KARSIENT:Engineering tomorrow's intelligent enterprises.

TheAutonomousCloudModernization & AIPlatform

Stop waiting for multi-year consulting rewrites — Karsient's intelligent SaaS engine automatically discovers legacy architectures, transpiles enterprise codebases, and deploys governed production AI lakehouses in weeks.

Explore Platform Capabilities Calculate Modernization ROI

SOC2 Type II & HIPAA CompliantHosted on ISO 27001 Certified InfrastructureZero Data Exfiltration

karsient-studio://production-lakehouse-v3.cloud

ShiftIQ™— Autonomous Execution Pipeline100% Passed

Legacy Technical DebtINPUT

// LEGACY INFRASTRUCTURE SCAN
TARGET: Teradata Enterprise EDW (v16.20)
DEPENDENCIES: 1,420 Stored Procs, 8,900 ETL scripts
DATA VOLUME: 4.8 Petabytes / 38 Schemas
STATUS: Unindexed join bottlenecks detected (184 nodes)

Target Cloud LakehouseOUTPUT

// SHIFTIQ TARGET TOPOLOGY GRAPH
TARGET_STACK: Databricks Unity Catalog + Delta Lake
READINESS_SCORE: 96.8% Autonomous Path Found
RECOMMENDED_RUNTIME: Serverless Spark Compute
MIGRATION_EFFORT: -74% vs Manual Architecting

Live Agent Telemetry Stream

›[ShiftIQ-Agent] Connected to EDW metadata catalog (read-only)

›[ShiftIQ-Agent] Extracted lineage graph across 18 source databases

›[ShiftIQ-Agent] 100% dependency DAG constructed for Delta Lake transition

SaaS Acceleration Metrics

Assets Discovered

12,480+

Tables, Views & Procs

Blast Radius

Zero

Non-intrusive metadata

Graph Ingestion

< 14 min

Automated crawl rate

Explore ShiftIQ™ Engine→

Enterprise Technology Ecosystem

Platform-Agnostic Engineering · Multi-Cloud Architecture

Databricks

Unified Lakehouse & AI

Snowflake

Cloud Data Platform

Microsoft Fabric

Enterprise Analytics

Microsoft Azure

Cloud Architecture

AWS

Cloud Infrastructure

Google Cloud

Data & ML Platform

Apache Spark

Distributed Engine

Apache Kafka

Real-Time Streaming

Apache Airflow

Pipeline Orchestration

dbt

Transformation Modeling

Power BI

Enterprise BI & Semantic

LangChain

Agentic AI Framework

Teradata

Legacy EDW Migration

IBM Netezza

Legacy Offload Target

Greenplum

Data Warehouse Modernize

Oracle Exadata

PL/SQL Modernization

Apache Iceberg

Open Table Standard

Delta Lake

ACID Transaction Mesh

Databricks

Unified Lakehouse & AI

Snowflake

Cloud Data Platform

Microsoft Fabric

Enterprise Analytics

Microsoft Azure

Cloud Architecture

AWS

Cloud Infrastructure

Google Cloud

Data & ML Platform

Apache Spark

Distributed Engine

Apache Kafka

Real-Time Streaming

Apache Airflow

Pipeline Orchestration

dbt

Transformation Modeling

Power BI

Enterprise BI & Semantic

LangChain

Agentic AI Framework

Teradata

Legacy EDW Migration

IBM Netezza

Legacy Offload Target

Greenplum

Data Warehouse Modernize

Oracle Exadata

PL/SQL Modernization

Apache Iceberg

Open Table Standard

Delta Lake

ACID Transaction Mesh

The Enterprise Dilemma

Four legacy clouds.
Five data warehouses.
Zero Unified Intelligence.

Legacy code and fragmented data silos don’t fix themselves. Traditional systems integrators bring hundreds of billable contractors for multi-year rewrites that fail 70% of the time.

Karsient’s autonomous AI platform transforms monolithic debt into governed, production-grade cloud native lakehouses in weeks—not years.

Explore the 4-Stage Platform→See Cost Comparison ↓

Traditional Consulting Approach18 – 36 MONTHS

✕Manual reverse-engineering of decades-old stored procedures
✕High human error rate with broken business logic and data drift
✕Bloated multimillion-dollar time & materials billings

The Karsient Autonomous SaaS Platform3 – 6 WEEKS

✓ShiftIQ automatically constructs 100% dependency lineage graphs
✓CodeShift & RevoCode transpile and generate unit-tested cloud code
✓Veriq enforces bit-level reconciliation and zero schema drift 24/7

Interactive Modernization Value Calculator

Somewhere in your legacy estate,
technical debt is burning millions.

Manual consulting rewrites drag on for years with a 70% overrun rate. Configure your legacy footprint below to calculate the instant acceleration of Karsient’s autonomous modernization platform.

