We help businesses run at machine speed.

Agentic workflows that hand you back ten hours a week.

Your software already moves at machine speed, your operations don’t. We build and run agentic workflows on the stack you already own, and every workflow reports the money it made or saved. Not promised. Measured.

What we do

We connect to the infrastructure, models and harnesses your team already uses. No rip-and-replace. Then the hours come back, five ways, every one of them measured:

  1. Automate, or remove, your SaaS tools. Agents take over the work your subscriptions were bought for. What they replace, you cancel. Cancelled spend is cash.
  2. Deploy bespoke blueprints that move your business. Proven workflows (sales machine, CFO intelligence, order recovery) adapted to your operation and pointed at the metric that matters this quarter.
  3. Drive efficiency into your AI spend. Powered by quirq: cost per useful unit of work, instrumented across every model and agent you run.
  4. Enable product development with agentic tools. Your team ships faster with agentic harnesses wired into the development loop.
  5. Open new customer acquisition channels with AI.Custom models, MCP integrations, skills, agents and loops that reach customers your current funnel can’t.

The product

The work happens underneath. On the surface, all you see are the decisions you need to make, each one sized in dollars, approved or held from your phone.

Blueprint: order-recovery · runningquirq● DEPLOYED
trigger
New orders — Shopify
webhook · every event
streaming · live
agent node
Reconcile payments & inventory
tools: stripe · netsuite · 3PL
model: routed by quirq
conditional
Exception found?
margin, stock or payment mismatch
2 caught overnight
agent node
Recover the order
requote shipping · retry payment
→ decision to your phone · $12,400
function
Update ledger & report
posts to the monthly number
✓ done · logged
one blueprint of many, model-agnostic, routed by quirq to whatever does the job best today
$ machinespeed status ✓ 14 workflows completed overnight ✓ orders reconciled · reports assembled · 2 exceptions recovered → 2 decisions waiting: reorder SKU-1148 ($12,400) · cancel 3 subscriptions ($8,760/yr)

You shouldn’t care what model you’re using: that’s an implementation detail, ours not yours. The dials that stay in your hands are the ones that matter: output quality, time, and cost.

How we work

  1. Agentic Audit. Thirty minutes on how your business actually runs. We name the workflow eating your week, size it in dollars, and send a one-page written finding within 24 hours. No obligation.
  2. Blueprint Sprint. One workflow built on your existing stack in two weeks, deployed with monitoring and fallbacks, handed over working. You see the return before you commit to more.
  3. Run at machine speed. We operate what we built. Monthly report, monthly number, workflows compounding on one data layer. Land small, expand on evidence, never on faith.

The rule we scope by: you should see two to three times the engagement value coming back, and you should be able to see it before you sign, not after. Fixed scope, fixed price, fixed end date, always.

The ten-hour test

What is the repeating work costing you?

Two numbers, and you can see the shape of it. This is a guide, not a quote: the real figure comes from measuring one workflow for thirty days.

15 hrs
$85 /hr
What that repeating work costs you now
$61,200
What the returned hours are worth
$39,168
Hours back, every week
9.6hours
Ten hours a week is the target. At this rate you would need about 16 hours a week of repeating work to reach it.
© 2026 MACHINE SPEED · built on quirq technology