Agentic Data Engineering Platform

Pipelines that build, fix, and optimize themselves

Build & deploy data pipelines with AI agents that understand your code, your runtime, your data,  so they can build transformations, resolve failures, and cut warehouse costs by up to 83%.

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Trusted by leading data teams

You didn't become a data engineer to babysit DAGs

But data teams spend 80% of their time on operational overhead: wiring together tools, debugging cascading failures, reprocessing entire tables because nothing in your stack knows what actually changed.

Sound familiar? That's because the tools aren't the problem. The context gap between them is.

Five tools, zero shared context

Your ingestion, transformation, and orchestration tools don't talk to each other. Every integration is glue code you maintain by hand.

Blind processing

Without unified metadata, pipelines reprocess entire tables on a schedule, even when only 3% of your data changed. You're paying for 100% of the work, 100% of the time.

AI without understanding

Generic copilots don't know your lineage, dependencies, or data. They've never seen your pipelines run. They autocomplete syntax. They can't reason about what actually works.

Ship data products faster with a unified data engineering platform

Ascend combines a metadata foundation, event-driven automation, and AI agents to help you build pipelines and keep them healthy. Ship faster, deploy safer, and respond to changes with full context, without living in logs.

Agentic workflows that automate routine engineering toil

Unified metadata across ingest, transforms, orchestration, and observability

Event-driven automation for smarter triggering, retries, and backfills

Context-aware alerting that tells you what broke and why, not just that something broke.

Ascend's Intelligence Core

AI Agents

Otto generates code, writes tests, and suggests fixes with full visibility into your lineage, dependencies, and cost.

Unified Metadata Collection

One source of truth for data, code, and pipeline state. No fragmented metadata across five different tools.

DataAware Automation Engine

Event-driven orchestration that watches for actual data changes. No schedules. No wasted runs.

How Ascend Helps

The AI Data Engineering Platform (that actually understands your stack)

Build

Build Data Pipelines at Scale

A code-first IDE with AI at its core. Write SQL or Python, connect to any source, and push to production with full version control.

SQL and Python, your way

Write transformations in the language you already know. Mix SQL and Python in the same pipeline without switching tools or contexts.

AI pair programmer

Inline code completions, context-aware suggestions, and natural language pipeline creation with Otto, Ascend's agentic copilot.

Connect to any data source

Flexible connectors and dynamic schema handling for lakes, warehouses, databases, APIs, and legacy systems.

Git-native from the start

Every change is versioned with built-in diffs, branching, and instant rollback so your data pipelines get the same rigor as your application code.

Automate

Pipelines that build, run, and fix themselves

Ascend's DataAware engine replaces brittle cron jobs and hand-coded DAGs with intelligent, event-driven orchestration. Pipelines adapt as your data changes. No manual rewiring required.

Dynamic DAGs

Stop hand-coding orchestration graphs. Ascend builds and adapts your DAGs automatically as pipelines evolve, so dependencies never fall out of sync.

DataOps Agents

AI agents handle incident reporting, code reviews, commit messages, and documentation automatically.

Custom AI agents

Build lightweight agents in markdown and YAML that alert Slack on schema drift, open GitHub issues on failures, or page on-call through PagerDuty.

Deploy with confidence

Built-in CI/CD with automated testing and validation. Schema changes are handled dynamically so upstream shifts don't cascade into downstream failures.

Observe

Full visibility without the setup

Observability is built into every layer of Ascend. No plugins, no config, no separate tools. From lineage to anomaly detection to AI-powered debugging, everything is visible from the moment your first pipeline runs.

End-to-end data lineage

Trace every data flow from source to destination with full change history and auditability. See exactly where data comes from and what it affects downstream.

Data quality checks everywhere

Define validation rules at any point in the pipeline. Set thresholds, control failure responses, and catch bad data before it reaches your consumers.

Anomaly detection

AI agents continuously monitor pipelines and surface problems before they impact downstream consumers. No dashboards to watch, no thresholds to manually configure.

AI-powered debugging

When something breaks, get contextual explanations that pinpoint the root cause. Troubleshoot failed runs and data quality issues without leaving your workflow.

Optimize

Do more with less

Ascend's Intelligence Core tracks every table, column, cost signal, and execution pattern across your pipelines. The result: smarter processing, lower warehouse bills, and a team that ships instead of  firefights.

Delta-only processing

SHA-based fingerprinting detects exactly what changed. Process only new and modified data, reducing warehouse costs by up to 83%.

AI-powered performance tuning

Otto analyzes execution patterns and suggests concrete improvements while accounting for every downstream dependency so nothing breaks.

One platform, not five

Replace Fivetran, dbt, Airflow, and your monitoring stack with a single system. Fewer tools means fewer integration points, fewer contracts, and fewer things to break.

Ship 7x faster

Automation and intelligent orchestration compress months-long projects into weeks. Studio C built 250+ pipelines in 6 weeks.

Trusted by data leaders everywhere

7x

Boost in team productivity

I can’t even fathom going back to Fivetran and dbt, where they're only doing a fraction of what you need.

Shaheen Essabhoy
Senior Data Lead

What I just did in an hour would have taken me weeks previously.

William Knighting
Analytics Platform Lead
83%

Reduction in processing costs

Stop babysitting pipelines

Start your free trial in minutes. No credit card required.

  • Build pipelines 7x faster with AI that understands your data.

  • Cut warehouse costs by up to 83% with delta-only processing.

  • Replace Fivetran, dbt, Airflow, and your monitoring stack.

Frequently Asked Questions