Step 01: Configure Current Legacy Footprint

Estimated Legacy Stored Procs & ETL Scripts250,000 lines

50K lines (Mid-size)1M lines (Enterprise)2M+ lines (Global Bank/Telco)

Siloed Databases, Data Marts & Schemas6 Databases

2 Schemas15 Schemas30+ Schemas

Primary Legacy Engine

Target Modern Cloud Lakehouse Stack

Simulation Engine: Karsient v3.2 ModelLive Interactive Mode

Projected Acceleration

Executive ROI Summary

76% Cost Savings

Projected Capital Saved

$1.87M

Traditional SI Estimate: $2.46MKarsient: $592K

Manual Consulting SI Timeline17 Months

Karsient Autonomous SaaS3.7 Months

Autonomous Code Pass

93%

Zero Manual Edits

Time-to-Production

-78%

Faster Go-Live

Request Custom Enterprise Assessment→

Includes complimentary ShiftIQ Discovery Scan

Unified SaaS Architecture

Engineered for Mission-Critical
Enterprise Workloads

Karsient delivers the security, scale, and compliance of an enterprise SaaS platform with zero compromise on data sovereignty.

Autonomous Fleet4 Live Agents

Multi-Agent Autonomous Orchestration

Specialized AI agents operate concurrently across code extraction, AST refactoring, test fixture synthesis, and schema verification.

ShiftIQ Agent Active Task Log12,480 Procs Indexed

› Initialized in customer private security perimeter

› Constructing deterministic DAG representation...

› Status: Analyzing DAG [OK]

Agent Mesh v3.2Explore Orchestration →

Enterprise SecurityAir-Gapped Ready

Zero Data Exfiltration

Deploy Karsient as a managed SaaS or directly into your Azure VNet, AWS VPC, or GCP VPC. Your IP, database credentials, and customer records never exit your infrastructure.

Private Tenant DeploymentIsolated

TLS 1.3 + AES-256 at RestEncrypted

SOC2 Type II & HIPAACompliant

Zero Trust ProtocolSecurity Whitepaper →

Continuous Governance (Veriq™)

Self-Healing Data Lineage

Prevent pipeline breakages before they reach executive dashboards. Veriq tracks column-level lineage and auto-quarantines breaking upstream schema changes.

Schema Drift GuardianACTIVE

› 0 Breaking changes leaked to gold layer in 180 days

› Real-time Unity Catalog & Purview synchronization

Audit ReadyVeriq Specs →

Ecosystem Connectors20+ Native Connectors

Seamless Hybrid Lakehouse Mesh

Connect legacy enterprise engines directly to modern AI lakehouse destinations without vendor lock-in.

DatabricksTarget

SnowflakeTarget

MS FabricTarget

Apache IcebergFormat

TeradataSource

Oracle RACSource

Hadoop HDFSSource

IBM NetezzaSource

REST API & CLI SDK IncludedView All Connectors →

Transformation Architecture

From Legacy Complexity to Intelligent Enterprises

A coherent progression from legacy technical debt to governed lakehouses, production AI, and continuous enterprise evolution.

Step 02Code & Schema Transpilation

Modernization

CodeShift applies dialect-specific rules and AI-assisted transpilation to convert legacy SQL and ETL into modern, native Databricks PySpark and Delta Lake pipelines.

Engineering Standard

Deterministic syntax rules combined with human-in-the-loop review.

Architecture Deliverables

✓Native Databricks PySpark transformations
✓Delta Live Tables pipeline definitions
✓CI/CD automated unit tests with boundary validation

Ecosystem & Technologies

CodeShift Engine Databricks

Databricks Python

PySpark

Delta Lake Apache Spark

Apache Spark

Next In Sequence:03 · Trusted Platform

Core SaaS Engines

Four Engines. One Unified Autonomous Platform.

ShiftIQ, CodeShift, RevoCode, and Veriq — engineered to discover legacy complexity, transpile workloads, synthesize microservices, and enforce continuous trust.

Explore Full Product Suite →

01 · Discover“What do we have?”

Karsient ShiftIQ

Understand Legacy. Plan the Shift. Modernize With Intelligence.

ShiftIQ analyzes complex legacy applications — code, dependencies, business rules and data flows — to tell you exactly what you have, what it does, and how it should be modernized, before migration begins.

Assess Your Legacy Environment →

02 · Transform“How do we migrate it?”

Karsient CodeShift

Transform Legacy Code. Accelerate Modernization.

CodeShift transforms legacy code and data workloads into modern, production-ready implementations — converting SQL, stored procedures, and ETL jobs into Databricks-native code while preserving business logic and transformation intent.

Start Code Transformation →

03 · Evolve“How do we make it better?”

Karsient RevoCode

Modernize Today. Continuously Engineer Tomorrow.

RevoCode continuously analyzes your modernized Databricks codebase — refactoring, optimizing, and evolving it after migration, so performance and cost stay under control long after cutover.

Optimize Your Modern Codebase →

04 · Trust“Can we trust this data?”

Karsient Veriq

From Data Quality to Data Trust.

Veriq sits across your existing data platforms and continuously understands, protects, governs, and improves data as it moves — so problems are contained and explained before they reach the business, not discovered after.

Establish Data Trust →

Reference Architecture