The Lifter: Agentic AI Platform For System Understanding Before Change
Most modernization projects fail because teams build without mapping.
The Lifter automates system archaeology across applications, data, and testing – compressing months of discovery into weeks, exposing hidden risk early, and enabling confident modernization without auto-rewrites or loss of control.
What Under The Hood
Archaeology Before Architecture
Map dependencies, logic, and risk before you modernize. So, engineers aren’t paying the cost of reverse-engineering the same systems sprint after sprint.
Eliminate the Reverse Engineering Tax
Modernization stalls when teams don’t understand what they’re carrying forward.
Legacy Lifter automates code archaeology across large, undocumented codebases — mapping dependencies, execution paths, and embedded business logic, including black boxes, before any change is made.
Teams reduce assessment cycles from months to weeks, surface hidden risk early, and improve productivity by 5x.
Prevent Context Loss
Data migrations fail when context is lost.
Data Lifter analyzes legacy schemas, transformations, and hidden data dependencies across cloud and hybrid environments—maintaining semantic integrity across data modernization.
Teams reduce manual migration effort by ~40%, minimize rework, and avoid downstream failures caused by lost business meaning.
Replace Coverage with Confidence
Just passing automated testing does not guarantee production safety.
Test Lifter applies AI-driven test generation, impact based regression, and self-healing capabilities to validate modernization outcomes against real system behavior.
Teams cut test cycles by up to 70% while ensuring changes hold up in production.
Archaeology Before Architecture
Map dependencies, logic, and risk before you modernize. So, engineers aren’t paying the cost of reverse-engineering the same systems sprint after sprint.
-
Eliminate the Reverse Engineering Tax
Modernization stalls when teams don’t understand what they’re carrying forward.
Legacy Lifter automates code archaeology across large, undocumented codebases — mapping dependencies, execution paths, and embedded business logic, including black boxes, before any change is made.
Teams reduce assessment cycles from months to weeks, surface hidden risk early, and improve productivity by 5x.
-
Prevent Context Loss
Data migrations fail when context is lost.
Data Lifter analyzes legacy schemas, transformations, and hidden data dependencies across cloud and hybrid environments—maintaining semantic integrity across data modernization.
Teams reduce manual migration effort by ~40%, minimize rework, and avoid downstream failures caused by lost business meaning.
-
Replace Coverage with Confidence
Just passing automated testing does not guarantee production safety.
Test Lifter applies AI-driven test generation, impact based regression, and self-healing capabilities to validate modernization outcomes against real system behavior.
Teams cut test cycles by up to 70% while ensuring changes hold up in production.
-
Eliminate the Reverse Engineering Tax
Modernization stalls when teams don’t understand what they’re carrying forward.
Legacy Lifter automates code archaeology across large, undocumented codebases — mapping dependencies, execution paths, and embedded business logic, including black boxes, before any change is made.
Teams reduce assessment cycles from months to weeks, surface hidden risk early, and improve productivity by 5x.
-
Prevent Context Loss
Data migrations fail when context is lost.
Data Lifter analyzes legacy schemas, transformations, and hidden data dependencies across cloud and hybrid environments—maintaining semantic integrity across data modernization.
Teams reduce manual migration effort by ~40%, minimize rework, and avoid downstream failures caused by lost business meaning.
-
Replace Coverage with Confidence
Just passing automated testing does not guarantee production safety.
Test Lifter applies AI-driven test generation, impact based regression, and self-healing capabilities to validate modernization outcomes against real system behavior.
Teams cut test cycles by up to 70% while ensuring changes hold up in production.
What You Get with The Lifter
-
01
Dependency Mapper
Traces every connection between modules, functions, and external systems. Complete dependency graph showing what breaks if you change something.02
Business Rule Extractor
Reads code and extracts the business logic embedded in it. Plain-English documentation of what the system actually does.03
Data Flow Analyzer
Maps how data moves through the system from input to output. Visual data flow showing transformations and touch points.04
Job Dependency Mapper
Finds scheduled jobs, batch processes, and their relationships. Job schedule map with dependencies and timing.
05
Dead Code Finder
Identifies code that's no longer executed or referenced. List of code safe to remove, reducing maintenance burden.
06
Documentation Extractor
Pulls comments, commit history, and context into usable docs. Onboarding guide for new engineers joining the system. -
01
Schema Analyzer
Maps source schemas including data types, constraints, indexes, and relationships. Complete schema map with type-conversion implications flagged.02
Data Profiler
Samples data to uncover patterns, distributions, anomalies, and real values. Data quality report showing what’s actually in your fields.03
Lineage Mapper
Traces data flow from source systems through transformations to consumption. End-to-end lineage showing what breaks if something change.04
ETL Agent
Parses stored procedures and ETL packages to extract hidden business rules. Transformation rules in plain English plus executable logic.
05
Transform Designer
Generates transformation logic for schema differences between source and target. Migration scripts that preserve meaning, not just structure.06
Compliance Agent
Generates transformation logic for schema differences between source and target. Migration scripts that preserve meaning, not just structure. -
01
Coverage Analyzer
Maps code to identify which critical paths are tested—and which aren’t. Logical coverage map, not just line coverage.
02
Test Case Generator
Generates test cases focused on business risk, not code paths. Intelligent test suite that covers what actually matters.
