Everyone from analysts to engineers, HR and Sales. Data teams use it to model, clean, and serve insights Ops teams rely on real-time triggers and alerts Developers embed data into apps and processes Decision-makers trust it for reliable, up-to-date reporting A good platform empowers every layer of the business.

Can a data platform support real-time analytics?

Yes - if it’s built for it. Real-time data platforms (like Rayven’s) let you: Ingest data from live sources (e.g. IoT devices, sensors) Trigger workflows instantly Generate dashboards and insights as things happen Perfect for use cases where seconds matter - not hours.

What should you look for in a data platform?

Make sure your platform can: Integrate with your full tech stack Handle real-time and historical data Support automation, AI, and visualisation tools Scale securely with governance built-in Offer a low-code environment to speed up delivery You want flexibility without compromise.

What features should workflow automation software include?

Yes - if you choose the right platform. Good workflow automation software connects to: ERPs, CRMs, and finance tools IoT platforms and devices Messaging systems (Slack, Teams, email) Data lakes and warehouses Integration makes automation smart, not siloed.

What makes Rayven’s data platform different?

Rayven’s platform is built for action, not just analysis. Real-time ingestion, transformation, and automation in one place Unified low-code environment for ops, analysts, and devs Connect anything: machines, APIs, apps, edge devices Full visibility, governance, and control -without needing a PhD in data engineering What's more you can actually do something with the data: build automations or complete apps that enable you to improve using data. Easy-to-use, all-in-one, and affordable - even at-scale. Speak to us.

Data Intelligence Platform | Real-Time AI, LLMOps + Automation

		Snowflake	Databricks	Microsoft Fabric	Google BigQuery	HighByte	Tulip
Real-time Ingestion	Native streaming	Micro-batching only	Structured streams	Limited live feeds	Append-only	Batch only	App-triggered only
Time-Series + Unstructured DB	Cassandra + SQL hybrid	Relational only	Lakehouse	Limited NoSQL	Relational only	No DB layer	Relational only
SQL + API Access	Full SQL + REST/GraphQL + API endpoint	SQL, API limited	SQL + PySpark APIs	SQL only	SQL + API	API connectors only	Limited APIs
AI / ML + LLMOps	Hybrid Cassandra + MySQL. Doc / PDF / Email	3rd-party only	MLflow native	Azure ML only	Vertex AI add-on	Not supported	Not supported
No-, Low-, and Full-Code	Drag-drop, prompt + full JS/HTML	SQL only	Code-heavy	No low-code	No low-code	Limited UI	No-/low-code focus
Workflow Automation	Visual + AI nodes	Not built-in	Code orchestration	Power Automate link	Not built-in	Basic rules	Limited flows
OT + IT + SaaS Interoperability	Connect anything (guaranteed)	IT / SaaS only	IT / SaaS only	MS stack only	GCP ecosystem	OT focus	SaaS only
Security + Encryption	Enterprise-level	Enterprise-level	Enterprise-level	Enterprise-level	Enterprise-level	Basic. Not enterprise.	Basic. Not enterprise.
Deployment Flexibility	SaaS, Private Cloud, OnPrem + Edge	Cloud-only	Hybrid-focus	Azure-only	GCP-only	Edge gateways	Cloud-only
Pricing Transparency	Simple, pay-for-use. Tiers	Complex credits	Variable compute	Enterprise only	Usage-based, opaque	Custom quotes	Tiered plans
Free Trial	Yes	Limited free trial	Limited free trial	No free trial	Limited free trial	No free trial	Yes

'Easy IoT solutions.'
"A practical solution
for connecting our
machinery and data."

Etiko, CEO, Machinery
'Fast, reliable, and
developer-friendly.'

Chloe, IT
'Allows us to deliver
a remarkable number
of different energy
and IoT solutions.'

Gavin, CEO
"A more user-friendly
alternative, eliminating
the heavy setups."
"A versatile low-code
platform that
really delivers."

Marof, Outsourcing
'The best balance
of no-code simplicity
and dev flexibility.'

Alexander, Developer

'Easy IoT solutions.'
"A practical solution
for connecting our
machinery and data."

Etiko, CEO, Machinery
'Fast, reliable, and
developer-friendly.'

