app at a time, so you get a working product without big-bang projects.

The problem. You want to automate or augment trading, signals, or data pipelines—with clear logic, monitoring, and control.

What we deliver. We build trading tools, bots, and data pipelines with the same productized approach: one task at a time, clear scope, and a stack we know. We have experience in algorithmic trading and data systems.