The promise of off-the-shelf AI is "plug it in and save hours." The reality is integration costs, brittle prompts, and a tool nobody trusts. Custom work avoids that by starting from how you actually operate.
What "custom" actually means
We build three kinds of things, depending on the problem.
- Workflow automations. Glue between your existing systems plus an AI layer that reads, classifies, drafts, or decides. Most of what we build sits here.
- Internal copilots. A purpose-built assistant your team uses to query data, draft documents, or run a checklist — trained on your terminology, your processes, your accounts.
- Decision systems. Heavier lifts. Pricing engines, route optimization, predictive maintenance. We only take these on when the data is there and the use case is sharp.
How we work
Two weeks of discovery, in person where possible. We define one viable target — usually the workflow eating the most hours — and scope a pilot.
Four to eight weeks of build, with weekly check-ins on your real data, not synthetic samples. Pilot goes live with a small group, we tune it for a month, then it rolls out to the rest of the team with training.
You don't pay for "AI strategy" deliverables that go in a drawer. The deliverable is the working system.
Why we're set up to do this in Alaska
Most custom AI shops sit in Bay Area office parks and try to remote-build for clients in industries they've never visited. We're in Anchorage. We work onsite. We've sat in dispatch rooms, in field offices, in clinics, in warehouses across the state. That access is most of the work.
It also means we understand what "secure" means for clients who answer to ANCSA boards, to HIPAA, to federal contracts. We build to that posture by default, not as an afterthought.
"We'd tried other consultants before. Attu was the first team that understood our operations from day one and delivered a solution our crews could actually use in the field." — Jesse, Alcan Electrical & Engineering
Questions we get
Why custom instead of an off-the-shelf product?
Off-the-shelf products fit the average customer. Your operation is not the average — your data, your handoffs, your compliance, your team. Custom development costs more up front and pays back fast because the team actually uses it.
Who owns the code and the model?
You do. Everything we build is yours — the code, the integrations, the prompts, the fine-tuned models. We document it so a successor (yours or ours) can maintain it.
How do you handle security and compliance?
We design to your existing compliance posture from day one — HIPAA for healthcare clients, SOC 2 controls for clients who carry that obligation, locked-down data handling for everyone. We do not pipe your data through someone else's consumer API by default.
For operational use cases, start at AI automation for Alaska businesses. Anchorage-based? See AI consulting in Anchorage.