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AI-DATA FOUNDATION // STREAMING & BATCH LAKEHOUSE

Resilient, Autonomous &
Next-Gen Data Systems.

Architecting zero-downtime distributed lakehouses, sub-second streaming pipelines with Apache Iceberg/Kafka, and automated dbt data regression suites. Thayansh data engineers accelerate time-to-insight, cut cloud analytics compute waste by up to 58%, and guarantee 99.999% pipeline reliability across AWS, Azure, and Google Cloud.

4+ Years

Specialized Enterprise Data Architecture

< 12ms

Sub-Second Real-Time Query P99

99.999%

Guaranteed Streaming Pipeline SLA

Zero-Drift

dbt & GitOps Data Schema Parity

PREVIEW: REAL-TIME STREAMING & DATA MESH HUD // REV 5.1
LIVE SYNC
Data Mesh and Real-Time Lakehouse Telemetry
KAFKA + FLINK: Throughput: 1.4M msg/sec
DATA LINEAGE: Zero Schema Drift
// LAKEHOUSE ARCHITECTURE & REAL-TIME DATA STREAMING

Future-Proof Foundations for Enterprise
Data Platforms

Engineered with open-source format interoperability, sub-second query performance, and strict pig-resistant sovereign data taxonomies.

PILLAR 01

Modern Lakehouse & Unified Storage

Unifying data lakes and data warehouses via Apache Iceberg, Delta Lake, Snowflake, and BigQuery. Zero vendor lock-in with columnar metadata compression and ACID transactions.

Apache Iceberg Delta Lake Snowflake Databricks
PILLAR 02

Real-Time Streaming & Event Mesh

Ultra low-latency streaming pipelines using Apache Kafka, Apache Flink, and Spark Streaming. Process millions of events per second with exactly-once delivery guarantees.

Apache Kafka Apache Flink Spark Streaming Redpanda
PILLAR 03

Data Governance & Lineage

Automated data contracts, column-level lineage tracking, and real-time anomaly detection with Monte Carlo and OpenMetadata. Zero silent pipeline regressions.

Monte Carlo Apache Atlas Great Expectations DataHub
PILLAR 04

dbt Transformations & DataOps CI/CD

Modular SQL analytics pipelines strictly governed by automated staging, tests, semantic layer metrics, and hermetic GitOps pull request verification before merge.

dbt Core Airflow Dataform SQLMesh
PILLAR 05

High-Throughput Analytics & OLAP Engines

Sub-second analytical queries on massive distributed datasets using ClickHouse, StarRocks, and Apache Pinot. Powering customer-facing real-time dashboards.

ClickHouse StarRocks Trino DuckDB
PILLAR 06

Executive BI & Reverse ETL

Unified executive reporting across Looker, Tableau, Power BI, and Apache Superset, paired with automated reverse ETL syncing gold records directly into operational CRMs.

Looker Tableau Superset Hightouch
// ENTERPRISE DATA ARCHITECTURE SIZING & ROI SIMULATION

Data Platform Velocity & Lakehouse ROI Estimator

Model your organization's lakehouse migration timeline, automated dbt data modeling savings, and query velocity uplift based on verified Thayansh telemetry.

STEP 01: SELECT DATA ARCHITECTURE BLUEPRINT
Real-Time Streaming & Lakehouse
Modern Cloud DWH & dbt Mesh
B2B Telemetry Pipeline & OLAP
Data Governance & Lineage Overhaul
STEP 02: DAILY INGESTION SCALE & COMPLEXITY TIER
50GB – 500GB / Day
Core Analytics Engine
500GB – 5TB / Day
Enterprise Multi-Tenant
5TB+ / Day
Global Hyperscale
ACCELERATION ADD-ONS & REPOSITORY SYNC
PIPELINE RUNTIME SPRINT MODEL // V3.2 STATUS: READY TO RUN
PRODUCTION RELEASE TIMELINE
3.2 Months

Estimated Production Release Window: Production-ready lakehouse tables, automated dbt models, and zero-drift CI/CD deployment pipelines.

