Questions buyers ask.

OneTPM builds AI systems for enterprise teams and reduces technology running costs. Our services cover document intelligence, reporting, knowledge systems, analytics QA, and technical cost reduction. We implement the changes in your environment, document the work, and hand working systems over to your team.

Yes. OneTPM audits your tools, infrastructure, and workflows, sets out the expected savings and implementation cost, then handles the engineering, migration, verification, and handover. Your team receives a working system and the documentation to run it. Read about technical cost reduction.

There are three steps. A free 45-minute working session reviews one process or technology cost. A fixed-scope, fixed-price audit produces a written plan. Implementation and handover are scoped in the audit and end with your team running the system.

The working session is free. The audit has a fixed scope and a fixed price. Implementation is scoped in the audit, so you know its cost before committing to it.

No. Systems run in your cloud accounts under your access controls. Your data does not move into ours.

No. Model providers are configured with training disabled. Your documents inform answers at runtime and are not used as training data.

We are vendor-agnostic. We deploy on Anthropic Claude, OpenAI or Azure OpenAI, or open-weight models running privately in your infrastructure, depending on data residency, cost, and capability.

Documentation, runbooks, prompts, and admin access transfer to your team, and the engagement ends when they run the system without us. Ongoing support is available and never required.

OneTPM is a new practice, so we have none to show. Our team's earlier work in enterprise organizations is under NDA and is shown on the home page in generalized form as professional experience. The sample audit is a complete example of our work product, written for a fictional company.