Discover. Transform. Evolve. Trust.
Four enterprise technology products engineered to solve the hardest problems in legacy migration, code transformation, continuous optimization, and data governance.
The Modernization Pipeline
Four Products. One Connected Journey.
Each product solves a critical stage in the enterprise modernization lifecycle — from initial legacy discovery to governed, trustworthy production.
ShiftIQ
Millions of lines of undocumented legacy stored procedures, ETL jobs, and tangled dependencies with unknown migration risk.
AI-assisted dialect-aware AST parsing that extracts business rules and maps full source-to-target dependency graphs.
CodeShift
Manual code conversion is slow, prone to human error, and rarely adopts modern distributed compute idioms.
Deterministic rules combined with generative AI to convert legacy SQL/ETL into idiomatic Databricks PySpark and Delta Live Tables.
RevoCode
Even after migration, new codebases accumulate technical debt, inefficient queries, duplicated logic, and cloud compute creep.
Continuous static and runtime profiling of Databricks workloads to recommend query restructuring and cluster optimization.
Veriq
Defective records halt entire pipeline batches or silently corrupt executive reporting and downstream AI models.
AI-native data trust gate that evaluates data as it moves, quarantining defective records while healthy data continues flowing.
Karsient ShiftIQ
Understand Legacy. Plan the Shift. Modernize With Intelligence.
Enterprises often carry millions of lines of legacy code, undocumented business rules, tangled dependencies, and decades of accumulated technical debt. Before migrating any of it, you need to know what you actually have — what's safe to move as-is, what needs redesign, and where the risk sits. ShiftIQ builds that picture with AI-powered analysis across your entire legacy estate.
Karsient CodeShift
Transform Legacy Code. Accelerate Modernization.
Legacy migration is usually slowed down by manual code conversion, thin documentation, inconsistent coding patterns, and the risk of quietly changing business logic along the way. CodeShift applies AI-assisted, rule-based transformation — tuned per source technology — to convert legacy workloads into modern, production-ready Databricks code, with every conversion mapped, documented, and queued for human review where it matters.
Karsient RevoCode
Modernize Today. Continuously Engineer Tomorrow.
Migration is not the finish line. Even after modernization, enterprise codebases accumulate technical debt, inefficient SQL, unnecessary complexity, duplicated logic, and performance problems. RevoCode is not another migration converter — it's what runs after CodeShift, continuously analyzing the modernized codebase to find what's degrading and recommend how to fix it.
Karsient Veriq
From Data Quality to Data Trust.
Karsient Veriq transforms data quality from a reactive validation process into a continuously governed, explainable, and self-improving data trust system. Instead of letting bad data travel through the platform and surfacing problems later, Veriq evaluates every dataset, batch, stream, and record as it moves — deciding whether it should pass, warn, be quarantined, or be repaired, without requiring you to rebuild a single existing pipeline.
Deployment Architecture
Enterprise Cloud & Private VPC Editions
Deploy Karsient AI OS according to your organization's compliance, latency, and data isolation mandates.
Multi-Tenant Cloud
Fastest time-to-value. Managed control plane hosted on Karsient Cloud with read-only metadata ingestion.
Dedicated Private VPC
Deployed entirely within your Azure VNet, AWS VPC, or GCP Project. Zero telemetry or code leaves your perimeter.
Air-Gapped Kubernetes
On-premises bare-metal or self-hosted Kubernetes clusters for tier-1 banking, intelligence, and healthcare compliance.
Evaluate how Karsient products integrate with your stack
Book an interactive technical walk-through with our product engineering team using sample code and schema configurations from your environment.