42% Avg
Analytics TCO Reduction
+86%
Query Speed Acceleration
99.999%
Real-Time SLA
// PROVEN DEPLOYMENTS & DATA ENGINEERING IMPACT

Battle-Tested Scale Across Global
Enterprise Data Platforms

How Thayansh data architects resolved massive query bottlenecks, eliminated data drift, and unlocked real-time analytics.

Sub-Second Core Banking Telemetry & Fraud Detection Engine
FINTECH // SUB-SECOND REAL-TIME FRAUD DETECTION

Sub-Second Core Banking Telemetry & Fraud Detection Engine

Architected a distributed ClickHouse and Kafka pipeline analyzing 14M transactions per second with real-time fraud scoring and zero data drop during peak surges.

14M
Events / Sec
< 12ms
Fraud Scoring P99
99.999%
Data Integrity
Autonomous Supply Chain Lakehouse with Zero-Drift dbt CI/CD
SUPPLY CHAIN // REAL-TIME IOT TELEMETRY & LOGISTICS

Autonomous Supply Chain Lakehouse with Zero-Drift dbt CI/CD

Migrated legacy silos to an Apache Iceberg lakehouse with automated dbt modeling, resolving 4,000+ data anomalies and automated real-time dispatch dashboards.

4,000+
Anomaly Detections
99.8%
Model Test Pass Rate
300ms
P99 Query Time
Real-Time Omnichannel Customer 360 & Reverse ETL Hub
RETAIL // OMNICHANNEL CUSTOMER 360

Real-Time Omnichannel Customer 360 & Reverse ETL Hub

Unified multi-channel customer touchpoints into a single Snowflake data warehouse, powering executive predictive LTV dashboards and automated CRM triggers.

38.4M
Customer Profiles
-54%
Compute Ingestion Cost
Daily
Sync Cadence
// THE THAYANSH ADVANTAGE

Why Data Leaders & CDOs Choose
Thayansh

Engineering-first emergent outsourcing: we embed dedicated Principal Data Architects with deterministic SLAs.

01

100% Open-Source Formats & Data Sovereignty

Complete ownership of all data schemas, dbt models, Airflow DAGs, and cloud storage with zero proprietary lock-in.

SOVEREIGN DATA
02

Dedicated Data Platform & Lakehouse Pods in 7 Days

Pre-cleared senior data engineers, lakehouse architects, and analytics specialists integrated directly into your sprint within one week.

RAPID SQUADS
03

4+ Years Specialized Enterprise Data Track Record

Proven track record executing massive data transformations across Fintech, Healthcare, and High-Throughput SaaS ecosystems.

PROVEN TRACK
04

Living Data Infrastructure with Continuous Testing & DataOps

Automated data quality assertions (GREAT EXPECTATIONS), automated schema version control, and regression-free data pipelines.

QUALITY & CONTRACT GOVERNANCE
05

Strict SLA Guarantee Backed by Contractual Penalties

Every data pipeline is contractually guaranteed with strict 99.999% reliability, sub-second queries, and 24/7/365 availability SLAs.

STRICT SLA GUARANTEED
// EXECUTIVE ENGAGEMENT ROW

Schedule an Executive Data
Architecture Review

Discuss automated lakehouse migrations, real-time streaming pipelines, or embed dedicated Principal Data Engineers directly with your team.

DIRECT TECHNICAL ADVISORY

Mon-Fri: 9:00 AM – 6:00 PM IST

DATA ARCHITECTURE DIRECT

Guaranteed Response within 4 Hours

WHATSAPP DIRECT

Direct Channel to Solutions Team

ENTERPRISE DATA PRIVACY & NDA: Strict Mutual Non-Disclosure Agreement (NDA) and Intellectual Property Protection guaranteed prior to architecture discussions.

Enterprise-Grade Data Privacy Protocols. Architecture NDA Guaranteed.