What Auto-Parallel Technologies does

Auto-Parallel Technologies, Inc. (APTech) is a privately-held software R&D startup founded in 2014 and headquartered in the Austin/Cedar Park, Texas "Silicon Hills" corridor. The company operated in stealth from 2014 to 2017 before publicly launching its flagship product, the RPerl optimizing compiler, which translates Perl source code into C++ source and then subcompiles it into binary executables or shared libraries. RPerl is positioned as the only true Perl compiler producing binary output, delivering serial runtime performance comparable to C/C++/Fortran and providing automatic parallelization across multi-core, cluster, and supercomputer platforms. The technology is underpinned by a 4,000+ automated test suite and offers binary-only distribution for source-code intellectual property protection. The founder, William Braswell, serves concurrently as President, CEO, and CTO, with Al Hartmann as Chief Scientist, Dr. Eric Hughes on the Board of Advisors, and Ivan Marquez as Director of Sales.

Beyond the compiler, Auto-Parallel has built an interconnected product portfolio: Perl TensorFlow (a native Perl interface to Google TensorFlow enabling image classification via pre-trained MobileNet V2), CloudForFree.org (a free, GitHub-authenticated cloud platform pre-loaded with RPerl and applications), PAGI (an async-first successor to PSGI supporting HTTP, WebSocket, and Server-Sent Events with Futures-based backpressure), the Science Tricorder Mark 5 and Mark 6 (handheld STEM sensor hardware), the Genius Phone (an open-source Ubuntu Linux smartphone), and a suite of RPerl-compiled scientific applications (N-Body Solar System Simulator, Gauss-Seidel Solver, Bubble Sorter, Fractal Generator, Pi Generator). Distribution runs through CPAN/MetaCPAN, Docker Hub, direct download, and the CloudForFree.org web platform, with community presence across Perl Mongers, Perl Monks, The Perl Conference, FOSDEM, FLOSS Weekly, and the Perl Town Hall YouTube show.

The business model combines per-seat and per-entity software licensing (RPerl Compiler and RPerl Apps sold in Home, Commercial, Education, Non-Profit, Government, and Free editions), hourly-rate professional services (Linux consulting, cloud setup, parallel computing, Perl development at $90–$180/hour), a belt-ranking RPerl training and certification program (White Belt through 9th Degree Black Belt), and a Perl staffing/recruiting service charging 20–28% of first-year salary. Customer segments span individual developers and hobbyists, educational institutions, government agencies, non-profits, and commercial enterprises — including disclosed customers Austin Shakespeare, Systems of Merritt Inc., Evince Medical Software LLC, and Network Makers LLC. No external funding rounds or revenue figures are disclosed.

Name

Auto-Parallel Technologies

Legal name

Auto-Parallel Technologies, Inc.

Website

https://autoparallel.com

Company type

Private

Founded year

2014

Operating status

Operating

Headcount range

1–10 employees

Short description

Auto-Parallel Technologies is an Austin, Texas-based software R&D startup developing the RPerl optimizing compiler, which converts Perl source to compiled C++ binaries with automatic parallelization, plus Perl TensorFlow, CloudForFree.org, and STEM hardware. It serves Perl developers, enterprises, educators, and hobbyists via licensing, consulting, training, and staffing.

Ownership category

akta.pro rank

Product category

Compiler Software

NAICS

Software Publishers (5132), Custom Computer Programming Services (541511), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821), Computer Training (61142)

SIC

Services-Prepackaged Software (7372), Services-Computer Programming Services (7371), Services-Computer Processing & Data Preparation (7374)

akta.pro primary industry

AI Compiler, Runtime & Kernel Optimization Software (CUDA/ROCm/XLA, graph compilers) (HDAAAAAI)

akta.pro secondary industries

Edge Compute Platforms (Serverless Edge, Edge Functions) (HDABAGAB), Cloud & DevOps Training (Cloud, Containers, CI/CD, SRE) (BPAEANAG)

Keywords

• Optimizing compiler software
• Parallel computing platforms
• Perl development tools
• Machine learning integration
• STEM sensor hardware

Headquarters

HQ city

Cedar Park

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations, Supply Chain, Others

