Agentic Data Engineering on BigQuery

Built by data engineers. Trusted by data teams everywhere.

Agentic Data Engineering for BigQuery

Ascend integrates directly with BigQuery’s most powerful capabilities — helping your team automate more, control spend, and deliver high-quality data products faster.

Faster ingest. Faster impact

Accelerate delivery into BigQuery with automated ingestion. Ascend continuously optimizes ingestion for speed, resource efficiency, and schema integrity — so you ingest more data, with less effort & cost.

Maximized warehouse performance

Automatically align with BigQuery best practices. From materialized views to Smart Table-based optimization, your pipelines batch, scale, and execute efficiently.

Agentic Data Engineering for BigQuery

Build and deploy faster with integrated AI agents that understand your BigQuery environment. Context-aware agents use your metadata, your pipeline context, and your rules so you can deliver data faster.

Governance
without gaps

Ascend respects Google Cloud IAM roles and enhances visibility with built-in lineage, runtime history, and error tracking — all without manual instrumentation.

Built-in observability and DataOps best practices

Gain unmatched visibility across your data lifecycle — from lineage to schema evolution to resource usage. Operate with confidence and speed with CI/CD integration, automated quality checks, and real-time alerting.

Make the most of your
BigQuery Investment

Ascend layers seamlessly onto your existing stack to help your team build faster, automate more, and deliver trusted data products at scale.

Build Faster
Pipeline development, without the drag

Use code when you want it, clicks when you don’t. Ascend combines integrated AI agents and native GitOps for seamless team collaboration.

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Cut wasteful spend
Automate Workflows Easily

Ascend automates orchestration using rich metadata and event-driven triggers—so pipelines run only when needed, and custom logic is easy to build in.

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Deliver trusted data
Observe with Confidence

Monitor pipeline performance, trace lineage end-to-end, and debug faster with real-time, metadata-powered insights.

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Observe & Govern
Optimize with Precision

Run faster, spend less—Ascend uses metadata and fingerprinting to cut unnecessary compute without sacrificing performance.

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Pipeline development, without the drag

Ascend streamlines pipeline development with a unified platform to ingest, transform, and orchestrate data — eliminating tool sprawl and speeding up delivery. Teams report building pipelines up to 10x faster and reducing development effort by 75%.

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Effortlessly optimize pipelines

Ascend intelligently optimizes workloads. With Smart Tables that reprocess only changed data, customers reduce operational overhead by up to 90%.

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Trustworthy data, by design

With built-in schema validation, data integrity checks, and full lineage, your team can catch issues early and deliver data with confidence.

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Full visibility, no blind spots

Ascend gives your team real-time visibility into every pipeline run — with built-in monitoring, lineage, and historical change tracking. From spotting bottlenecks to resolving issues before they impact the business, teams get the insights they need to move fast and stay in control.