Chloe, IT
'Allows us to deliver
a remarkable number
of different energy
and IoT solutions.'

Gavin, CEO
"A more user-friendly
alternative, eliminating
the heavy setups."
"A versatile low-code
platform that
really delivers."

Marof, Outsourcing
'The best balance
of no-code simplicity
and dev flexibility.'

Alexander, Developer

'Switch to code when
needed is incredibly
useful.'
"A true all-in-one
platform for
IT Teams."

Margarita,
IT Consultant
'Rayven helps us
move from idea
to execution fast.'

James, Mechanist
'We see Rayven as
a key part of our
digital transformation.'

Rob, CEO
'Incredible for
monitoring our critical
medical storage.'

Tami, Pharmaceuticals
"Fast automation, great
for fraud and
risk management."

Frank, Risk, Manager, Insurance
'A powerful all-in-one
platform for building apps
and automations.'

'Switch to code when
needed is incredibly
useful.'
"A true all-in-one
platform for
IT Teams."

Margarita,
IT Consultant
'Rayven helps us
move from idea
to execution fast.'

James, Mechanist
'We see Rayven as
a key part of our
digital transformation.'

Rob, CEO
'Incredible for
monitoring our critical
medical storage.'

Tami, Pharmaceuticals
"Fast automation, great
for fraud and
risk management."

Frank, Risk, Manager, Insurance
'A powerful all-in-one
platform for building apps
and automations.'

'Powerful adaptive
analytics &
predictive maintenance.'
"Rayven services
the divide between
product and IT!"

Jeffrey, Product Supervisor,
Wholesale
'Scalable low-code
platform that saves
dev teams time.'

Prafull, Developer
'The platform's flexibility
means we can address
a broad range of use cases.'

Digital Manger
'Powerful loT + AI platform
that simplifies complex
data management.'

Adam, Risk Manager, IT
"Scales with you -
MVP vs. Production."
'Rayven helped us
streamline operations
across stores.'

Erin, Senior Manager

'Powerful adaptive
analytics &
predictive maintenance.'
"Rayven services
the divide between
product and IT!"

Jeffrey, Product Supervisor,
Wholesale
'Scalable low-code
platform that saves
dev teams time.'

Prafull, Developer
'The platform's flexibility
means we can address
a broad range of use cases.'

Digital Manger
'Powerful loT + AI platform
that simplifies complex
data management.'

Adam, Risk Manager, IT
"Scales with you -
MVP vs. Production."
'Rayven helped us
streamline operations
across stores.'

Erin, Senior Manager

Rayven doesn’t stop at exposing an endpoint. It gives you the full stack, so every API action is native to the platform, not a bolt-on:

Inbound ingestion: Accept any JSON with auth, schema validation + UID/timestamp mapping.
Outbound feeds: Publish filtered, authenticated data directly from workflows.
Webhooks: Push real-time payloads with queueing + retries.
External calls: Connect out via REST (GET/POST/PATCH).
Hybrid storage: Persist all data in SQL + Cassandra for query + AI.
Inline transforms: Enrich, validate + filter before distribution.
Push/pull modes: Handle sync responses, schedules + fire-and-forget.

A platform that ingests, enriches, and operationalises data to deliver analytics, predictions, and automations in real-time. It unites pipelines, semantics, storage, AI, and orchestration so you can go from data to decision fast.

A warehouse stores history. A data platform unifies tooling. A data intelligence platform adds semantics, real-time decisioning, and AI/LLMOps - so insights trigger actions, not just dashboards.

Yes. Native stream processing with micro-batch support, plus batch ETL/ELT for heavy lifts. One canvas, consistent governance.

No. Use our hybrid SQL + Cassandra approach for operational queries, time-series scale, and ML features, all governed together.

Everyone from analysts to engineers, HR and Sales.

Data teams use it to model, clean, and serve insights
Ops teams rely on real-time triggers and alerts
Developers embed data into apps and processes
Decision-makers trust it for reliable, up-to-date reporting

A good platform empowers every layer of the business.

Yes - if it’s built for it. Real-time data platforms (like Rayven’s) let you:

Ingest data from live sources (e.g. IoT devices, sensors)
Trigger workflows instantly
Generate dashboards and insights as things happen

Perfect for use cases where seconds matter - not hours.

