AI engineering studio for B2B operations
We build voice, intake, finance, and monitoring systems for teams that are done babysitting the same operational mess by hand.
Most automation sites sell possibility. We would rather name the exact mess, wire it into the real system of record, and keep the human handoff visible when the workflow leaves scope.
That is why we take narrow pilots, write evals early, and leave the operator with a queue or dashboard they can actually run. If a workflow is too broad to land cleanly, we say no before anyone burns a quarter on demo theater.
How we work
Scope one workflow hard enough that success and failure are both visible.
Build against the real system boundary instead of a sandbox demo.
Keep human review where being wrong is expensive.
Hand over the queue, scorecard, and exceptions with the pilot.
A front-desk agent that answers after-hours and overflow calls, qualifies the job, books directly into one calendar, and sends the confirmation text without asking the dispatcher to clean it up later.
A procurement and AP workflow that turns supplier emails, forms, and attachments into a vendor-ready draft, with the last approval step still owned by a human.
Finance Gateway turns raw bank-feed activity into categorized, reviewable posting work so reconciliation happens during the week instead of at month-end.
A provider-side RCM workflow for teams that spend too much time turning denial notices into first-level appeal drafts and routed worklists.
A watch layer for AI-surface presence, supplier changes, and other operating signals that matter, with alerts routed into the channel where the team already works.
Experimental build
Auranode also runs a small internal trading-system R&D lane. It belongs in an experimental card, not the main customer rail: useful as evidence of engineering range, easy to remove, and explicit that the visual is process-oriented rather than a performance claim.
Illustrative signal trace. Not a live P&L claim.
Start a conversation
We use a short scoping call to decide whether there is a real pilot worth running. If the workflow is too broad, too early, or better served by another tool, we will say that directly.
Founder-routed enquiries now; dedicated Auranode inbox can drop in once confirmed live.