03
Script Generator
Converts test cases into executable automation scripts in our framework. Ready-to-run tests, not documentation.
04
Flaky Test Detector
Identifies tests that pass and fail inconsistently and diagnoses root causes. Flaky test report with fix recommendations.05
Self-Heal Agent
Automatically updates tests when UI or API changes break them. Tests that maintain themselves as systems evolve.
06
Confidence Scorer
Calculates actual coverage of critical business logic. “You have 73% logical coverage. Here’s what’s not tested".
What You Get with The Lifter
01
Dependency Mapper
Traces every connection between modules, functions, and external systems. Complete dependency graph showing what breaks if you change something.
02
Business Rule Extractor
Reads code and extracts the business logic embedded in it. Plain-English documentation of what the system actually does.
03
Data Flow Analyzer
Maps how data moves through the system from input to output. Visual data flow showing transformations and touch points.
04
Job Dependency Mapper
Finds scheduled jobs, batch processes, and their relationships. Job schedule map with dependencies and timing.
05
Dead Code Finder
Identifies code that’s no longer executed or referenced. List of code safe to remove, reducing maintenance burden.
06
Documentation Extractor
Pulls comments, commit history, and context into usable docs. Onboarding guide for new engineers joining the system.
01
Schema Analyzer
Maps source schemas including data types, constraints, indexes, and relationships. Complete schema map with type-conversion implications flagged.
02
Data Profiler
Samples data to uncover patterns, distributions, anomalies, and real values. Data quality report showing what’s actually in your fields.
03
Lineage Mapper
Traces data flow from source systems through transformations to consumption. End-to-end lineage showing what breaks if something change.
04
ETL Agent
Parses stored procedures and ETL packages to extract hidden business rules. Transformation rules in plain English plus executable logic.
05
Transform Designer
Generates transformation logic for schema differences between source and target. Migration scripts that preserve meaning, not just structure.
06
Compliance Agent
Generates transformation logic for schema differences between source and target. Migration scripts that preserve meaning, not just structure.
01
Coverage Analyzer
Maps code to identify which critical paths are tested—and which aren’t. Logical coverage map, not just line coverage.
02
Test Case Generator
Generates test cases focused on business risk, not code paths. Intelligent test suite that covers what actually matters.
03
Script Generator
Converts test cases into executable automation scripts in our framework. Ready-to-run tests, not documentation.
04
Flaky Test Detector
Identifies tests that pass and fail inconsistently and diagnoses root causes. Flaky test report with fix recommendations.
05
Self-Heal Agent
Automatically updates tests when UI or API changes break them. Tests that maintain themselves as systems evolve.
06
Confidence Scorer
Calculates actual coverage of critical business logic. “You have 73% logical coverage. Here’s what’s not tested”.
The Intelligence Layer That Makes Modernization Predictable
A unified system understanding built through automated archaeology — before any refactor, migration, or rebuild begins.
Enterprise-Scale System Archaeology
Understand hundreds of applications in weeks — not months — before committing to change.
Deep System Understanding, Not Surface Scans
Reveal real execution paths, dependencies, & embedded business logic across legacy & modern stacks.
Early Technical Debt & Risk Exposure
Surface undocumented logic, fragile dependencies, and failure hotspots before they inflate cost and timelines.
Context-Aware Modernization Strategy
Decide when to refactor, migrate, rebuild, or retire systems based on business and risk context.
Enterprise-Specific Modernization Pathways
No generic roadmaps. Strategies tailored to your architecture, regulatory constraints, and operating model.
Data Semantics & Lineage Intelligence
Understand schemas, transformations, and business meaning — not just structure —before data is moved.
Continuous Validation Across Change
AI-driven test generation and impact-based regression ensure modernization doesn’t re-introduce risk.
Natural-Language System Exploration
Ask plain-English questions of your systems and trace answers end-to-end — fully on-prem.
Expert-in-the-Loop Governance
Every insight is inspectable, reviewable, and validated by engineers — not opaque AI outputs.
Secure, On-Prem, and Auditable by Design
Runs entirely in your environment. No code or data leaves your control.
- CIOs & CTOs seeking clarity before committing to large modernization programs
- Enterprise Architects planning refactor, migration, rebuild, or retire strategies
Built for Teams Modernizing Mission-Critical Systems
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QA & Test Leaders validating modernization outcomes at scale
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Risk, Compliance & Security Leaders ensuring regulatory alignment
- Engineering Leaders managing complex legacy applications and technical debt
- Data Engineering Leaders driving high-risk migrations and transformations
- Modernization Program Leaders coordinating complex, multi-year initiatives
What Teams
Achieve with The Lifter
Enterprises using The Lifter modernize with less uncertainty and better outcomes:
- Modernization decisions driven by evidence, not guesswork
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Problems surface in weeks, not months
- 6-12 months of manual archaeology compressed into weeks
- 1/3rd of developer time reclaimed from understanding legacy code
- Shared system understanding replaces tribal knowledge
Backed by Enterprise-Grade Security
On-prem deployment ready
Full auditability and traceability
Built for regulated enterprise environments
Clarity Changes Everything
When teams understand their systems deeply, modernization becomes faster, safer, and repeatable. The Lifter makes that possible.