DataByte
Product

One integrated platform. Everything your data team needs.

Every module runs on the same Apache Spark + Kubernetes foundation. Same catalog, same RBAC, same operational surface, so switching modules isn't switching contexts.

DataByte product modules across the integrated platform stack
Architecture

From cloud infrastructure to BI. One stack.

Layered on a battle-tested compute foundation, Spark on Kubernetes, with auto-scaling, multi-cluster, and cloud-agnostic deployment.

Business Intelligence

DashboardsChart WidgetsScheduled ReportsSwagger-backed APIs

Intelligence

ML StudioForecasterAnomaly DetectorSherlock (RCA)ProcBot

Delivery

Data Insider (REST)AnalyticsExternal system delivery

Processing

Transformer (Visual Canvas)JupyterContainerised Spark pipelines

Ingestion

X→Y (batch/on-demand)CDC (log, query, trigger)Advance ETL · 2000+ connectors

Governance

Data CatalogDataOpsSMART frameworkPlatform Admin & RBAC

Sources

RelationalNoSQLCloud storageKafkaRESTSaaSFiles

↑ Apache Spark · Kubernetes auto-scaling · Multi-cluster · Cloud-agnostic (AWS · Azure · GCP · Private) ↑

The modules

Grouped by what they do for you.

Each module is fully production-grade on its own. They share a data model, a security model, and a catalog, so teams stop paying the integration tax between them.

Ingestion

Data IngesterMove data in at any cadence: scheduled batch, on demand, or change data capture that streams every insert and update as it happens.BatchCDCAdvance ETL

Integration

Integration ConnectorConnect any two systems without a custom project. Build the flow on a visual canvas, test it before it goes live, and run it with approvals attached.Visual flowsOpen standardGoverned

Processing

TransformerBuild transformation pipelines on a visual canvas or in a notebook, whichever suits the person doing the work. One engine for batch, streaming, and on demand.Visual canvasSparkStreaming

Intelligence

ML StudioTake a model from data preparation to production in one place. AutoML and experiment tracking, one-click deployment as a versioned API, drift monitoring after go-live.AutoMLDriftRESTAgent StudioBuild conversational and autonomous agents against the governed model rather than an export of it. Every agent answers inside the permissions of the person asking.ConversationalAutonomousGovernedForecasterForecast demand, capacity, or cash with 25+ time-series algorithms. Scheduled runs, accuracy dashboards, and side-by-side backtests, so you can see which model to trust.Time-seriesBacktestingScheduledAnomaly DetectorCatch the problem while it is still small. Continuous learning on live SQL, Kafka, webhook, and API streams, with alerts that carry the data that triggered them.Near-real-timeKafkaSelf-learning

Operations

SherlockRoot cause analysis that runs itself. No-code decision trees isolate the failing component, trigger the fix, and verify recovery before the incident is closed.Root causeAuto-remediationNo-codeProcBotAutomate the operational work nobody wants to own. Event and schedule-driven workflows with conditional logic, action blocks, and first-class integration with external systems.WorkflowEvent-drivenNo-codeDataOpsLive pipeline health, SLA tracking, and failure-pattern analysis in one operational view, with AI recommendations on what to fix before it becomes an incident.Command centreSLAAI insights

Delivery

Data InsiderTurn any SQL or NoSQL source into a secured REST API. Row and column-level security, rate limiting, versioning, and generated documentation are included.Data as APIGovernedVersionedAnalyticsDashboards and reports built with a visual query builder, delivered on a schedule by email, SFTP, or API, and governed by the same permissions as everything else.DashboardsReportsScheduled

Governance

Semantic OntologyModel the business in the language the business uses. Orders, Customers, and Network Elements become versioned definitions carrying their own relationships, APIs, lineage, and policy.Business objectsRelationshipsLineageExplainability FabricEvery platform action is recorded with what authorised it, cryptographically chained so later alteration is detectable, and evaluated continuously against executable compliance controls.Tamper-evident auditPolicy as codeContinuous complianceData CatalogOne place to find any data asset and see where it came from. Automated discovery, cross-tool lineage, business glossary, classification, and automated PII tagging.LineagePIIDiscovery
Agentic AI layer

Agents across platform.

A growing library of agents ships with the platform, regardless of which modules you turn on. No separate contract, no separate model to manage.

Talk to Your Data

Plain-English queries over SQL, NoSQL, S3, Cassandra, and APIs.

ETL/ELT Designer

Describe the requirement, and the agent ships a deployment-ready pipeline.

Spark Summarizer

Turns verbose Spark logs into "what ran, failed, was slow, fix this."

ProcBot Designer

Describe a process, and the agent generates the working script in bash, Python, Terraform, or Ansible.

Sherlock

Autonomous agents help with not only problem discovery but throughout the process from problem detection to auto-remediation and closure.

DataOps AI

Ask about pipeline health and SLAs; answers come from live telemetry.

AI Governance & Intelligence

AI agents continuously enrich metadata, classify sensitive data, monitor compliance, and generate governance insights across enterprise data assets.

Data Exploration AI

Describe the requirements in natural language, and the agent generates the transformation code behind the scenes to produce the output.

Integrations

Connects to where your data already lives.

Two thousand plus connectors across six categories, delivered through the Advance ETL engine. Drag-and-drop by default; custom code when the source demands it.

Databases & warehouses

  • PostgreSQL
  • MySQL
  • Oracle
  • SQL Server
  • Snowflake
  • BigQuery
  • Redshift
  • MongoDB
  • Cassandra

Cloud storage

  • AWS S3
  • Azure Blob
  • GCS
  • Azure Data Lake
  • HDFS
  • MinIO

Streaming & messaging

  • Apache Kafka
  • AWS Kinesis
  • Azure Event Hubs
  • RabbitMQ
  • Webhooks
  • REST APIs

SaaS & applications

  • Salesforce
  • SAP
  • ServiceNow
  • Workday
  • HubSpot
  • Zendesk
  • Jira
  • + 280 more

BI & reporting

  • Power BI
  • Tableau
  • Looker
  • Excel
  • SFTP export
  • Email delivery

File formats

  • CSV / JSON / XML
  • Parquet
  • Avro
  • ORC
  • FTP / SFTP

See it running on your stack.

Thirty-minute walkthrough. Your data, your connectors, real pipelines. No slideware.

Request a demoExplore the product