# Delolden

*/Startups/Delolden*

## Startup Overview

The platform parses undocumented legacy codebases to extract and isolate embedded business logic. It maps deprecated languages and entangled scripts into clear, structured rules that mirror active operational workflows. Engineering teams use these deterministic outputs to untangle dependencies and prepare systems for replatforming without losing decades of institutional knowledge.

Enterprise modernization teams face a rigid bottleneck when upgrading critical transaction systems that run on decades-old, opaque code. Departing authors leave behind undocumented logic where replacing a single module risks breaking core compliance checks. This solution removes the guesswork from migration by generating a mathematically verified, function-by-function blueprint of the legacy system's exact behavior.

Unlike manual systems integrators who bill thousands of hours to read outdated syntax, or lift-and-shift wrappers that merely host existing technical debt in the cloud, the extraction engine guarantees accurate translation through deterministic verification. Every extracted rule matches the original execution paths. Replacing the rigid, upfront licensing models of legacy tools like Micro Focus Enterprise, the capability is outcome-priced exclusively per successfully modernized module.

## Startup Founding Hypothesis

**Approach**: that extracts business rules from undocumented legacy codebases
**Competitors**:
- [Manual systems integrators](/Competitors/Manual_systems_integrators)
- [Micro Focus Enterprise](/Competitors/Micro_Focus_Enterprise)
- [Lift-and-shift wrappers](/Competitors/Lift-and-shift_wrappers)
**Differentiator2x2**: deterministically verified and outcome-priced per successfully modernized module

## Startup Solution Coordinate

**Solution**: [Legacy Extraction Service](/Services/Legacy_Extraction_Service)

## Startup Position2x2

```mermaid
quadrantChart
title Market Position
x-axis Effort-Priced --> Outcome-Priced
y-axis Opaque Extraction --> Deterministically Verified
quadrant-1 Guaranteed Modernization
quadrant-2 Expensive Tooling
quadrant-3 Legacy Services
quadrant-4 Opaque Wrappers
Delolden: [0.85, 0.85]
Manual systems integrators: [0.15, 0.20]
Micro Focus Enterprise: [0.30, 0.60]
Lift-and-shift wrappers: [0.45, 0.15]
```

## Startup Offer

**Proof**:
- Targeting 100% deterministic functional equivalence for modernized financial ledger modules.
- Aiming to reduce manual rule discovery and documentation hours by 85% for COBOL-to-Java migrations.
- Designed to ingest and dependency-map applications exceeding 1 million lines of code in under five days.
**Tiers**:
- Name: Discovery Audit · Price: ~$5k–$12k per application · Inclusions: Ingestion and dependency graphing for up to 1 million lines of undocumented legacy code, aimed at enterprise architecture teams scoping a migration.
- Name: Verified Extraction · Price: ~$15k–$40k per successfully extracted module · Inclusions: Deterministic extraction of business logic and automated test generation per module, billed strictly upon passing functional equivalence checks.
- Name: Portfolio Pipeline · Price: ~$150k–$250k/yr annual commitment · Inclusions: High-volume extraction pipeline spanning multiple legacy systems, including intended on-premises deployment support and custom runtime adapters.
**Guarantee**: If the extracted business rules fail deterministic verification against the original legacy module's runtime behavior, the extraction fee for that specific module is fully waived.
**Business Function**: ProvideService
**Objection Handlers**:
- Our legacy codebase is entirely undocumented and heavily patched. -> Delolden traces actual deterministic runtime execution paths to map logic, rather than relying on static code comments or historical documentation.
- We cannot upload our proprietary core banking systems to a third-party cloud. -> The extraction engine is designed to be deployed entirely on-premises or within your private VPC to maintain strict data sovereignty.
- Automated modernization tools often introduce subtle regressions in unhandled edge cases. -> The service relies on deterministic verification against the original code's behavior, and you are only billed per module when it passes exact functional equivalence testing.
**Pricing Architecture**: UsageMeter

## Startup Brand

**Voice**: Clinical register anchored by absolute technical certainty.
**Tagline**: Extract and verify business rules from undocumented legacy systems.
**Icon Concept**: punchcard
**Palette Intent**: electric-signal
**Visual Identity**: Terminal amber and matte charcoal provide a clinical backdrop for dense, monospaced data visualizations that map legacy architecture.
**Archetype Reference**: the-sage

## Startup Buyer Chain

**Chain**: Delolden → Enterprise CIO → Application Modernization Team
**Gtm Motion**: Acquires enterprise accounts through direct outbound campaigns targeting IT leaders managing end-of-life mainframe systems. Expands by landing a single low-risk legacy module with outcome-based pricing, then scaling the business rule extraction across the broader application portfolio.
**Agent Channel**: Designed to register in autonomous developer agent tool registries (such as GitHub Copilot Extensions or LangChain tool libraries) to allow AI coding assistants to programmatically query undocumented legacy logic during rewrite tasks.
**Primary Channel**: Direct outbound targeting IT executives posting modernization RFPs, supplemented by search intent capture for specific legacy language migration queries (e.g., COBOL to Java business logic extraction).

