Universal Precision Instrument Interface

One ingress. Every precision instrument.

Universal Precision Instrument Interface — sensors and field cameras today; direct instrument protocols are planned.

Live today: sensor readings over HTTPS/JSON and photos from field cameras flow straight in, and a threshold breach triggers a workflow. Planned: direct industrial protocols (Modbus, OPC-UA, MQTT), pluggable adapters and per-device cryptographic identity.

One workflow engine, from cameras in a plastic tunnel to sensors on a production line. On the Enterprise plan it can run in your own environment.

  • Sensors + cameras · live
  • Protocol drivers · planned
  • Device identity · planned
  • Digital twin · planned
  • Sovereign deploy · Enterprise
06.0 Live scene

From the floor to sign-off, one line to follow.

Five steps: how NEXUPIRA turns photos and readings from the floor into work that has an owner and waits for approval.

06.05 Before / After · Planned scenarios

What you stop doing.

These are the scenarios we are planning with partners; they are not available yet. Everything marked Live in the 3D scene above works today.

Lab spectrometer Planned
Today
With NEXUPIRA
Operator hand-reads CSV / printed report
Spectral data piped straight to the LLM
Anomalies wait for shift handover
Anomalies push to Slack / LINE in real time
Results stuck on local PC, no cross-shift trail
Every run lands in the audit log, replayable
PCB inspection Planned
Today
With NEXUPIRA
Hard-coded thresholds miss new defect classes
YOLO + Vision LLM cross-validation
High false-positive rate, manual re-check
Confidence < 0.8 → human review queue
Defect images archived but never analysed
Auto-feedback loop, model updates weekly
CNC process Planned
Today
With NEXUPIRA
PLC anomalies buried in raw logs
Anomaly → Workflow Engine fires a ticket
Tool change by operator gut feel
Wear trend predicted, change scheduled
Yield drop investigated after the fact
Causal chain intact, root run identified
Time-series log Planned
Today
With NEXUPIRA
Operator stares at multi-channel dashboard
AI continuously compares against historical windows
Anomalies drowned in channel noise
Anomalies auto-flagged with confidence score
Tickets opened by phone / email
MCP → CMMS, ticket fires within seconds
06.1 Protocols · 1 live · 6 planned

Seven protocols, one ingress.

Today, sensor readings and camera photos come in over REST (HTTPS/JSON). Adapters for the other six protocols are planned and will land in the same ingress, with anomalies going to the same event bus.

01 Modbus

Modbus Planned

TCP / RTU

PLCs · drives · power meters

02 OPC-UA

OPC-UA Planned

binary · TLS

industrial controllers · SCADA

03 MQTT

MQTT Planned

pub/sub · QoS 2

IoT sensors · edge devices

04 REST

REST Live

HTTPS · JSON

cloud-bridged instruments

05 gRPC

gRPC Planned

HTTP/2 · protobuf

high-throughput streams

06 Serial

Serial Planned

RS-232 / RS-485

calipers · balances · spectrometers

07 USB-HID

USB-HID Planned

HID profile

OCR scanners · readers · particle counters

06.2 Principles · UPII design contract

Six design principles, in development.

This is the design contract for the UPII ingress. Items marked Planned are not available yet; sovereign deployment is offered on the Enterprise plan.

01

Driver-pluggable Planned

One adapter per protocol, schema negotiated on first contact. Plug a new instrument → ingress queries its capability → registers it.

02

Binary-safe Planned

Native frame preserved in storage. The LLM sees a JSON projection — not the frame itself. Same data, two views.

03

Sovereign Enterprise plan

Ingress + storage + inference + decision + egress all inside customer deployment. No third-party cloud hops.

04

Crypto identity Planned

One key pair per device. Telemetry signed. Replay-resistant nonce. Audit log pinned to device ID.

05

Zero-trust Planned

Default deny. TLS / mTLS. Per-frame audit log. Any ingress request is replayable, traceable, and verifiable.

06

Versioned Planned

Schema negotiated on first contact, then versioned. Device firmware change → previous data never breaks.

06.3 Ingress flow · Frame → projection → action · planned

One payload, two views. Planned

This is the planned ingress design: binary frames kept for long-term storage and replay, a JSON projection for the LLM. The event bus and workflow engine in it are already live.

NO CLOUD HOPS

Adapter → ingress → twin entity → Event Bus → workflow → audit log, all inside your deployment (Enterprise plan).

BINARY-SAFE

The raw frame is the audit evidence; the JSON projection is the LLM’s view. Both come from the same signed source. (Planned)

PER-INSTRUMENT KEY

One key pair per device, signed telemetry, replay_nonce rejects duplicates. Cryptographic identity, not an IP allow-list. (Planned)

06.4 Chains · Industrial integration matrix · planned

One Event Bus. Three industrial chains.

Three planned industrial chains. They will run on the same workflow engine that is live today; what is still in development is the direct instrument protocol at the front.

Inspection Planned
OCR scanner
Quality gate fail
Procurement order
Supplier ticket
Process Planned
PLC anomaly
DT state deviation
Workflow inference
Operator notify
Lab Planned
Spectrometer reading
Compute timeseries
Threshold breach
Audit + alert

Connect your floor, and plan the next step with us.

Sensors and field cameras connect today. Want a specific instrument wired in directly? Bring your line and talk to us.

Closed beta

NEXUPIRA subscriptions are in closed beta

Want early access to a subscription plan? Email [email protected] to get on the list — we will announce publicly when phase two opens.

Enterprise module purchases and custom projects are open as usual — email [email protected] and we will get back to you shortly.

Stay tuned on our website or follow us on LinkedIn for updates.