Warm architectural evaluation harness plate representing engineer-led OpenAI consulting.
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    OpenAI Consulting

    OpenAI consulting by engineers who ship.

    CloudNSite's OpenAI consultants and developers build production workflows on OpenAI models: custom agents, API integration, evaluations, deployment, and managed operation, with published pricing and measured accuracy.

    What we build

    The model is one layer. The workflow is the product.

    An OpenAI consulting engagement has to cover the full production path. Reasoning, systems access, testing, approvals, and operations are designed together.

    Agents and API integration

    OpenAI consultants connect model reasoning to the systems where work already happens: CRMs, EHRs, inboxes, and document stores. The result is a controlled workflow, not a detached chat window.

    • Custom agents and assistants
    • OpenAI API integration

    Evaluations and accuracy targets

    Each production workflow in scope gets an evaluation set built from your real examples and pass-or-fail accuracy targets defined with your team before launch.

    • Evaluation suites
    • Measured accuracy

    Deployment and operation

    Sensitive actions move through review queues. Deployment includes logging, alerts, failure handling, and an operating path after launch.

    • Approval queues
    • Managed operation

    How we work

    Assessment the workflow. Build the sprint. Operate what ships.

    $999

    Assessment the workflow

    Map the process, systems, data access, review points, and evaluation cases. The Assessment fee is credited toward a qualifying build.

    From $8,000

    Build the production sprint

    Implement the first scoped OpenAI-powered workflow, connect its tools, test failure paths, and move it through production review.

    From $1,500/month

    Operate the system

    Monitoring against the accuracy targets, prompt and model updates, integration drift detection, and onboarding of new workflows.

    Build scope and managed service level follow the workflow's integration, review, and operating requirements. Review published pricing. For vendor-neutral scoping across models, see AI consulting.

    Hire OpenAI developers

    OpenAI developers, without the hiring cycle.

    Avoid a full-time hiring process. CloudNSite assigns named engineers to your scoped implementation and keeps them on it after launch. They are CloudNSite personnel building on OpenAI APIs, not OpenAI employees.

    • Named engineers, not a rotating bench: the technical AI Strategy Call is with the people who run the build
    • Production experience across document processing, intake, scheduling, reporting, and customer communication
    • Evaluation-first delivery: production workflows in scope ship with measured accuracy on your real examples
    • Operated after launch: monitoring, updates, and drift detection instead of a handoff and an invoice

    CloudNSite is an OpenAI Select Partner in the OpenAI Partner Network. About our OpenAI Select Partner status.

    Frequently asked

    OpenAI consulting questions, answered plainly.

    Bring the workflow. We will pressure-test the fit.

    Start with a free AI Strategy Call. If the workflow that needs to improve is known, the Current State Assessment is the next step; organizations deciding where AI should operate start with the AI Readiness + Governance Sprint.