## Startup Customer Journey

```mermaid
flowchart LR;A[Search Intent Capture]-->B[Discovery Audit];B-->C[Dependency Graph];C-->D[Verified Extraction];D-->E[Equivalence Test];E-->F[Portfolio Pipeline];F-->G[Case Study]
```

## Startup Proof Points

_Illustrative — target and order-of-magnitude estimate figures, not an achieved track record (this Thing is concept-stage)._

**Pilot Goals**:
- 30-day single-module extraction pilot: Aim to successfully extract and deterministically verify one complex legacy business rule engine, proving functional equivalence before billing.
- 14-day discovery audit pilot: Aim to completely map dependencies for a 500,000-line undocumented codebase to define the scope and cost of a full modernization pipeline.
**Target Metrics**:
- Target: 100 percent deterministic functional equivalence pass rate for extracted financial ledger modules.
- Target: 85 percent reduction in manual rule discovery and documentation hours compared to manual rewriting.
- Target: 5 days or fewer to ingest and dependency-map legacy applications exceeding 1 million lines of code.
**Target Case Studies**:
- Mid-sized regional bank enterprise architecture team: Validate the transition of a 1-million-line undocumented COBOL monolith into fully mapped dependencies and extracted business rules ready for Java migration.
- Large insurance provider modernization lead: Prove the deterministic extraction of undocumented claims-processing logic into functionally equivalent modules with automated test coverage.
- Public sector IT operations director: Demonstrate the safe on-premises ingestion of a heavily patched legacy system without data sovereignty risks, resulting in isolated and verifiable modules.
**Testimonial Targets**:
- VP of Enterprise Architecture: Expresses relief that execution paths are mapped based on deterministic runtime behavior rather than missing or outdated static documentation.
- Chief Information Security Officer: Highlights satisfaction that the entire extraction engine runs securely within a private VPC without exposing proprietary core banking systems to a third-party cloud.
- Lead Modernization Engineer: Confirms confidence in the extraction accuracy because billing strictly triggers only after passing exact functional equivalence testing.

## Startup Top Risks

**Risks**:
- Severity: existential · Description: A failure in deterministic verification causes a critical outage in the modernized system, destroying trust and halting all outcome-based revenue. · Mitigation Status: in-progress
- Severity: high · Description: Enterprise security teams refuse to grant the extraction platform read access to highly sensitive, on-premise mainframe code. · Mitigation Status: unmitigated
- Severity: high · Description: Extremely long sales and deployment cycles in legacy enterprise environments severely delay cash flow under the outcome-priced model. · Mitigation Status: unmitigated
- Severity: moderate · Description: Disagreements over the exact definition of a successfully modernized module lead to withheld payments and prolonged contract disputes. · Mitigation Status: in-progress

## Startup Competitors

- [Manual Systems Integrators](/Competitors/Manual_Systems_Integrators) — Status Quo
- [Micro Focus Enterprise](/Competitors/Micro_Focus_Enterprise) — Incumbent
- [Lift-and-Shift Wrappers](/Competitors/Lift-and-Shift_Wrappers) — Alternative Approach
- [AWS Blu Age](/Competitors/AWS_Blu_Age) — Cloud Vendor Tool
- [Cast Software](/Competitors/Cast_Software) — Legacy Analysis
- [Generative Code Assistants](/Competitors/Generative_Code_Assistants) — Emerging Tech

## Startup Solution Stack

- [Legacy Rule Extraction Service](/Services/Legacy_Rule_Extraction_Service) — Service-as-Software
- [Logic Discovery Agent](/Agents/Logic_Discovery_Agent) — Agent
- [Module Verification Agent](/Agents/Module_Verification_Agent) — Agent
- [Abstract Syntax Tree API](/Software/Abstract_Syntax_Tree_API) — Software
- [Rule Equivalence Engine](/Software/Rule_Equivalence_Engine) — Software

