AB-241Pending
AB-242Pending
AB-243Resolved
Auto-categorize incoming RFPs by procurement stage and assign the right specialist.
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● Confidence high# actions 12
Abrink designs and ships custom AI applications that slot into the work you already do — replacing the busywork, sharpening the judgement.
We don't sell a platform. We embed, observe, and ship the smallest tool that removes the largest friction — usually within six weeks.
How we workEach engagement is a short, high-trust loop: discovery, prototype, ship, measure. Then we decide together what loop two looks like.
One week shadowing the people who'll use the tool. We map the actual decisions, the actual friction, and the actual stakes.
Week 1 · DiscoveryWorking software in front of real users by day 10. We measure against the metric that actually matters, not a benchmark.
Week 2 · PrototypeProduction deploy with eval harness, observability, and a runbook your team owns. No vendor lock-in.
Week 3–5 · Ship30 days of co-piloting in production. We leave when the team can run, extend, and retrain it without us.
Week 6 · Handoff“They didn't sell us AI. They watched our team for a week, then quietly built the one thing that unblocked everything else.”
Operations, logistics, legal, healthcare ops, financial services.
Cut RFP triage from 6 hours to 22 minutes by routing inbound bids through a domain-tuned classifier.
Internal copilot now answers 71% of frontline policy questions without a human in the loop.
Replaced a 12-step intake form with a conversational agent that captures the same data in a third of the time.
Eval harness that flags model regressions before they hit customer-facing surfaces.
Straight from the teams that lean on Abrink to keep their operations sharp — names, numbers, and the not-so-glamorous middle.
Read case studies30 minutes, no slides. Tell us what's slow. We'll tell you whether we can help — and what it'd cost.