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Whiteframe Studios

04 — Services

AI and automation applied where it removes real work.

The useful applications of AI are usually unglamorous: a process that takes a person three hours becomes a step that takes a minute. We start from the work being done, not from the technology.

That also means saying when AI isn't the answer. A well-built form often beats a model, and we'd rather tell you that than bill for the interesting version.

Who this is for

  • Teams losing hours to repetitive manual processing
  • Products where an intelligent step would remove real friction
  • Businesses with unstructured documents to turn into data
  • Founders unsure which parts of an idea AI genuinely helps

Problems this solves

  • Manual data entry between systems that should talk
  • Documents read and re-keyed by hand
  • Internal processes that only one person knows how to run
  • AI features added for their own sake rather than to remove work
  • No way to tell whether an automated step is getting it right

What you get

  • Automated workflows integrated with the tools you already use
  • Document and image processing pipelines
  • AI-assisted features built into your product
  • Internal tools and dashboards for the people doing the work
  • Evaluation and monitoring, so quality is measured rather than assumed

How the work runs

  1. 01

    Find the work

    We look at the process as it actually runs, including the parts nobody has written down.

  2. 02

    Prove it small

    A narrow version against real data first. If it doesn't hold up, that's a cheap thing to learn.

  3. 03

    Integrate

    Built into the systems and habits already in use, so it doesn't depend on anyone changing how they work.

  4. 04

    Measure

    Quality checks and monitoring, so you can see when output drifts rather than hearing about it from a customer.

Related work

Questions we're usually asked

New business

Have somethingambitious in mind?

Let’s build it.

Tell us what you’re building, where you’re currently stuck and what success looks like. You’ll hear directly from Jack within two business days.

hello@whiteframestudios.com

Replies come from Jack White.