Make sure your platform can:

Integrate with your full tech stack
Handle real-time and historical data
Support automation, AI, and visualisation tools
Scale securely with governance built-in
Offer a low-code environment to speed up delivery

You want flexibility without compromise.

Yes - if you choose the right platform. Good workflow automation software connects to:

ERPs, CRMs, and finance tools
IoT platforms and devices
Messaging systems (Slack, Teams, email)
Data lakes and warehouses

Integration makes automation smart, not siloed.

Rayven’s platform is built for action, not just analysis.

Real-time ingestion, transformation, and automation in one place
Unified low-code environment for ops, analysts, and devs
Connect anything: machines, APIs, apps, edge devices
Full visibility, governance, and control -without needing a PhD in data engineering

What's more you can actually do something with the data: build automations or complete apps that enable you to improve using data.

Easy-to-use, all-in-one, and affordable - even at-scale. Speak to us.

By Platform Role

By Job Role

By Industry

SMB

Enterprise

White Label Apps

Resource Hubs

Library

Partner

Our Company

AI-powered, unified Data Intelligence Platform.

Join the organisations big + small already achieving more with Rayven:

A real-time data intelligence platform for ingestion, enrichment + action at-scale.

Why Rayven’s Data Intelligence Platform is different.

Connect anything, guarantee interoperability. OT, IT, SaaS, devices, APIs, files. Any format. Any cadence.

Real-time intelligence + automation. Stream processing, rules, triggers, and AI nodes to act instantly.

Hybrid storage that fits the job. MySQL (structured) + Cassandra (time-series/unstructured) for speed, cost + scale.

Built-in AI + LLMOps. Train, tune, and deploy ML/LLMs. Use your data. Update models with real-time context.

Low-code, prompt-to-build - with full code escape hatches. Move fast without walls.

Secure, observable, affordable. Enterprise security, usage oversight, predictable pay-for-use pricing.

Data Intelligence Platform comparison: Rayven vs alternatives.

Rayven is trusted by users + businesses building intelligent data systems around the world.

Rayven has free + low-cost options, making it affordable for every business.

What is a Data Intelligence Platform?

Key capabilities are:

Universal ingestion.

Real-time + batch ETL/ELT.

Context + semantics.

Operational storage.

AI/ML + LLMOps.

Workflow automation.

Visualisation + apps.

Governance + security.

How you’ll use it (outcome-first).

What you'll be able to replace (and why you'll spend less):

Seeeverything.

Decidefaster.

Automate theboring.

SuperchargeAI.

Rayven is a complete Data Intelligence Platform that conquers integration, data silos, format, latency + quality challenges in minutes.

Everything you need to handle data in one place.Future-proof your stack.

Ingest + unify data from anywhere.

Transform + enrich data in real-time.

Hybrid SQL + Cassandra for clever storage.

Orchestrate intelligent data workflows.

Create custom API endpoints.

Connect to LLMs: power workflows with AI intelligence.

Upload + transform: files made actionable in real-time.

Configure your way: use AI prompts, visual editor, and/or code.

The ways Rayven connects.

1: Out-of-the-Box Connectors.

2: Build Online Forms.

3: File uploads + parsing.

4: Chatbots + AI Agents.

5: IoT Devices + Machinery.

6: Data Protocol Connectors.

7: Dynamic Integration Node.

8: Custom Scripts.

This isn’t enterprise-only tech, it’s made for you.

Easy-to-Use

Low Cost (or Free)

Secure

Scalable

Future-Proof

24/7 Support

Rayven + Data Intelligence Platform FAQs:

What is a Data Intelligence Platform?

How is it different from a data platform or warehouse?

Can Rayven handle both stream and batch?

Do I need separate databases for time-series and apps?

How does AI fit in?

Can a data platform support real-time analytics?

What should you look for in a data platform?

What features should workflow automation software include?

What makes Rayven’s data platform different?

How can we help you get started?

Start free.

Talk to an expert.

Rayven is trusted by users + businesses building
intelligent data systems around the world.

See
everything.

Decide
faster.

Automate the
boring.

Supercharge
AI.

Everything you need to handle data in one place.
Future-proof your stack.