## Startup Story Brand

**Hero**:
- **Need**: to be the modernization strategist who delivers proven system parity, not the scapegoat for migration failures
- **Want**: to migrate undocumented legacy modules to modern runtimes without introducing regressions
- **Identity**: enterprise architecture leads at core banking or insurance firms
**Plan**:
- Step: Ingest Codebase · Detail: Submit your undocumented source code for a comprehensive dependency mapping and logic discovery audit.
- Step: Audit Logic · Detail: Review the extracted business rules and dependency graphs to prioritize modules for modernization.
- Step: Verify Parity · Detail: Approve the extracted modules once they pass 100% deterministic functional equivalence testing against the original runtime.
**Guide**:
- **Empathy**: You shouldn't still be manually tracing COBOL execution paths. Micro Focus Enterprise wasn't built to extract verified business rules from undocumented patches.
**Problem**:
- **Villain**: undocumented legacy sprawl
- **External**: Modernization projects stall because business rules are buried in millions of lines of patched COBOL code without updated documentation.
- **Internal**: You feel paralyzed by the risk of breaking a core financial ledger that no one living understands.
- **Philosophical**: Every enterprise architect deserves deterministic truth — not the guesswork of manual reverse-engineering.
**Success**: Legacy modules are extracted into verified, modern codebases with every business rule documented and functionally equivalent to the original.
**One Liner**: What if you could extract verified business rules from millions of lines of undocumented code? Delolden maps legacy logic into deterministic modules, ensuring 100% functional equivalence for every migration.
**Positioning**:
- **So That**: modernize undocumented modules with guaranteed functional equivalence
- **Unlike**: manual systems integrators
- **For Whom**: enterprise architecture leads at financial institutions
- **Category**: Deterministic Modernization for Legacy Systems
**Call To Action**:
- **Direct**: Request Discovery Audit
- **Transitional**: View Sample Dependency Map
**Failure Stakes**:
- multimillion-dollar project delays
- production-shattering regressions
- permanent loss of core institutional logic
**Transformation**:
- **To**: modernization strategist delivering verified system parity instead of managing high-risk migration guesswork
- **From**: COBOL-bound archeologist manually tracing patches
**Controlling Idea**: Legacy business logic should be a documented asset, not a hidden risk.

## Startup Token Hero

**Genre**: founding-hypothesis
**Rendered**: What if you could extract verified business rules from millions of lines of undocumented code? Delolden maps legacy logic into deterministic modules, ensuring 100% functional equivalence for every migration.
**Mechanism**: spine-derived-v1
**Template Id**: spine-founding-hypothesis
**Vocab Fingerprint**: 9cba44e1d089f5f1

## Startup Token Positioning

**Genre**: moore-positioning
**Rendered**: Deterministic Modernization for Legacy Systems for enterprise architecture leads at financial institutions. Unlike manual systems integrators — modernize undocumented modules with guaranteed functional equivalence.
**Mechanism**: spine-derived-v1
**Template Id**: spine-moore-positioning
**Vocab Fingerprint**: 4dceea96c4f4c41c

## Startup Token Pitch Deck

**Genre**: pitch-deck
**Rendered**: Problem: Modernization projects stall because business rules are buried in millions of lines of patched COBOL code without updated documentation.
Solution: What if you could extract verified business rules from millions of lines of undocumented code? Delolden maps legacy logic into deterministic modules, ensuring 100% functional equivalence for every migration.
Customer: enterprise architecture leads at financial institutions
Unlike: manual systems integrators
**Mechanism**: spine-derived-v1
**Template Id**: spine-pitch-deck
**Vocab Fingerprint**: 5da22b8b0df0a3a5

## Startup Token M E D D P I C C

**Pain**: Modernization projects stall because business rules are buried in millions of lines of patched COBOL code without updated documentation.
**Metrics**: Target: Legacy modules are extracted into verified, modern codebases with every business rule documented and functionally equivalent to the original.
**Rendered**: Pain: Modernization projects stall because business rules are buried in millions of lines of patched COBOL code without updated documentation.
Economic buyer: Enterprise CIO
Metrics: Target: Legacy modules are extracted into verified, modern codebases with every business rule documented and functionally equivalent to the original.
Competition: manual systems integrators
**Mechanism**: spine-derived-v1
**Competition**: manual systems integrators
**Economic Buyer**: Enterprise CIO
**Vocab Fingerprint**: 872f77b0326654e7

## Startup Token Cold Email

**Genre**: cold-email
**Rendered**: Subject: Deterministic Modernization for Legacy Systems for enterprise architecture leads at financial institutions

enterprise architecture leads at financial institutions — Modernization projects stall because business rules are buried in millions of lines of patched COBOL code without updated documentation. What if you could extract verified business rules from millions of lines of undocumented code? Delolden maps legacy logic into deterministic modules, ensuring 100% functional equivalence for every migration.
**Mechanism**: spine-derived-v1
**Template Id**: spine-cold-email
**Vocab Fingerprint**: 82d55000e0a2f2cd

## Startup Token Agent Spec

**Genre**: ai-agent-spec
**Rendered**: Deterministic Modernization for Legacy Systems. What if you could extract verified business rules from millions of lines of undocumented code? Delolden maps legacy logic into deterministic modules, ensuring 100% functional equivalence for every migration. Serves enterprise architecture leads at financial institutions.
**Mechanism**: spine-derived-v1
**Template Id**: spine-ai-agent-spec
**Vocab Fingerprint**: 875b3ca4d12379d7

