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Octoshift
Octoshift

The full migration consulting firm—AI-powered, in your dev team's hands.

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Platform Capabilities

The full consulting toolkit, AI-powered

Everything a full migration engagement delivers—parsing, dependency analysis, complexity scoring, conversion, verification, documentation—all in a platform your dev team operates directly.

How It Works

A streamlined process designed for enterprise-scale migrations.

1

Ingest & Parse

Upload your COBOL codebase. Deep parsing with preprocessing, copybook resolution, and full syntax tree construction.

2

Analyze & Map

Build dependency graphs, call-chain analysis, complexity scoring, and risk assessment across your entire system.

3

Convert & Verify

Agentic AI converts to your target language. Automated verification proves functional equivalence with the original.

4

Self-Repair Loop

Convert → Verify → Fix → Repeat. The AI iterates until 100% of functions pass equivalence tests.

Before & After

Drag the slider to compare legacy COBOL with modernized Python.

PYTHONAfter — interest_calculator.py
from decimal import Decimal
from dataclasses import dataclass

@dataclass
class InterestCalculator:
    principal: Decimal
    rate: Decimal
    years: int

    def calculate_interest(self) -> Decimal:
        """Calculate simple interest."""
        interest = self.principal * self.rate * self.years
        return interest.quantize(Decimal("0.01"))

    def display_result(self) -> None:
        print(f"INTEREST: {self.calculate_interest()}")
COBOLBefore — CALC-INTEREST.cbl
       IDENTIFICATION DIVISION.
       PROGRAM-ID. CALC-INTEREST.
       DATA DIVISION.
       WORKING-STORAGE SECTION.
       01 WS-PRINCIPAL    PIC 9(9)V99.
       01 WS-RATE         PIC 9(2)V9(4).
       01 WS-YEARS        PIC 9(2).
       01 WS-INTEREST     PIC 9(9)V99.

       PROCEDURE DIVISION.
           COMPUTE WS-INTEREST =
               WS-PRINCIPAL * WS-RATE * WS-YEARS.
           DISPLAY "INTEREST: " WS-INTEREST.
           STOP RUN.
COBOL (Before)Python (After)

The Complete Capability Set

Everything a migration consulting firm delivers—parsing, analysis, conversion, verification, documentation—all AI-powered.

Deep COBOL Parsing

Complete preprocessing, copybook resolution, nested COPY handling, and full syntax tree construction for any COBOL dialect.

Dependency Graphs

Automatic call-chain analysis, program interdependencies, and visualization of your entire system architecture.

Complexity Scoring

Risk assessment and migration difficulty estimation for every module, helping you prioritize and plan.

Agentic Code Conversion

AI-powered transformation to Python, Java, TypeScript, C#, Go, or any modern language your team prefers.

Automated Verification

Proving functional equivalence between source and target through generated test suites and behavioral analysis.

Edge-Case Handling

Comprehensive coverage analysis identifies corner cases. The AI handles them—or flags them for human review.

Business Rule Extraction

Documenting and preserving critical business logic, making tribal knowledge explicit and maintainable.

Data Migration Strategy

VSAM, DB2, IMS, sequential files → modern databases (PostgreSQL, MySQL, MongoDB, etc.) with zero data loss.

Cutover Planning

Parallel-run strategies, phased migration plans, and rollback procedures for safe production deployment.

Assessment Reports

Complete documentation, stakeholder reports, and compliance artifacts for governance and audit.

Self-Repairing Loops

Convert → Verify → Fix → Repeat. The AI keeps iterating until every function is verified and passing.

Test Generation

Auto-generated test suites from observed behavior, not outdated specs. 100% coverage is the baseline, not the goal.

Get Started Today

Put a full migration firm in your team's hands

Skip the lengthy consulting engagements and extended timelines. Your dev team runs the migration. AI does the heavy lifting.

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