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LAYER 02 · DATA SERVICE PLATFORM

Connect, transform, and visualize data,
design APIs, and automate services.

Get data collection protocols, transformation, APIs, visualization and automation in a single executable. Build data services for your operations directly, without assembling separate backends.

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COLLECT

HTTP · MQTT · Bridge

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TRANSFORM

TQL · SQL · SCRIPT

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VISUALIZE

Cameras · LiDAR · Depth sensors

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AUTOMATE

Timer · API · Alert

CONNECT EVERY DATA PATH

Connect field systems and applications
through standard interfaces

Neo provides built-in services for writes, queries, messaging, and connections to external databases.

The same data flows directly into APIs, TQL, and visualization.

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HTTP API

SQL query, JSON/CSV/ILP writing, file upload, and real-time watch API

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Message Bridge

Subscribe to external MQTT and NATS messages and pass them to the TQL and DB input flows.

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MQTT v3.1.1 / v5

Sensor writes, db/query·db/reply, JavaScript·WebSocket client

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Files & ILP

Loading CSV and JSON files and Telegraf and Influx Line Protocol compatible input

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Database Bridge

DDL/DML connection of SQLite, PostgreSQL, MySQL, and MS-SQL

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SSH & Web UI

Run Shell, SQL, TQL, Dashboard and Tag Analyzer in the browser and over SSH

BACKEND DATA SERVICE API

Easily build everything from Protocol Agent to APIs, visualization, and Scheduler

Fewer components mean fewer potential points of data loss and fewer operational handoffs. 

Start at the edge and scale to servers and the cloud using the same data service architecture.

TQL · TRANSFORMING QUERY LANGUAGE

Read and transform data,
​then deliver it as a service without coding.

SRC

SQL · CSV · JSON
HTTP · MQTT · Bridge

MAP

Filter · Group · FFT
SCRIPT() · Math

SINK

DB · API · CHART
HTML · GEOMAP

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Filter and aggregate data from SQL, files, HTTP and Bridge in a declarative pipeline. Send results directly to database writes, API responses, files, Chart, HTML and Geomap.

BUILT-IN DASHBOARD

Visualize data
as soon as it arrives.

Move and resize panels, and apply a global time range and automatic refresh.

Tag-based queries, Advanced Query, formula-based Transform, and TQL Chart can be combined in a single dashboard.

Line
Gauge
Geomap
Bar
Pie
TQL Chart
Scatter
Liquid Fill
Advanced Scatter
Text

Dashboard workspace

Panel positioning and resizing, a shared time range and automatic refresh

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Chart settings

Tag/Advanced Query, data transformation and display options for each chart

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Panel control

Move, resize, duplicate, and delete chart panels

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Time synchronization

Global and chart-specific time ranges and periodic automatic updates

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Query & Transform

Tag aggregation, direct SQL, and formula calculations across Query results

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Reusable output

Save Dashboard · View Link · Convert TQL File

TAG ANALYZER

Analyse massive volumes of tag data
across different timescales.

Use ROLLUP on TAG tables to query long time ranges quickly. Switch between RAW and STAT, compare multiple tags and perform frequency analysis within the same interface.

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Tag Analyzer dashboard

Multiple charts, time ranges, per-tag aggregation and switching to RAW data

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1-second, 1-minute, 1-hour ROLLUP-based high-speed range lookup

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avg·min·max·sum·count statistics mode

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Slider zoom and 50% range shifts

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UCL/LCL, secondary Y-axis and custom ranges

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Overlay selected charts in one view with Overlap Chart

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2D · 3D FFT frequency analysis of the selected range

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Overlap Chart

Overlay different charts on a shared timeline for comparison

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FFT 2D · 3D

Analyze frequency components and changes over time within the selected range

AUTOMATION · SECURITY · INTEGRATION

Extend beyond basic service features
with powerful data infrastructure for building production services.

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Timer Automation

Use CRON and @every schedules to run TQL collection, aggregation and external transfer tasks.

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Token & X.509

Secure connections with HTTP and MQTT token authentication, plus TLS and X.509 authentication for MQTT.

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Prometheus & Grafana

Scrape Neo's metric endpoint with Prometheus and view operational metrics in Grafana.

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Telegraf Integration

Connect existing Telegraf data collection pipelines to Neo through ILP and MQTT.

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Turn data services into business results

NEXT LAYER

Explore replication, OPC-UA, Blackbox, LLM analysis and industry-specific application packages.

Run the complete data workflow in Machbase Neo.

TALK TO MACHBASE

Explore everything from data ingestion and TQL transformation to Dashboard, Tag Analyzer, and Timer automation in a single executable.

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