Services · Internal AI tools & applied AI development

Make AI useful inside a real workflow.

Define and build internal AI tools, knowledge workflows, and AI-enabled product features with clear human oversight.

Internal AI tools & applied AI development

Based in Washington, DC. Serving companies across Northern Virginia, Maryland, and the United States.

Start with the people using the product, the task they need to accomplish, and the constraints your team faces.

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What an engagement can include

  • AI use-case definition and workflow design
  • LLM integration and knowledge retrieval
  • Evaluation, uncertain-output handling, and operational handoff

Scope and deliverables are agreed around your product, team, and stage.

Relevant experience

Koch Industries

Explore Threde’s documented contribution and project technologies.

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How we begin.

Understand the problem.

Discuss users, current workflows, existing systems, and what needs to change.

Define the direction.

Identify the scope, tradeoffs, and design and technical decisions that matter.

Plan the work.

Agree on a practical next step, responsibilities, and how progress will be reviewed.

Questions before you start.

Can you help us decide whether AI fits the problem?

Yes. We start with the workflow and the task. We consider data access, failure modes, human review, and how to evaluate usefulness before choosing an implementation.

Can you work with our existing team?

An engagement can focus on a defined product scope or collaboration with your team. We discuss responsibilities and ownership before work begins.

What does a project cost?

Pricing depends on scope, system complexity, and the collaboration model. Contact Threde with the problem and any timing or budget constraints so we can discuss an appropriate engagement.

Do you serve Northern Virginia and Maryland?

Yes. Threde is based in Washington, DC and serves Northern Virginia, Maryland, and companies across the United States.

Bring us the complicated part.

Tell us what you’re working on. We’ll talk through the challenge and possible next steps.

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