Automation services

One workshop day and your team ships its own automations.

Automation services are done-for-you engagements that take a manual business process, document handling, data entry, approvals, reporting, and rebuild it to run without the manual work.

Michael Batko
Co-founder, Hourglass AI
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Automation services are done-for-you engagements that take a manual business process and rebuild it to run without the manual work: documents processed into your systems of record, data entry that keys itself, workflows that move from step to step without a person pushing. The provider designs, builds, and hands over the running system.

The filter that decides what to automate

Finlay's filter for this whole category is the sharpest I've heard, and it's the one we use in audits: anything currently offshored is a candidate for automation, full stop. If a business decided a task was cheap enough to offshore, it already accepted a quality trade-off, and AI can often do that task better, faster, and without the coordination overhead. So don't benchmark automation against the quality you're getting from your current BPO provider. Benchmark against the quality you gave up when you offshored.

The RPA question

A generation of finance and back-office automation runs on RPA: scripts that log in, copy values, and click through screens. It works, and it's brittle, because the scripts replay instead of reasoning, and they break whenever a screen or an input format changes. The live decision in most operations teams is not whether to automate but whether to keep patching the scripts or move the messy parts to agentic automation that reads the content instead of the pixels.

You haveThe automation answer
Invoices, forms, claims arriving as PDFs and emailDocument processing into the ledger or CRM
Staff re-keying data between systemsData entry automation through the systems' APIs
A process that dies when one person is on leaveWorkflow automation with the steps made explicit
An offshore team doing repetitive back-office workAI-first BPO, benchmarked honestly

Workshop-then-build

Our delivery model is one workshop day and your team ships its own automations. We map the processes with the people who run them, build the highest-payback automation live, and leave the team able to extend it. The build mechanics live in AI development, and if what you're automating is really a whole role rather than a process, the AI roles section is the better map.

Common questions

What business processes can be automated?

The reliable targets are document processing into your systems of record, data entry and reconciliation, email triage, approvals, scheduling, and reporting. The filter we use in audits: anything currently offshored is a candidate, because if a task was cheap enough to offshore, it will usually automate better than it outsources.

What's the difference between RPA and AI automation?

RPA scripts mimic clicks and keystrokes, so they're brittle: change a screen and the script breaks. AI automation reads and reasons over the content, so it survives format changes and handles the messy middle. Most finance teams we see aren't deciding whether to automate, they're deciding whether to keep patching RPA.

Do we need developers on staff to keep automations running?

Not if the handover is done properly. Our model is workshop-then-build: we build the first automations with your team in the room, so the people who own the process can inspect, adjust, and extend what runs. An automation nobody in the business can modify is a dependency, not an asset.

Where to start
$2,500flat, AI Audit
  • Every AI opportunity in your business, mapped in 7 to 14 days
  • Ranked roadmap with a spec and ROI figure for each build
  • The fee is credited toward your build, doubled to $5,000 if you build within 30 days
How the audit works

Turn this into real leverage.

We map where AI pays back in your business and build the agents that get you there.

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