Custom Virtual Assistants

The generic chatbot is a more or less solved problem at this point, and mostly not one worth solving for its own sake. The version of this work that's actually useful is an assistant that knows your specific business. Your products, your policies, your customers, the tools your team uses. And one that works inside an explicit boundary you've drawn.

What we build

An assistant configured against your specific knowledge base. That includes your documentation, your CRM, your ticketing system, your product catalog, and your internal wiki. It answers questions in your tone, speaking roughly the way your team would speak. It can take the actions you've authorized, like creating a ticket, looking up an order, updating a record, or drafting an email, and it stops cold the moment it hits the boundary you've set.

Where assistants tend to live

• Internal. Helping employees track down documentation, policies, or data buried across various systems. It's the "ask the wiki" use case finally working the way people thought it would.
• Customer-facing. Storefront, support, onboarding. With clear escalation rules and a tone you have control over.
• Specialist. A research assistant for analysts, a brief-builder for marketing, a quoting assistant for the sales team. Narrow scope, high competence inside of that scope.

What separates a good one from a bad one

Good ones know what they don't know. They don't make up answers when the underlying data is missing. They escalate when a conversation drifts outside of their scope. They log every interaction so you can audit, debug, or improve later on. The bad ones tend to do all of the opposite things, confidently.

What you don't have to build

Retrieval pipelines. Prompt management. Evaluation harnesses. Guardrails. The integration layer. The monitoring on top of all of it. We deliver the working assistant, and the engineering underneath it stays our problem. Talk to us.