KernelBeam

Services Consulting, retainer, automation

AI that fits the work, not the other way round.

We help teams decide where AI genuinely helps, stay alongside them while it lands, and automate the workflows that deserve it. Every engagement is scoped in writing.

01 Pricing

Three ways in. No retainer required to start.

Prices are shown in US dollars with the yuan equivalent. Sessions are invoiced after delivery; the retainer is invoiced monthly in advance.

  • HourlyAI consulting
    US$750/ hour
    ¥5,000 / hour · two-hour minimum
    • Working sessions with the people who own the workflow
    • Written recommendation after each session
    • Data boundary, review step, build-or-buy call
    • Remote or on site
  • MonthlyAI retainer
    US$15,000/ month
    ¥100,000 / month · month to month
    • Scheduled working sessions each month
    • Asynchronous review of prompts, boundaries, and outputs
    • Written monthly note: what changed, what to decide next
    • One named contact on each side; one team at a time
  • Per workflowWorkflow automation
    Scoped/ workflow
    Fixed price after a mapping session
    • Local-first or self-hosted pipelines
    • Explicit review points and readable logs
    • Source, boundary document, and handover
    • Quoted after one consulting session

02 AI consulting

Find the right first project, and its edges.

Most AI work fails on scope, not on models. We work with your team to pick a concrete workflow, decide what a model should and should not touch, and define what "done" looks like before anyone builds.

For
Founders, product leads, and small to mid-sized teams that want a practical AI capability inside an existing workflow, not a platform migration.
What you get
A written recommendation after each session: the workflow, the data boundary (what stays local, what goes to a model, what is logged), the review step a person keeps, and a build or buy call.
How it runs
Working sessions with the people who do the work, remote or on site. Two hours is enough to scope one workflow; longer engagements are booked in hourly blocks.
Pricing
US$750 per hour (¥5,000), two-hour minimum. Invoiced after each session. Ongoing work moves to the monthly retainer; pipeline work is quoted under Workflow automation.
To book
Email support@kernelbeam.com with the workflow you have in mind and roughly how many people are involved.

03 AI retainer

Someone in the room while it lands.

A first project rarely fails at the kickoff. It fails in week six, when the edge cases arrive and nobody owns the decision. The retainer keeps KernelBeam alongside your team for the months that matter.

For
Teams that have chosen a first AI workflow and want an experienced hand on it every week until it runs without us.
What you get
Scheduled working sessions each month, asynchronous review of prompts, data boundaries, and outputs between sessions, and a written monthly note on what changed and what to decide next.
How it runs
One named contact on each side. Session cadence and the review channel are agreed at the start; scope is revisited monthly, in writing.
Pricing
US$15,000 per month (¥100,000), invoiced monthly in advance. No long-term commitment; either side can end at the month boundary.

04 Workflow automation

Pipelines for the work you repeat every week.

Transcription, translation, captioning, image and voice generation, formatting, publishing to several platforms: when the same sequence runs every week, it should run as a pipeline with a person checking the result, not a person doing every step.

For
Content teams, small studios, and operations teams with a recurring production process that is currently held together by hand.
What we build
Local-first or self-hosted pipelines that chain the right models and tools for each step, with explicit review points, logs you can read, and no data leaving your environment unless the step requires it.
What you get
The working pipeline, its source, a boundary document stating which data goes where, and a short handover so your team can run and change it.
Pricing
Fixed price per workflow, quoted after a consulting session that maps the current process end to end.

05 How we work

The same rules we build our apps by.

KernelBeam is a small studio. You work directly with the people doing the work, and the principles behind our software apply to our services as well.

  1. I

    Clear boundaries first.

    Before a model sees anything, we agree on what data it may see, where it runs, and what is kept. This is written down, not assumed.

  2. II

    A person stays in the loop.

    Every workflow we recommend keeps a human review step where it matters. AI assists; it does not sign off.

  3. III

    Small, then bigger.

    We prefer one working workflow over a roadmap of ten. Prove it, measure it, then extend it.

06 Contact

Tell us the workflow you have in mind and roughly how many people are involved. We reply with questions, then a session time or a scoped proposal.