Now in Private Beta

Reverse Engineer Complex Software in Hours, Not Weeks

AI-powered software analysis that runs entirely on your infrastructure. No cloud dependencies. No data exposure. Complete control.

Request Demo See How It Works
10x
Faster Analysis
100%
On-Premise
Zero
Data Exposure
Runs 100% On-Premise
Zero Third-Party APIs
Air-Gap Compatible
Local LLM Inference

Trusted by security teams at leading organizations

Company A
Company B
Company C
Company D
Company E
Company F
Company G
Company H
Company A
Company B
Company C
Company D
Company E
Company F
Company G
Company H

Analysis at Scale

Automating the syntactic drudgery so experts can focus on semantic depth

Handle complex codebases that would take teams weeks to analyze

Manual Analysis

Linear progress over time

Week 1Week 12
Progress

Desmodus Analysis

Exponential acceleration

Hour 1Hour 4

Built on Proven Technology

Desmodus combines deterministic extraction with structured local AI to produce reproducible, auditable reverse-engineering outputs.

The Analysis Stack

Data flows upward through four specialized layers

Static Analysis Layer

Deterministic Traversal

Desmodus initiates the analysis pipeline by performing a deterministic traversal of target artifacts, including JVM (JAR) and Android (APK) binaries, using a suite of integrated bytecode parsers and decompilers.

This layer recovers the complete structural skeleton of the software, including class hierarchies, method signatures, call graphs, and string tables.

By establishing an immutable ground truth at the binary level, the system ensures that all subsequent analysis is anchored in the actual code, effectively eliminating the risk of structural hallucinations during the initial discovery phase.

The Hybrid Advantage

Why a structured pipeline outperforms "Black-Box" AI for critical security analysis.

FeatureNaive AI ApproachesDesmodus Hybrid Engine
Logic & GroundingProbabilistic Guessing: Relies on pattern matching and code similarity, leading to frequent errors in complex or obfuscated logic.Deterministic + AI: Grounded in a constructed Program Graph of actual control flows and data dependencies before any interpretation occurs.
ReliabilityHallucination-Prone: Ad-hoc prompts produce inconsistent, "free-text" results that are impossible to verify or reproduce.Structured Reasoning: Uses strict schema-based protocols and Local LLM Inference to ensure auditable, consistent, and reproducible semantic labels.
Data PrivacyCloud-Dependent: Requires transmitting sensitive or proprietary bytecode to 3rd-party APIs, creating massive compliance risks.Local-First: Engineered for Regulated Environments; all analysis and inference run entirely on your local, air-gapped, or secure hardware.
Analysis DepthSnippet-Level: Limited to small windows of code, often missing the "big picture" of how components interact.Architectural Intelligence: Builds a Persistent Knowledge Graph that maps the entire system's architecture and inter-module relationships.

From Compiled Code to Architectural Intelligence

Input Artifacts

JAR files, APK packages, compiled libraries, or decompiled codebases

Static Analysis

Automated extraction of program structure, dependencies, and call graphs

AI Interpretation

Large language models identify subsystems, label components, and infer semantics

Structured Output

Machine-readable knowledge graphs and human-readable architectural reports

The Living System Model

Unlike standard decompilers that forget context once closed, Desmodus builds a persistent Knowledge Graph that enables incremental, cross-referenced analysis.

Knowledge Graph Preview
Live
Networking Subsystem
NetworkModule★HttpClientApiManagerResponseparseData()baseUrl

Structural Nodes

Modules
1
Classes
3
Methods
1
Fields
1

Semantic Edges

Inheritance
1
Composition
3
Data Flow
2

Inferred Subsystems

Networking
★
State Management

Built for Critical Reverse Engineering Scenarios

Accelerate Threat Characterization

Quickly understand malicious software structure. Identify networking components, persistence mechanisms, and command channels to speed incident response.

Adversary Emulation

Deep analysis of captured threat actor tools to understand C2 infrastructure and defensive bypass mechanisms.

Automated Vulnerability Audit

Map unknown binaries against known CVE signatures and semantic patterns to isolate zero-day exposures.

What Desmodus Delivers

Automated Subsystem Discovery

Identifies functional subsystems: networking, state management, persistence, UI, domain logic, and more.

Semantic Labeling

AI-powered interpretation names and describes obfuscated or unclear components.

Dependency Mapping

Visualizes relationships between modules, classes, and functions.

Architecture Reconstruction

Generates high-level system models from low-level code artifacts.

Reproducible Analysis

Structured pipelines ensure consistent results across multiple analysts and projects.

Export & Integration

Machine-readable outputs integrate with existing security and documentation workflows.

Trusted by Security Teams and Technical Leaders

Government & Defense

Security clearance environments requiring complete data isolation and compliance with classified information handling.

Financial Services

Audit third-party vendor software and analyze potential security risks without exposing proprietary trading systems.

Cybersecurity Firms

Malware analysis and threat intelligence teams needing rapid threat characterization and pattern detection.

Enterprise Security

CISOs and security teams conducting software audits, incident response, and technical due diligence.

Designed for Regulated Environments

When your software contains trade secrets, classified information, or sensitive intellectual property, cloud-based analysis isn't an option.

Complete Data Control

Everything runs on your infrastructure. Your binaries, your analysis, your servers. No data ever transmitted to external services.

Compliance Ready

Compatible with ITAR, FedRAMP, GDPR, and other regulatory frameworks. Audit trails and reproducible analysis pipelines.

Air-Gap Compatible

Operates in isolated networks without internet connectivity. Perfect for classified environments and sensitive operations.

Frequently Asked Questions

Everything you need to know about Desmodus

Still have questions?

Contact Us

See Desmodus in Action

Schedule a personalized demo to see how Desmodus accelerates your reverse engineering workflow.

Download Technical WhitepaperContact Sales