building-ai-agents-production
Dec 15, 2025
150+shipped·
12wkavg delivery·
98%satisfaction
Data Engineering & AI Infrastructure
Turn your data into a strategic asset. We build the infrastructure that powers analytics, machine learning, and AI at scale.
Unified Data Platform
ML-Ready Infrastructure
Real-Time Capabilities
Governance & Compliance
Trusted by 100+ innovative teams
Adobe
BCCI
Brigade Group
Cleartrip
Design Cafe
DRDO
Kotak Mahindra Bank
Mahindra
Metro Cash & Carry
NewsLaundry
Nutrical
Outlook Business
Rapido
Reliance Jio
Urban Company
Abhibus
Amnesty India
Engagedly
Hexagon
JanaCare
Portea
Adobe
BCCI
Brigade Group
Cleartrip
Design Cafe
DRDO
Kotak Mahindra Bank
Mahindra
Metro Cash & Carry
NewsLaundry
Nutrical
Outlook Business
Rapido
Reliance Jio
Urban Company
Abhibus
Amnesty India
Engagedly
Hexagon
JanaCare
Portea
SWhat This Covers
Building data pipelines, platforms, and infrastructure — from ETL and analytics to ML deployment — so your data can power AI and decision-making at scale.
Build reliable pipelines that move, transform, and validate data across systems, batch or real-time, with proper orchestration and monitoring.
Learn moreCreate data platforms that support analytics and ML, including data warehouses, lakehouses, and feature stores for model training and serving.
Learn moreOperationalise machine learning with training pipelines, model registries, deployment automation, and monitoring, so models run reliably in production.
Learn moreBuild infrastructure that supports AI at scale, including compute, storage, and orchestration, optimised for performance and cost.
Learn moreSWhat This Covers
Building data pipelines, platforms, and infrastructure — from ETL and analytics to ML deployment — so your data can power AI and decision-making at scale.
What you'll get
Everything you need for a successful engagement
01
Unified Data Platform
Break down data silos and create a single source of truth for your organization.
02
ML-Ready Infrastructure
Purpose-built pipelines that can train, deploy, and monitor machine learning models.
03
Real-Time Capabilities
Stream processing for real-time analytics, alerts, and AI-powered decisions.
04
Governance & Compliance
Data quality, lineage tracking, and compliance controls built into the platform.
Applications
Common use cases
See how teams like yours are putting this service to work.
01
Analytics Platforms
Centralized data warehouses that power business intelligence and reporting.
02
ML Operations
End-to-end MLOps infrastructure for training, deploying, and monitoring models.
03
Real-Time Systems
Stream processing platforms for real-time recommendations, fraud detection, and personalization.
DATA TO INTELLIGENCE
Build the data foundation that powers analytics, ML, and AI. Turn your data into a strategic business asset.
Data Engineering
Infrastructure Program
Scalable Data Pipelines
Real-Time Processing
ML-Ready Infrastructure
Data Quality Assurance
Production in 6-8 weeks
Tech Stack
Technologies we use
We choose the right tools for your specific needs, not just what's trending. Our stack is battle-tested across hundreds of production deployments.
Apache SparkApache KafkaAirflowdbtSnowflakeBigQueryDatabricksMLflowFeature StoresData Quality Tools
Proof-First Delivery
Execution quality backed by measurable outcomes
These are the delivery outcomes we optimize for in production implementations, with direct reference points from related engagements.
6-12 weeks
Typical pilot-to-production window
99%+
Target service reliability after rollout
-30%
Operational effort reduction range
Service Conversion Layer
Plan and launch Data Engineering & AI Infrastructure without delivery surprises
Use the same rollout pattern we apply in production programs: architecture review, risk controls, and measurable milestones from pilot to scale.
Architecture and risk review in week 1
Approval gates for high-impact workflows
Audit-ready logs and rollback paths
4-8 weeks
pilot to production timeline
95%+
delivery milestone adherence
99.3%
observed SLA stability in ops programs
Related Services, Insights, and Proof
Explore related services, insights, case studies, and planning tools for your next implementation step.
Related Services
Related Insights
Related Case Studies
Decision Tools
Delivery available from Bengaluru and Coimbatore teams, with remote implementation across India.
Case Studies
Products we've designed, built, and shipped for teams across industries.
CContact
Ready to start building?
Share your project details and we'll get back to you within 24 hours with a free consultation—no commitment required.
100+
Projects Shipped
24h
Response Time
95%
Client Satisfaction
Free strategy consultation
No commitment or sales pitch
Actionable insights you can use
Data engineering focuses on building the infrastructure—pipelines, storage, processing systems—that makes data accessible and usable. Data science uses that infrastructure to build models and extract insights.
Often both, in a "lakehouse" architecture. We help you design the right approach based on your data types, use cases, and team capabilities.
We implement data quality checks at every stage of the pipeline—validation at ingestion, transformation testing, and monitoring in production with alerting for anomalies.
Yes. We integrate with existing tools and platforms, whether you're using cloud services, open-source solutions, or enterprise software. We meet you where you are.
WWhy Us
Why teams choose Boolean & Beyond
01
Product-first thinking
We focus on real user problems, not just shipping features. Every line of code has a purpose.
02
Production-ready from day one
Clean architecture, scalable systems, and long-term maintainability. No throwaway code.
03
AI where it makes sense
Intelligence is added intentionally — never for hype. We find where AI creates real value.
04
Startup speed, enterprise rigor
We move fast without breaking foundations. Agility combined with discipline.
Ready to start building?
Share your project details and we'll get back to you within 24 hours with a free consultation—no commitment required.
Registered Office
Boolean and Beyond
825/90, 13th Cross, 3rd Main
Mahalaxmi Layout, Bengaluru - 560086
Operational Office
590, Diwan Bahadur Rd
Near Savitha Hall, R.S. Puram
Coimbatore, Tamil Nadu 641002