How we are different

Every month brings new AI products for tax, and every transfer pricing team is asking the same fair question. What exactly are you, and how do you relate to everything else on the market? This page is our answer. It names the choices behind Supernomial, including the things we deliberately do not build, so you can place us accurately in your own landscape.

We don't build a competing AI platform

The heaviest investment in agentic AI is happening at the frontier labs and the cloud providers. The systems where agents run, reason, and use tools improve every month, and that pace is set by companies whose entire business is the platform. We do not believe a system built for one profession can keep up with that, and we do not try to.

Instead, your enterprise AI is the platform. Supernomial builds the Expert Agent Harness, the layer that turns a general-purpose agentic AI system into a transfer pricing workforce. It deploys onto the system your company already runs, whether that is Claude Cowork, Copilot Cowork, ChatGPT Work, or any other agentic AI system. Instead of asking your software vendor to add the functionality the frontier labs already have, your agents inherit it the day the platform improves.

Agentic from the start

Much of today's tax technology adds an AI assistant to an existing product. That is a reasonable path, but one with marginal improvements. Ours started from the other end, with the work itself. Drafting documentation, planning restructurings, monitoring margins, researching topics, and more. Expert agents carry that work end to end, organized in teams the way a practice or an in-house team is, with review gates exactly where professional judgment belongs. The result is a workforce your team directs.

The expertise lives in the harness

General enterprise AI is genuinely capable, but it lacks the scaffolding to work continuously like a transfer pricing unit. The harness is that scaffolding. It carries the expertise across nine defined categories, from the knowledge base and skill universe to conduct, team structure, and data model. Teams can customize how their agent organization works, category by category, and the expertise compounds.

The record and the action

Tax technology today comes as systems of record, which store what happened, and AI solutions built as point tools for a specific task, like tax research or benchmarking. A transfer pricing team needs the record and the action, connected. Agents carry the action. TP Warehouse gives the work a private, structured home where every figure traces back to the source transaction it came from, so the deliverable and its evidence stay in one place, ready for tax audits that arrive years later.

End to end

Tax technology has usually arrived as point solutions. A documentation tool here, a benchmarking database there, an OTP solution somewhere else, and each solves its task, stops at its edges, and leaves your team carrying the work between them. Supernomial is built as one solution for the whole transfer pricing life cycle. Agent teams cover documentation, benchmarking, planning, and operations, they share one harness and one record, and the output of one step arrives as the input of the next.

Service as software

Most solutions are sold as software as a service, a subscription to a tool with the work left for the people in front of it. Supernomial is built the other way around, as service as software. What lands on your desk is work ready for review, produced by the agent workforce, with your professionals deciding what stands.

Where that leaves you

Nothing here requires your company to adopt a new platform, move its data into another vendor's environment, or bet against the AI systems of the frontier labs. If your organization already runs an agentic AI system such as Claude Cowork or Copilot Cowork, we simply layer the scaffolding on top and transform it into a transfer pricing team that works alongside yours, learning and improving every day. The platform is yours. The expert layer is ours to maintain, so you can focus on transfer pricing instead of building an agent harness. And the best part is that your institutional knowledge stays with you.