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How you can Ascend your
BigQuery investment
Build Pipelines 10x Faster
Deploy, orchestrate, and maintain data pipelines with AI agents. Spend time building, not debugging.
AI Pipeline BuilderDescribe what you need in natural language — agents build the pipeline
Automated TestingAuto-generated data quality checks and regression tests
Self-Healing WorkflowsAgents detect failures and auto-remediate
Code-First ApproachFull Git integration with version control and CI/CD built in
Multi-Cloud OrchestrationSeamlessly move data across Snowflake, Databricks, BigQuery, and more
Intelligent SchedulingDependency-aware orchestration that optimizes execution
Multiply Team Productivity
Deliver data 10x faster at 83% of the cost of traditional tools. Give your team the leverage to focus on strategic initiatives, not pipeline maintenance.
Reduce Tool Sprawl Consolidate your data stack and eliminate redundant tooling costs
Performance Insights Real-time dashboards track pipeline health, cost, and team velocity
Team Scalability Onboard new team members in hours, not weeks, with agentic assistance
Enterprise Governance
Built-in compliance, audit trails, and role-based access controls
Agentic Adoption Drive safe and effective AI adoption for your team
Intelligent Optimization Ascend's DataAware automation intelligently eliminates unnecessary reprocessing
Governance Meets Autonomy
Control agentic behavior with intelligent guardrails while empowering teams to move fast. Define the rules, and let AI enforce them at scale.
Safety BoundariesDefine guardrails that agents respect — no unauthorized changes
Decision AuditingFull visibility into every agent decision
Data StandardsEnforce naming conventions, schemas, and quality rules automatically
Policy as CodeVersion-controlled governance policies that evolve with your org
DataOps Best Practices
Deploy data pipelines with CI/CD and GitOps workflows
Access Control
Fine-grained RBAC with environment-level isolation
From Questions to Insights, Instantly
Generate insights, visualizations, and reports using natural language. No code required — just ask and get answers from your data in seconds.
Natural Language QueriesConsolidate your data stack and eliminate redundant tooling costs
Auto-Generated visualizationsReal-time dashboards track pipeline health, cost, and team velocity
Instant Exports
One-click export or links to share directly with stakeholders
Smart SuggestionsAI recommends follow-up queries and deeper analyses automatically
Agentic AnalyticsGo beyond visualizations to deliver actionable insights and recommendations
Proactive AlertsGet notified of anomalies and trends before they become problems
Data Engineering
Build Pipelines 10x Faster
Deploy, orchestrate, and maintain data pipelines with AI agents. Spend time building, not debugging.
AI Pipeline BuilderDescribe what you need in natural language — agents build the pipeline
Automated TestingAuto-generated data quality checks and regression tests
Self-Healing WorkflowsAgents detect failures and auto-remediate
Code-First ApproachFull Git integration with version control and CI/CD built in
Multi-Cloud OrchestrationSeamlessly move data across Snowflake, Databricks, BigQuery, and more
Intelligent SchedulingDependency-aware orchestration that optimizes execution
Data Leader
Multiply Team Productivity
Deliver data 10x faster at 83% of the cost of traditional tools. Give your team the leverage to focus on strategic initiatives, not pipeline maintenance.
Reduce Tool Sprawl Consolidate your data stack and eliminate redundant tooling costs
Performance Insights Real-time dashboards track pipeline health, cost, and team velocity
Team Scalability Onboard new team members in hours, not weeks, with agentic assistance
Enterprise Governance
Built-in compliance, audit trails, and role-based access controls
Agentic Adoption Drive safe and effective AI adoption for your team
Intelligent Optimization Ascend's DataAware automation intelligently eliminates unnecessary reprocessing
Data Architects
Governance Meets Autonomy
Control agentic behavior with intelligent guardrails while empowering teams to move fast. Define the rules, and let AI enforce them at scale.
Safety BoundariesDefine guardrails that agents respect — no unauthorized changes
Decision AuditingFull visibility into every agent decision
Data StandardsEnforce naming conventions, schemas, and quality rules automatically
Policy as CodeVersion-controlled governance policies that evolve with your org
DataOps Best Practices
Deploy data pipelines with CI/CD and GitOps workflows
Access Control
Fine-grained RBAC with environment-level isolation
Data Analysts
From Questions to Insights, Instantly
Generate insights, visualizations, and reports using natural language. No code required — just ask and get answers from your data in seconds.
Natural Language QueriesConsolidate your data stack and eliminate redundant tooling costs
Auto-Generated visualizationsReal-time dashboards track pipeline health, cost, and team velocity
Instant Exports
One-click export or links to share directly with stakeholders
Smart SuggestionsAI recommends follow-up queries and deeper analyses automatically
Agentic AnalyticsGo beyond visualizations to deliver actionable insights and recommendations
Proactive AlertsGet notified of anomalies and trends before they become problems
Intelligence that maximizes your BigQuery investment

Ascend’s Intelligence Core is purpose-built to help teams move faster and operate smarter on BigQuery. By combining fine-grained metadata, automation, and AI, Ascend optimizes pipeline performance, reduces warehouse costs, and simplifies orchestration — giving teams full control and visibility across their GCP environments.

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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.

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DataAware™ Automation Engine

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

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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.

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Acend UI - Data Pipeline Deployment DashboardAscend UI - AutomationsAscend UI - Agentic Data Engineering Experience
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