## Neighborhood

### Candidate solutions

- [Defect Reporting Latency](/Problems/Defect_Reporting_Latency) — candidate solution for · Problems

### Composed of

- [Weld Defect Triage Service](/Services/Weld_Defect_Triage_Service) — composes · Services
- [OEM Format Parser API](/Software/OEM_Format_Parser_API) — composes · Software
- [Radiograph Indexing Service](/Services/Radiograph_Indexing_Service) — composes · Services
- [Volumetric Edge Sync SDK](/Software/Volumetric_Edge_Sync_SDK) — composes · Software
- [API Compliance Worker](/Agents/API_Compliance_Worker) — composes · Agents
- [Defect Characterization Agent](/Agents/Defect_Characterization_Agent) — composes · Agents
- [Algorithmic Recognition Engine](/Software/Algorithmic_Recognition_Engine) — composes · Software
- [Code Compliance Agent](/Agents/Code_Compliance_Agent) — composes · Agents
- [OEM File Parsing SDK](/Software/OEM_File_Parsing_SDK) — composes · Software
- [Volumetric Recognition Engine](/Software/Volumetric_Recognition_Engine) — composes · Software
- [Anomaly Pre-Filtering Agent](/Agents/Anomaly_Pre-Filtering_Agent) — composes · Agents
- [Rule Equivalence Engine](/Software/Rule_Equivalence_Engine) — composes · Software
- [Abstract Syntax Tree API](/Software/Abstract_Syntax_Tree_API) — composes · Software
- [Module Verification Agent](/Agents/Module_Verification_Agent) — composes · Agents
- [Logic Discovery Agent](/Agents/Logic_Discovery_Agent) — composes · Agents
- [Legacy Rule Extraction Service](/Services/Legacy_Rule_Extraction_Service) — composes · Services

### Competitors

- [Physical USB Transport](/Competitors/Physical_USB_Transport) — competes with · Competitors
- [Evident OmniPC](/Competitors/Evident_OmniPC) — competes with · Competitors
- [Zetec TomoView](/Competitors/Zetec_TomoView) — competes with · Competitors
- [Manual USB Data Transfer](/Competitors/Manual_USB_Data_Transfer) — competes with · Competitors
- [manual USB transport](/Competitors/manual_USB_transport) — competes with · Competitors
- [MISTRAS PCMS](/Competitors/MISTRAS_PCMS) — competes with · Competitors
- [Manual USB Data Extraction](/Competitors/Manual_USB_Data_Extraction) — competes with · Competitors
- [physical USB transfer](/Competitors/physical_USB_transfer) — competes with · Competitors
- [manual USB transfer](/Competitors/manual_USB_transfer) — competes with · Competitors
- [Manual Visual Scrubbing](/Competitors/Manual_Visual_Scrubbing) — competes with · Competitors
- [Physical USB Transfers](/Competitors/Physical_USB_Transfers) — competes with · Competitors
- [Evident OmniPC Software](/Competitors/Evident_OmniPC_Software) — competes with · Competitors
- [manual USB transfers](/Competitors/manual_USB_transfers) — competes with · Competitors
- [USB data extraction](/Competitors/USB_data_extraction) — competes with · Competitors
- [Physical USB Drive Transport](/Competitors/Physical_USB_Drive_Transport) — competes with · Competitors
- [offline USB data extraction](/Competitors/offline_USB_data_extraction) — competes with · Competitors
- [Manual USB Extraction](/Competitors/Manual_USB_Extraction) — competes with · Competitors
- [Zetec TomoView Analysis](/Competitors/Zetec_TomoView_Analysis) — competes with · Competitors
- [Micro Focus Enterprise](/Competitors/Micro_Focus_Enterprise) — competes with · Competitors
- [Generative Code Assistants](/Competitors/Generative_Code_Assistants) — competes with · Competitors
- [Cast Software](/Competitors/Cast_Software) — competes with · Competitors
- [AWS Blu Age](/Competitors/AWS_Blu_Age) — competes with · Competitors
- [Lift-and-Shift Wrappers](/Competitors/Lift-and-Shift_Wrappers) — competes with · Competitors
- [Manual Systems Integrators](/Competitors/Manual_Systems_Integrators) — competes with · Competitors

### Who it serves

- [Non-Destructive Testing (NDT) Contractor](/CompanyTypes/Non-Destructive_Testing_(NDT)_Contractor) — serves · CompanyTypes

### Embodies

- [Service-as-Software](/Theses/Service-as-Software) — embodies · Theses

### What it offers

- [Weld Triage Desk](/Services/Weld_Triage_Desk) — offers · Services
- [Legacy Extraction Service](/Services/Legacy_Extraction_Service) — offers · Services

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