Use case · Regulated labs

AI for regulated, multi-state labs. Your data never leaves the building.

Regulated lab operators cannot ship samples, results, or financials to a metered cloud model. NodePlus runs on 100% local models, in your facility, across every system you already run.

It is the AI command surface behind our anchor customer: a multi-state regulated lab business. One place to see finance, operations, and compliance, with every answer traceable to the source record.

What regulated operators get
100%
local models, no data leaves your building
$0
per-token AI bills, no metered cloud inference
4
systems unified: finance, sales, operations, HR
§ IThe constraint

Metered cloud AI is a non-starter when data residency is the rule

For a regulated operator, the question is not whether AI is useful. It is whether the data can legally and safely leave the building. Usually it cannot.

  • Sample data, chain of custody, and results carry residency and retention obligations that a public AI API cannot satisfy.
  • Multi-state operations mean multiple data boundaries, each of which a cloud model would cross on every request.
  • Per-token pricing turns routine analysis into an unpredictable, metered cost your controller cannot forecast.
  • Point tools leave finance, operations, and compliance in separate systems no one can query together.
  • Auditors want a traceable answer, not a confident guess from a black-box model.
  • The integration work to connect legacy LIMS and accounting is quoted in quarters and six figures.
§ IIHow NodePlus fits

One local command surface across every system the lab runs

NodePlus reads your systems in place, reasons over them with local models, and builds the software glue between them. Nothing is sent out for inference.

Runs on local models

The reasoning and coding engine runs on hardware you control. No third-party AI provider sees a single record, and there are no per-token bills.

Reads LIMS, finance, and ops

Connect the LIMS, accounting, and operations tools you already run. NodePlus answers across all of them from one surface.

Traceable answers

Every answer links back to the source record it came from, so a result stands up to an auditor instead of raising a question.

Per-site isolation

Each site or state runs inside its own data boundary, so a multi-state operation keeps tenants cleanly separated.

Builds its own integrations

The coding engine writes and repairs the connectors between legacy systems, work a traditional shop quotes in quarters.

Finance to compliance, unified

Finance, sales, operations, and HR live on one screen, so the people running the lab stop stitching reports together by hand.

§ IIIProven, not theoretical

Built against a real regulated operation, then productized

NodePlus was proven with our anchor customer, a multi-state regulated lab business, before it was offered to anyone else. The build cost page shows a regulated LIMS a traditional shop quotes near $1.8M, shipped on local models for $0 per token.

The same engine scores 66.6% on SWE-bench Pro and 93.8% on LongMemEval, both on 100% local models. The benchmarks below are the receipts.
§ QCommon questions

Does our lab data ever leave the building?

No. NodePlus runs on 100% local models on hardware in your facility or your isolated tenant. Sample records, results, and financials are read in place and never shipped to a third-party AI provider for inference.

How does this fit a regulated, multi-state operation?

NodePlus reads across the systems a lab already runs: its LIMS, accounting, and operations tools. Every answer traces back to the source record, so the same command surface works whether you run one site or many across state lines, each with its own data boundary.

Do we pay per token or per query?

Neither. The coding and reasoning engine runs on local models with no per-token bills and no metered cloud inference. Pricing is a flat recurring subscription, not usage-based, so heavy months cost the same as light ones.

What can NodePlus actually do for a lab?

Answer questions across finance, sales, operations, and compliance in one place, flag issues before they surface, and build and repair the software glue between your systems. Our anchor customer, a multi-state regulated lab business, is where the platform was proven.

How long does it take to go live?

Every account is onboarded personally. A focused deployment against your existing systems typically stands up in weeks, not the multi-quarter timelines a traditional integration shop quotes.

See NodePlus read your lab, without your data leaving it

Book a briefing and we will scope a deployment against your LIMS, finance, and operations systems, all on local models.