Event-Driven Data Platforms
Stream operational and IoT data into an analytics-driven lakehouse. Decision-grade signal flows in minutes, not overnight - so business teams act on what is true right now.
~35%
faster reporting
Data Modernization
Data That Powers AI. Not Just Stores It.
Data modernization is rebuilding an enterprise's data foundation - pipelines, storage, and governance - so it can actually power AI. Affine builds that cloud-native foundation: real-time pipelines, governed data, and infrastructure that scales with demand.
The Challenge
Most Data Estates Were Built for Yesterday.Ours Are Built for Production AI.
Legacy warehouses, brittle ETL, governance bolted on after the fact - enterprises hit a wall the moment AI workloads demand real-time, governed data at scale. Affine rebuilds the foundation underneath.
Proof Points
15+
Years in Production Data
50+
Enterprise Migrations
~94%
Client Retention Rate
Solutions
Four Capabilities. One Modernized Data Foundation.
Each layer is independently deployable and proven in production - combine them for compounding returns.
Cloud-Native Modernization
Replace brittle monoliths with modular, distributed architectures. Auto-healing infrastructure that scales with load - built on MASA principles and continuous delivery pipelines.
4× faster deployment cycles
Cloud Migration & DataOps
Production-grade cloud migration with disaster recovery, automated backups, and Infrastructure-as-Code from day one. Move workloads without losing operational continuity.
~40%
infrastructure cost cut
Data Governance & Compliance
Continuous monitoring, automated policy enforcement, and unified lineage tools. GDPR, HIPAA, and internal compliance built into the platform - not bolted on after the fact.
~60%
governance overhead cut
Our Approach
The Engine Behind Modern Data.
Four proven systems - each battle-tested in enterprise deployments - working in concert.
DataOps Automation
Auto-pilot pipelines across diverse sources - legacy systems, IoT devices, cloud platforms. Manual effort drops; pipeline reliability climbs.
Hands-off pipeline ops
MASA Architecture
Modular Application and Service Architecture - API-first, headless, composable. Systems that bend with the business instead of breaking under it.
Composable by default
Hybrid & Multi-Cloud Platforms
Modernize applications anywhere - Anthos-style platforms keep workloads portable while feature deployment stays fast and secure.
Portable workloads
Unified Governance Tools
Comprehensive controls for data access, quality, and integrity. Governance scales with the data estate - not as a tax on velocity.
~99% data quality SLA
Case Studies
Proof, Not Promises.
Real-Time Data Platform for a CPG Enterprise
Event-driven lakehouse replacing nightly batch ETL across 500+ SKUs - decision-grade signal in minutes, not the next morning.
Measured Impact
- →~35% faster decision-cycle reporting
- →Eliminated 4-hour daily ETL window
- →99.8% pipeline reliability across production loads
Cloud Migration & Modernization for a Global Manufacturer
Production lift to cloud-native lakehouse with full disaster recovery, IaC operations, and zero-downtime cutover across 200TB.
Measured Impact
- →~40% infrastructure cost reduction
- →4× data team velocity post-migration
- →Zero-downtime cutover - no data loss across cutover window
Unified Data Governance for a Banking Enterprise
Enterprise-wide governance platform with continuous compliance monitoring, automated policy enforcement, and audit-ready lineage.
Measured Impact
- →~60% governance overhead reduction
- →Audit-ready posture achieved in 12 weeks
- →~99% data quality SLA met across critical domains
Ready to modernize your data foundation?
Talk to our experts and get a tailored roadmap for your business.