Product

Build at the Intersection of Data, Logic, and Experience

Nexus gives developers a unified platform to ingest, transform, model, and operationalize data and then turn it into real-time intelligence, interactive dashboards, and end-to-end analytical workflows.

How to Work With Nexus

Developer Guide


1. Connect Your Data

Start by creating a dataset — whether it's from a file, database, or API. Nexus auto-generates the necessary components such as a typed schema, sample rows, and column profiles to get you up and running quickly.

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2. Build Transformations

Define your logic using Nexus's transformation engine. You can mix visual transformations, SQL, or logic nodes to create the desired data transformation and processing workflow.

3. Create Queries

Leverage the Unified Query Engine to extract the exact data structure needed for widgets or workflows, giving you flexibility in querying and organizing your data.

4. Build Widgets

Once your data is ready, create widgets by assigning data to them, configuring various layers (like data, format, axes, and interaction options), and previewing them instantly for quick iterations.

5. Assemble Dashboards

After building your widgets, place them into dashboards. You can enhance dashboards by adding filters, enabling interactions, and scheduling data refreshes to keep the information up-to-date.

6. Operationalize

Bring your work to life by setting up alerts, creating workflows, deploying logic, or embedding dashboards into other applications, allowing for seamless operation and real-time feedback.

7. Govern & Monitor

Ensure proper governance and monitoring by checking permissions, reviewing audit logs, tracking data lineage, and viewing transformation history to maintain data integrity and traceability.


Ingestion Layer

Data Ingestion & Connectivity

Nexus connects to the systems that matter — securely, consistently, at scale.

Supported Sources
  • SQL databases (PostgreSQL, MySQL)
  • NoSQL systems (MongoDB)
  • REST APIs
  • File-based ingestion (CSV, Excel)
Developer Capabilities
  • Schema auto-detection and typed sample rows
  • Multi-sheet Excel parsing
  • Advanced data profiling (null ratios, uniques)

Ingest via the UI. Define set transformation actions, apply typed schemas

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Abstraction Layer

Unified Query Engine

A single query abstraction across SQL, NoSQL, API, and file-based data. The Nexus Query Engine normalizes results into a consistent typed structure..

Features
  • Cross-source query compatibility
  • Preview mode (1000-row sample window)
  • Full-mode (server-side pagination)
  • Drilldown queries

Developers define query configurations that the engine translates depending on source type (SQL, Mongo, REST API, etc.).

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Visualization Layer

Widget Framework

Your data becomes interactive, dynamic, embeddable visual components. Widgets in Nexus are structured as programmable, schema-aware visualization modules.

Supported Widget Types
  • XY charts (bar, line, area, scatter)
  • Pie & donut charts
  • KPIs & metric tiles
  • Tables & grids
  • Heatmaps
  • Real-time tiles
Layer-based architecture. Each widget is composed of:
  • Data layer: query configuration, filters, aggregations, transformations
  • Format layer: colors, labels, styles
  • Axes layer: scales, domains, series, grouping
  • Interaction layer: drilldowns, hover, tooltips, selection

Widgets can reference datasets, transformation results, or streaming endpoints.

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Control Layer

Governance & Access Control

Built-in security, auditing, and permissioning. Nexus implements fine-grained governance across:

  • Users, roles, groups
  • Resource-level permissions (datasets, dashboards, widgets)
  • Type-level permissions (view-all, discover-all)
  • Audit logging (create/update/delete events)
  • Data retention policies
  • Encryption at rest and in transit
  • Export controls & secure sharing
  • SSO for enterprise tiers

Every action is logged. Every permission is explicit.

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Data applications without the overhead

What You Can Build

Everything is modular. Everything is typed. Everything is convergent.

  • Intelligent BI dashboards
  • Operational control centers
  • IoT command boards
  • Predictive maintenance interfaces
  • Real-time logistics and supply chain monitors
  • SaaS product analytics
  • Embedded analytics for customers
  • Workflow automation dashboards
  • Full digital twins for enterprise systems

Nexus: The Developer Platform Built for Convergence

Nexus brings together ingestion, modeling, transformation, visualization, and operational activation — all in one coherent system.

Your data teams, engineering teams, and business teams now build in the same place. This is what a true Nexus feels like.

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