IOblend
data
integration
simplified
The Next Gen Data Integration Software
IOblend is a powerful data integration application that simplifies, manages and automates the flow of data from any source.
It goes well beyond just connectors and ingestion, offering a true end-to-end data integration capability using a real-time CDC approach and extensive data quality mechanisms.
Bring together all your data (structured and unstructured) using very powerful data integration technology that now also includes the ability to embed AI agents directly into the dataflow.
A perfect application to accelerate data migrations, complex data integrations, IoT and real-time streaming, feature store for MLOps, and AI.


What does IOblend do? TL;DR
Integrate multiple sources (e.g. Oracle, Snowflake, Salesforce, D365, plus many more) with any system in real-time
Drag-and-drop to build event-driven or batch pipelines in Spark – no Spark coding is required
Apply custom data quality & transformation rules using SQL or Python
- Directly embed AI agents into the ETL process to simplify architecture and overheads. IOblend now supports seamless integration with LangChain, enabling developers to embed powerful AI workflows directly into their data pipelines using Python. With native LangChain compatibility, IOblend users can build intelligent automation, connect large language models to real-time data sources, and unlock advanced AI-driven insights without leaving their existing workflows
- Deploy to and run on any cloud or on-prem Spark clusters
Powerful data management and governance to monitor, audit and govern your data at scale
- The “Feature Store without the Store” – Ideal if you want feature engineering + governance + streaming freshness (P99 latency and >1mn TPS) directly in your warehouse/lake, without managing a separate feature store infra. Especially great for on-prem, air-gapped, or cost-sensitive teams.
- A single application to replace your existing data integration stack or to enhance it with new powerful capabilities – full flexibility!
Unlock data insight in days, not years
A data integration solution you can trust
Industry leaders onboard – Microsoft, Snowflake, SAP, AWS, Salesforce, GCP.
Customer voice – “We shrank a six-system integration from weeks to five days with one engineer.” – UK Government Agency
Measurable impact – 90% drop in data-management effort, 10× faster delivery, project payback in a single quarter.
Covers all data integration use cases
Cloud & application migration – retire legacy systems sooner, save licence costs.
Real-time ops & IoT analytics – act on events as they happen, no staging required.
AI production pipelines – guarantee fresh, reliable training and inference data.
- Feature Store – P99 refresh, over 1mn TPS (network bound)

Book a 20-minute executive briefing
We’ll quantify the cost savings and time-to-value for your specific initiatives.
IOblend is the data integration turbo-charger that turns messy, scattered data into governed, analytics-ready gold.
![Data_Integration_and_feature_store_for_ML_AI - IOblend 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- Plug in anything, anywhere. Connect to any data system and ingest batch or real-time streams from cloud and on-prem sources via JDBC, APIs, flat files and more. Sync your data in real-time across multiple systems.
Low-code power, Spark muscle. Drag-and-drop pipelines while IOblend autogenerates optimised Apache Spark jobs behind the scenes—no heavy coding, no bottlenecks. Better yet, IOblend comes with its own execute Spark engine allowing you to run these pipelines on any infra at any scale. Move data processing to “the left” and save massively on in-warehouse computes.
One pipeline, every use case. IOblend’s Kappa-based architecture seamlessly handles CDC, ELT, IoT streams, and AI-driven ETL—all within a single low-code Designer—eliminating the need for multiple tools and dramatically accelerating development.
Built-in data governance. Automated lineage, quality checks, error handling, and audit trails keep compliance effortless. Seamlessly implement an MDM layer (internal or external) or a feature store for ML and AI analytics.
Enterprise scale on modest hardware. Proven to process well over 1 million transactions per second—so you grow without the cost spike.
Bottom line: IOblend lets data teams build production-grade, future-proof data pipelines 10× faster and start delivering ROI this quarter—not next year.
Click Start for Free and experience the full-throttle data integration today.
Overcoming common Data Platform challenges with IOblend

When evaluating Data Integration platforms, many teams ask the same questions:
Will it scale? Will we get locked in? Can we handle bespoke logic? How much will it cost?
At IOblend, these concerns are already addressed by design.
Performance & Scalability
IOblend pipelines consistently deliver ultra-low P99 latency and scale to over a million transactions per second. Unlike traditional Spark deployments, the IOblend Engine automatically manages sessions, concurrency, and cluster resources. This means you get extreme throughput without the overhead of tuning Spark clusters manually.
No Vendor Lock-In
Your business logic stays portable and future-proof. Pipelines are stored as JSON playbooks, and all transformations are written in Python or SQL—the most widely adopted languages in data engineering. If you ever need to move, your core logic moves with you.
Full Flexibility for Complex Logic
IOblend isn’t a “black-box low-code tool.” It’s Python and SQL at the core, giving engineers complete freedom to implement niche rules, custom algorithms, or advanced transformations at Spark scale. The Designer simply accelerates development—without limiting complexity.
Observability & Debugging
Every pipeline comes with record-level lineage, CDC tracking, schema evolution, error handling, and visual debugging built in. You can pause, amend, or replay streams in real-time, making troubleshooting straightforward. This eliminates the opaque “trial and error” debugging cycle common in other platforms.
Wide Connector Coverage
IOblend connects seamlessly to Snowflake, Databricks, AWS, GCP, Azure, Oracle, SAP, Salesforce, Redshift, Postgres, Iceberg, JDBC/ODBC sources, APIs, ESBs, and more.
Agentic AI embedding
IOblend now supports seamless integration with LangChain, enabling developers to embed powerful AI workflows directly into their data pipelines using Python. With native LangChain compatibility, IOblend users can build intelligent automation, connect large language models to real-time data sources, and unlock advanced AI-driven insights without leaving their existing workflows
Cost Efficiency
IOblend licensing is simple. There are no hidden user fees, no per-query charges, and no unpredictable consumption models. By auto-optimising Spark pipelines, IOblend often reduces infrastructure cost by up to 50% compared to DIY Spark.
Easy Adoption, Fast Time-to-Value
Teams don’t need to learn a proprietary language. With Python, SQL, and a drag-and-drop Designer, both data engineers and analysts can contribute. Most customers deliver their first production-grade pipeline in days, not months.
Let your data earn its keep
We believe in simplicity and versatility of data integration tools. This is why we created a “Swiss army knife” software to allow you to do data integration tasks with just a single application – IOblend.
You will drastically reduce the effort and cost of production-grade pipeline development, data management and manual data wrangling.

