BigHammer — AI-powered Data Engineering
Your Data Team's Competitive Edge
Imagine a team of AI data engineers that never sleeps, never siloes, and never forgets your business context. BigHammer turns data requests into production-ready data products — autonomously, securely, and at enterprise scale.
Smarter Pipelines
Build batch & streaming pipelines from plain-language requests.
Compliance Automation
Auto-classify and govern data to stay audit-ready.
24/7 Intelligence
Always-on agents that monitor, optimize and self-heal.
NLP Insights Dashboard
Ask questions in plain English and get instant insight.
Platform + Context IQ + Autonomous AI Agents
The future of data engineering won't be AI replacing platforms. It will be AI embedded inside domain-specific platforms, where code generation, governance and execution operate as a single system. At BigHammer.ai we embed data Context IQ directly into AI agents that build, govern and operate data products end to end — not as a layer on top of a broken stack, but as the foundation of a new one.
Why AI Agents
Our AI Agents Deliver Measurable Impact
From pipelines to governance, every BigHammer Agent reduces complexity and accelerates insights.
Rapid Modernization
Rapid migration from legacy solutions to the public cloud.
Natural Language Processing
NLP (voice and text) automates complex engineering tasks.
Operational Efficiency
Reduce operational overhead through end-to-end automation.
AI-powered data governance
Data Governance & Compliance built for AI
- Automated data classification and intelligent tagging across all data sources
- 360° data profiling with automated data-quality assessments and pipeline recommendations
- Unified metadata management — business, technical and operational metadata in one hub
- Real-time compliance monitoring for GDPR, SOX, HIPAA and industry regulations
NLP-based data pipelines
Empower Business Users to Build Data Products
- Drag-and-drop pipeline builder with 100+ pre-built connectors
- Complete pipeline observability — data quality, latency and infrastructure cost in real time
- Native cloud integration across your existing AWS, GCP and Azure services
- One-click deployment with automated testing, monitoring and rollback
Automated DataOps
24/7 Intelligent Pipeline Monitoring
- Always-on monitoring of data quality, processing latency and infrastructure cost
- Automated anomaly detection with intelligent alerting that cuts false positives by 90%
- Cost-optimization engine with actionable recommendations to reduce storage & compute
- Predictive maintenance that flags issues before they impact operations
Explore data
Transform Data into Insights with Natural Language
- Conversational analytics — ask questions in plain English, get instant visualizations
- AI-powered report generation for executive dashboards and detailed analytics
- Collaborative intelligence so cross-functional teams share insights and decide faster
- Self-service exploration that surfaces hidden patterns without technical expertise
Deployment
Deploy Your Way
Your Own Private Cloud
Deployed inside your AWS VPC, BigHammer.ai gives you the control and security of a private environment with the agility of cloud-native SaaS.
Know More About BigHammer- Maximum security and data sovereignty
- Complete control over your infrastructure
- Seamless integration with existing AWS services
- Same user experience as the hosted version
AI Data Engineer architecture
How It All Comes Together
BigHammer's modular AI architecture lets our AI Data Engineer work together seamlessly — scaling across any cloud or on-prem environment.
Take the leap forward
The Future of Data Engineering Isn't Coming—It's Here.
Be the first to leverage AI Data Engineer to work across your data stack.
Book a Demo