From devices to insights.
Build Intelligent Robotics and IoT Data Pipelines

Operationalize connected systems with scalable, intelligent pipelines

Integrate data from devices, sensors, and platforms—enabling faster insight, quicker development cycles, and intelligent automation at scale.

Connect embedded systems and PLC data.

Connect to sources like CAN bus logs, OPC-UA endpoints, and control system outputs — turning raw device-level telemetry into structured, versioned datasets ready for downstream use.

Deliver clean data to ML training and tuning pipelines

Feed data into model training and inference pipelines with confidence. Ascend handles schema evolution and reprocessing logic so your pipelines don’t break every time your format changes.

Power CI/CD with fresh device data.

Automatically deliver real-world datasets into test and staging environments. Validate new automation logic, tune feedback loops, and avoid surprises in production.

Normalize time-series data across heterogeneous sensors

Align and structure data from LIDAR, IMUs, GPS, cameras, and edge devices. Build high-quality datasets from asynchronous, high-volume signal sources.

Trace pipeline changes and troubleshoot failures faster

With built-in lineage and metadata tracking, teams quickly pinpoint when telemetry pipelines fail and why — streamlining debugging across firmware versions and device types.

Challenge: Pipeline delays + Exploding costs

Ascend's Solution:
Intelligent orchestration + Optimization
Customers
Outcome: Faster, cheaper pipeline operations
A smarter foundation for your data team.

Ascend's Intelligence Core combines metadata, automation, and AI in a layered architecture that empowers teams to build pipelines 7x faster and cut processing costs by 83%.

Ascend UI - Data Pipeline Deployment Dashboard
01

Unified Metadata Collection

Ascend tracks data, code, and user actions in a unified metadata layer — powering automation, observability, and auditability through the entire data lifecycle.

Find Out More
Ascend UI - Automation Forms

DataAware™ Automation Engine

Ascend’s automation engine uses rich metadata to orchestrate pipelines — managing dependencies, triggering tasks, and supporting custom event-driven workflows.

Find Out More
Ascend Agentic Engineering experience in the UI

Integrated AI Agents

Let AI do the tedious parts of data engineering — Ascend’s context-aware agents suggest code, explain logic, generate docs, and even automate steps on your behalf.

Find Out More
Acend UI - Data Pipeline Deployment DashboardAscend UI - AutomationsAscend UI - Agentic Data Engineering Experience
Reduced custom report delivery time from 2 weeks to just a single day. ​

“Ascend has transformed our data processing capabilities, allowing us to deliver valuable insights based on more data, more rapidly. It has been a game-changer for our business.”

Seth Glickman
CTO at Biome
View Biome Case Study

Try it out. Your future self will thank you :)