Oregon · Applied AI
AI HR assistant in Eugene
For Eugene operators who want a working pilot in weeks, not a year-long programme.
What AI HR assistant actually does
An AI HR assistant trained on your policies, awards, and the Employment Relations Act. Answers staff questions, drafts contracts, screens applicants, and flags HR risk – without replacing your people lead.
The version of AI HR assistant that works for a Eugene business is rarely the version a national vendor would sell you. We build the one that fits how your team actually operates – usually with fewer parts than the off-the-shelf pitch.
- 01 Answers leave, pay, and policy questions 24/7
- 02 Drafts contracts, warnings, and PIPs from templates
- 03 Screens CVs against role criteria with reasoning
- 04 Flags ER risks before they become disputes
Built on: Claude Employment Hero API BambooHR Vercel
Why Eugene businesses choose this
Eugene runs on higher education, timber and a growing outdoor gear and sportswear industry – AI here means fitting a market that values craft over hype.
Where Eugene operators actually lose hours.
A major public university, a timber and forest-products industry with deep roots, and a footwear and sportswear cluster that grew up around it. Eugene businesses want AI that's genuinely well-built, not just well-marketed.
We work with teams across Eugene: Downtown Eugene · Whiteaker · Springfield · South Eugene · River Road · Santa Clara.
How we build AI HR assistant for a Eugene team
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Eugene business, so value lands before the build is finished. Every engagement starts with a short call and a paid discovery if the brief needs one.
AI HR and people ops.
The outcome for Eugene teams
If we build the right slice first, Eugene teams feel the difference inside the first month. HR enquiries drop 65% in the first month – leaders get their week back.
HR enquiries drop 65% in the first month – leaders get their week back.
AI HR assistant in Eugene – common questions
When does AI HR assistant actually pay back?
Inside the first quarter, in our experience. We pick the first slice specifically because it's the highest-leverage workflow for a Eugene – so the savings start landing before the rest of the build is finished.
Do you do hourly billing or fixed price?
Fixed price for the pilot, every time. After that it's your call – fixed price per milestone or a small monthly retainer for ongoing iteration. We don't run open-ended T&M because it disincentivises us from finishing.
Anyone else in this space using AI HR assistant?
Plenty. HR enquiries drop 65% in the first month – leaders get their week back. The interesting question is rarely "does it work" – it's "is your team ready to use the output." That's what we'd scope on the call.
Will this run on our own infrastructure?
Yes, where it makes sense. AI HR assistant can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to Claude, Employment Hero API, BambooHR, Vercel but the architecture supports your existing platform choices.
Skip the pitch.
Tell us the workflow and we'll come back with what we'd build first.
Get in touch
Talk to us about this
Tell us what you're trying to do and we'll reply with how we'd build it — no obligation.