Solve enterprise data problems—permanently.
Reliable, governed data platforms and self-healing pipelines—on your stack or ours—in 100 days.
Reliable pipelines
SLO-driven ops, fewer failures, faster recovery
Trust & governance
Lineage + access policies + auditability
Speed to decision
Near real-time + batch done right
AI-ready data
Clean, consistent foundations for analytics + GenAI
Works with your existing cloud and data stack. Adopt incrementally—no forced rip-and-replace.
Proven at Enterprise Scale
Real results from real deployments
Unified clickstream + QoE into governed layers with real-time analytics.
Migrated historical fleet data to a new AI stack for fast retrieval and analytics at TB scale.
Unified fragmented health records into governed, cross-service patient views.
- Unified patient view
- Governance patterns
- Production-grade APIs
Integrated multiple systems into one workflow + CRM for end-to-end operational visibility.
- Single ops view
- Integrated workflows
- Audit-ready trails
Reduced refund leakage with governed pipelines and exception analytics.
- Leakage reduction
- Exception workflows
- Full auditability
Trusted by Sony
Proven in production for high-scale, high-stakes data systems.
Data doesn't fail in theory.
It fails in production.
Most enterprises have data tools. What they don't have is end-to-end control—reliability, ownership, governance, and trust across the lifecycle.
The symptoms we fix:
Pipelines break → teams firefight, SLAs slip
Metrics drift → leaders stop trusting dashboards
Governance is inconsistent → audits become slow and risky
Costs creep → optimization becomes reactive
AI initiatives stall → data isn't consistent, discoverable, or safe to use
The business impact:
Decisions move slower than the market
Risk rises (compliance, security, operational errors)
Engineering capacity gets consumed by maintenance
AI remains "proof-of-concept" instead of production value
We solve the data problem
at the system level.
Atom Build is a data intelligence team of senior practitioners who design, build, and run production-grade data systems—so your data becomes an operating advantage.
What "solving" means in practice:
Reliability
SLO-driven operations, incident loops, recovery discipline, repeatable patterns.
Governance
Access control patterns, auditability, and policy workflows that scale.
Lineage
Impact analysis you can use before every change—so teams ship faster with less risk.
Observability
Signals that drive action, reduce noise, and shorten time-to-recovery.
Decision-ready layers
Clean, consistent data products for BI, ML, and GenAI.
Bring one painful workflow. We'll map the failure points and propose the shortest path to stable, governed outcomes.
Book a Data TeardownAtomHub 2.0 — the agentic fabric
with AI agents
The lakehouse giants solved storage and compute. AtomHub 2.0 goes one step further — it adds integrated agents that watch, heal, and optimise your entire data platform in real time.
What you get with AtomHub 2.0:
Self-healing pipelines
Auto-reruns, rollback, root-cause hints
Cost & SLA-aware scheduling
Optimize spend while hitting targets
End-to-end lineage & governance
Built-in, not bolted on
AI-ready data fabric
For analytics & GenAI
AtomHub typically delivers up to ~40% lower platform cost than comparable cloud data platforms, for the same workloads.
🎉 New Year Founders Offer — Early Pro Access + Locked Discount
For a limited number of teams, we're opening early free access to AtomHub Pro, plus a New Year discount locked for your first year of paid usage.
If you want to solve your data problems without having to solve the data platform problem, book a 30-minute appointment and we'll:
- Walk you through a live architecture + cost teardown on your workloads
- Confirm your spot in the early Pro access cohort
- Lock in your New Year pricing for the first year
Limited cohort — offer closes when slots fill.
Services Overview
End-to-end delivery across the full data lifecycle—built for production.
Data Platforms & Engineering
- Ingestion (batch/stream/CDC), schema evolution & late arrivals
- Lake/warehouse modeling with data contracts
- Observability & lineage (SLOs, error budgets, incident playbooks)
Applied AI & Automation
- NLP: enterprise search & RAG, chat over docs, taxonomy extraction
- CV/Document AI: OCR at scale, classification, media understanding
- Agentic workflows: intake triage, binder assembly, human-in-the-loop review
Analytics & BI
- Governed metrics & role-based dashboards
- Cohort/funnel & anomaly analysis
- Decision packs, alerting & weekly insight delivery
Product & Integration
- Secure APIs & integrations with ERP/CRM/claims/LMS/payment rails
- Operator consoles for non-technical teams
- Change management, enablement & durable documentation
Governance, Risk & Compliance
- RBAC/ABAC, masking & consent/retention
- Data-quality gates, lineage graphs & audit evidence on tap
- Finops guardrails & environment isolation (cloud/hybrid/on-prem)
Managed Reliability & Ops
- 24×7 monitoring & on-call support
- Capacity planning for peak events & performance optimization
- Release hygiene, change control & monthly resilience reviews
Start with one pain. Expand from there.
