AI Automation Studio

    The work nobody should be doing by hand

    A small studio that builds the systems your team shouldn't have to.

    We build small systems that handle the work nobody should be doing by hand. Searching long reports, digging through message chains, repeating the same checks. For one person, a team, or a whole department.

    Book a call

    Trusted by aerospace engineering support teams and industrial operations groups.

    The problem

    An aerospace engineer spends an hour finding the one design version mentioned somewhere in a long engineering thread, when his real job is validating physics.

    An engineer searches a 10,000 page report archive for "passenger door" and misses every result that says "pax door".

    Whole teams lose hours to work that isn't their actual job, because no one has time to fix the process.

    This is exactly what we fix.

    How we work

    We look at your workflow, find what's slowing you down, and build a system to remove it.

    • No new tools to learn
    • Works with what you already use
    • Built specifically for your process
    • You get results in days, not months

    Examples

    Real problems we've solved, from one person's daily friction to a team's core workflow.

    Surfacing the 4 to 5 most relevant reports from a 10,000 page archive, understanding that 'pax door' and 'passenger door' mean the same thing

    Pulling the exact design version or decision out of a long engineering thread, so engineers stop hunting for it

    Validating incoming requests against past cases and flagging the closest matches automatically

    Collapsing a multi step manual review into a single click, with the source documents linked

    Case studies

    Stories shared with us by the people doing the work.

    CFD physics tester · Aerospace simulation

    "The branch I need to test is buried in a 200 message thread"

    A physics tester validating simulations in a major CFD package was losing up to an hour per ticket scanning long engineering threads to find the exact feature branch or PR colleagues had referenced mid conversation. Pure friction wrapped around the real job.

    Before

    up to 1 hr / ticket

    After

    minutes

    CFD physics tester · Aerospace simulation

    "Running every test by hand, then assembling the report"

    The same engineer was running each physics test one by one through the CFD testing software's UI, then manually compiling diagrams and results into a report. By scripting against the software's own API, the full test suite could batch run and the report and charts generate themselves. Hours of the core day, given back.

    Before

    hours / day

    After

    minutes / day

    Engineering support · Aerospace

    "We search 10,000 pages and still miss the right report"

    An aircraft support team receives damage reports and must find the 4 to 5 most similar past repairs from archives with 10,000+ pages per model. Word search fails: "passenger door" misses "pax door". Manual lookup takes hours per case.

    Before

    2 to 4 hours / case

    After

    ~10 min / case

    What working with us looks like

    1

    You show us your workflow

    A short call. We watch the work as it actually happens.

    2

    We find where time leaks

    We pinpoint the exact step that drains hours each week.

    3

    We build a small system

    A focused tool that fits the way you already work.

    4

    You get hours back

    Same output, a fraction of the time. Every week.

    Outcome driven. Priced for the time you get back.

    You pay for the result, hours returned to your week, not for hours we spend building. If it doesn't move the needle, it isn't done.

    Book a call

    Who this is for

    • Operations, engineering support, and back-office teams drowning in repetitive lookups
    • Manufacturing, aerospace, and industrial teams searching huge document or report archives
    • QA, compliance, and verification specialists doing the same checks every week
    • Anyone whose week is shaped by manual matching, searching, or handoffs

    Who this is not for

    • People looking for generic automation tools
    • One-off small tasks
    • DIY no-code setups
    • Pure software product teams looking for dev tooling

    Tell us what's slowing you down. We'll help you fix it.

    Tell us the workflow. We'll come back with what we'd build and how long it takes.

    Prefer email? hello@rehours.com