Agentic AI ETL
Easily embed AI agents to bring in, validate and analyse data from unstructured documents and integrate with your normal ETL processes.

Feature Store
IOblend changes the feature store game by embedding its capabilities into MLOps pipelines.
It makes it a lot more flexible and efficient to run ML and AI models on any infra. Ultra low latency (P99) and high throughput (>1mn TPS)

Data Migration
Migrate data and business logic quickly from any source.
Perform migrations by synchronising the systems and then when you are ready decommission the legacy system.

Real-Time Data Integration
Analyse real-time streaming data from IoT devices, transactional systems and live events with no hassle.
Integrate real-time and batch data seamlessly in the same pipeline and remove the need for a staging layer.
NEW! Now embed and run your AI Agents from within the ETL pipeline
What customers say about IOblend
"This product has taken data pipeline development for our clients from weeks to minutes. This is a product every company needs... they just do not know it yet."
Leading Digital Consultancy - UK & India
“Our engineer without any real training on the tool was able to build real-time production grade data pipelines syncing six disparate systems in just five days that not only transformed the data but could also manage data quality and apply governance."
UK Government Agency
"Our only data solution that runs reliably with minimal supervision for the past nine months. Incredible."
Medical Devices Company - USA
The use of agentic AI in the ETL pipeline has been a real gamechanger for us. We can now process unstructured documents automatically, validate the information and enrich it with the structured data. Just amazing,
UK Government Agency

Bring all your data together with a single application
Data drives better decisions.
Create production-grade data pipelines, sync data across any systems, migrate your data from on-prem systems to the cloud, use for real-time IoT, you name it, we do it!
Seamlessly integrate existing and new data sources, real-time and batch.
Real-time integration with Snowflake, GCP, AWS, Salesforce, Oracle, Databricks, Microsoft Azure, SAP plus many more. IOblend connects to all data sources and systems via JDBC, API, ESB, dataframes or flat files
Trusted by industry leaders






90%
Reduction in data
management effort
70%
Code abstraction reduces data engineering cost
10x
Improve data integration project timescales
ROI
Achieve project ROI in weeks/months, not years
Deliver your success with data now
IOblend simplifies and automates the integration of data from all sources in bulk.
Designed to facilitate fast and robust data pipeline development regardless of complexity. Complete your data integration projects much faster and with fewer resources than ever before.
Achieve a fast ROI on all your data integration efforts.
Do more with less
We know all too well how critical it is to keep project costs down.
On average, data integration consumes 75% of the total project spend in time and resources.
What if you could get the work of five data engineers done with a single resource and in a third of the time?
Watch Product Demo
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Enhancing Data Migrations with IOblend Agentic AI ETL
LeanData Optimising Cloud Migration: for Telecoms with Agentic AI ETL 📡 Did you know? The global telecommunications industry is projected to create over £120 billion in value from agentic AI by 2026. The Dawn of Agentic AI ETL For data experts in the telecoms sector, the term ETL—Extract, Transform, Load—is a familiar, if often laborious, process. It’s

Let’s talk about what IOblend can do for you?
Ask about IOblend products, pricing, services, implementation, partnering, or anything else data related. We are always happy to help out as much as we can.
ETL with IOblend
IOblend exemplifies modern ETL processes. It is an end-to-end enterprise data integration solution with built-in DataOps capabilities, utilizing Apache Spark™ for real-time, production-grade data processing. It addresses both batch and streaming data integration needs.
Key features of IOblend include:
Automated DataOps: Streamlines the data integration lifecycle for efficient data management and governance.
Low/No-Code Development: Enables rapid development and deployment of data pipelines using SQL or Python.
Diverse Data Architecture Support: Supports both centralized and federated data architectures, accommodating different enterprise needs.
Compatibility with Various Environments: Works across local, on-premises, edge, cloud, and hybrid setups.
Integration with Multiple Data Sources and Sinks: Connects through JDBC, API, ESB, dataframes, or flat files, offering flexibility in handling data from various origins and destinations.
IOblend significantly accelerates data pipeline development, reducing costs and simplifying architecture. For those undertaking data migrations, complex data integrations, real-time IoT, or federated architectures, IOblend promises to alleviate many challenges and reduce expenses.