Clickstream & QoE Analytics
Media/OTT
Lakehouse / Warehouse Migration
Modernization
Governance & Lineage Rollout
Compliance
Real-time Analytics & Monitoring
Operations
Document Intelligence & Search
AI-powered
AI-Ready Data for GenAI
Foundation
Sector case strips
Anonymized proofs across aviation, healthcare, insurance, education and more.
Aviation & MRO
Digital ops & maintenance
The challenge
- •Paper-heavy ops & scattered tech pubs
- •Slow retrieval across massive document sets
What we ship
- High-throughput doc intake & sub-hour OCR/doc-AI
- Sub-second search over TB-scale libraries
- Work-order linking & delivery-binder automation
Impact
Faster turnarounds, fewer misses, audit-ready trails
Healthcare & Health-Tech
Secure data & AI at scale
The challenge
- •Sensitive PHI across many stakeholders
- •Strict governance requirements
What we ship
- Protected data layers (RBAC/ABAC) & PHI masking
- Retrieval-augmented clinical assistance
- Near real-time ops dashboards
Impact
Safer decisions, faster service, confident compliance
Insurance & Risk
Modern underwriting & claims
The challenge
- •Legacy intake & fragmented claims/underwriting
- •Increasing audit pressure
What we ship
- Document-AI pipelines for claims & underwriting
- Fraud signals & pricing/underwriting analytics
- Regulatory packs with traceable lineage
Impact
Lower loss leakage, shorter cycle times, cleaner audits
Media & Publishing
Archive-to-insight
The challenge
- •Decades of archives with slow retrieval
- •Inefficient editorial search & curation
What we ship
- Archive OCR & enrichment with topic/entity graphs
- Newsroom dashboards & rapid search
- Identity & subscription instrumentation
Impact
Rapid story packaging, higher reuse, reduced time-to-publish
Institutional Investors
Asset management
The challenge
- •Diligence document deluge & siloed sources
- •Complex compliance trails
What we ship
- Document intelligence for DD/IC packs
- Portfolio & risk analytics
- Secure workspaces with traceable assumptions
Impact
Faster diligence, clearer signals, auditability
Loan & Upskilling Platforms
Data-driven platforms
The challenge
- •Eligibility, underwriting & portfolio health tracking
- •Learner outcomes measurement
What we ship
- Scoring & segmentation with risk analytics
- Program/learning analytics & cohort health signals
- Self-serve insights for partner teams
Impact
Higher conversion, healthier books, measurable outcomes
Pricing that avoids platform tax
Pay CPU cost only once, to your cloud provider
Freemium
- Data Ingestion
- Data Catalog
- Data Zones (Raw/Silver/Gold)
- Data Transformation
- Job Orchestration
Essentials
- AtomHub Dashboard
- Basic Monitoring & Notification
- Batch Jobs
- Metadata Management
- Data Security
- Data Processing Engine
Advanced
- Real-time/Streaming Jobs
- Monitoring & Alerts
- Recoverability
- Open Table Formats
- Data Entitlement & RBAC
- Inline/Outline DQ Checks
Pro
- Incremental Processing (CDC)
- Anomaly Detection
- Self Serve Capabilities
- Multi-Cloud
- PII Anonymization
- GDPR-Ready
- Data Mesh Enablement
Enterprise-ready by design
RBAC/ABAC patterns, audit logging
Lineage + governance workflows
Masking/pseudonymization-ready
Cloud / VPC / on-prem deployment patterns
Reliability + recoverability aligned to SLOs
Frequently asked questions
Bring one painful workflow.
Leave with a plan.
In 30 minutes, we'll map your system, identify failure points, and propose a path to stable, governed outcomes—with the right place for AtomHub 2.0.