Revenue model

1. RPerl Software Licensing: RPerl compiler sold in multiple editions (Home, Commercial, Education, Non-Profit, Government, Free) with per-seat or per-entity pricing. Commercial tiers include support plans (Bronze, Silver, Gold, Platinum, Diamond). Revenue from software licenses for the RPerl compiler and associated tools.
2. Perl Development Services: Hourly-rate consulting and development services for Perl and RPerl application development. Covers Perl upgrades, bug fixes, platform migration, and custom RPerl app development using Waterfall or Agile methodologies.
3. RPerl Training & Certification: Official RPerl training courses with belt-ranking certification system (White Belt through 9th Degree Black Belt). Classroom-based training with credit hours toward LAMP University degrees. Individual course pricing plus package deals available.
4. Perl Staffing & Recruiting: Pre-screened Perl candidate placement services. Candidates billed as percentage of first year's annual salary (20-28% depending on region). Serves North America, South America, Europe, India, and Japan.
5. Linux Consulting: System administration and consulting for Linux operating systems. Hourly-rate contracts supporting Ubuntu, Debian, and other distributions on any hardware platform.
6. Cloud Setup & Installation Services: Consulting and administration for cloud computing platforms. Hourly-rate contracts for GoGetSpace, Amazon AWS, and custom/in-house cloud systems. Includes software installation and configuration.
7. Parallel Computing Services: Consulting, system administration, and software development for parallel computing platforms including multi-core processors, clusters, and supercomputers. Hourly-rate contracts ranging from $140-180 per programmer hour.
8. RPerl Applications: Pre-built RPerl applications including Gauss-Seidel Solver, N-Body Solar System Simulator, Bubble Sorter, Fractal Generator, and Pi Generator. Sold per-seat with different editions (Home, Commercial, Education, Non-Profit, Government, Free).

Pricing tiers

Go-to-market motion4 records

Distribution channels6 records

Marketing channels10 records

Core offering

Auto-Parallel Technologies develops and sells the RPerl optimizing compiler, which converts Perl source code into C++ and then subcompiles it into binary executables or shared libraries, delivering execution speed tied with C/C++/Fortran plus automatic parallelization across multi-core CPUs, clusters, and supercomputers. The company also sells the CloudForFree.org cloud platform, the Perl TensorFlow machine learning interface, the PAGI async web standard, the RPerl scientific apps suite (N-Body, Fractal, Gauss-Seidel, Bubble Sorter, Pi Generator), and the Science Tricorder Mark 5/Mark 6 sensor hardware plus Genius Phone. Around these products it offers a broad services portfolio including Perl staffing/recruiting, custom RPerl application development, RPerl training and certification, and Linux/cloud/parallel computing consulting.

Product overview

Auto-Parallel Technologies offers a portfolio of interconnected software and hardware products centered on high-performance Perl computing. The core product is the RPerl Compiler, which optimizes Perl code by converting it to C++ for ultra-fast serial execution with automatic parallelization. This compiler powers the RPerl Apps suite of scientific applications (N-Body Simulator, Fractal Generator, Gauss-Seidel Solver, Bubble Sorter, Pi Generator) and the free CloudForFree.org cloud platform. Additional software includes Perl TensorFlow (native Perl interface to Google TensorFlow for machine learning), and PAGI (async interface standard for Perl applications). Hardware offerings include the Science Tricorder (Mark 5 and Mark 6 handheld STEM sensors) and Genius Phone (open source smartphone). Supporting services cover Perl staffing, development, RPerl training (belt-based certification), custom app development, Linux consulting, cloud setup, and parallel computing services.

Differentiator

Problem solved

Functional benefit

Brands

• RPerl: The RPerl optimizing compiler that converts Perl source code to C++ for ultra-high-speed execution and automatic parallelization.
• CloudForFree.org
• Science Tricorder
• Genius Phone
• Perl TensorFlow
• PAGI

Products and services

• RPerl Compiler An optimizing Perl compiler that converts Perl source code into C++ and then subcompiles the C++ into binary executables or shared libraries, providing ultra-fast serial execution tied with C/C++/Fortran and automatic parallelization across multi-core CPUs, clusters, and supercomputers. Sold across Home, Commercial, Education, Non-Profit, Government, and Free editions with per-seat or per-entity pricing and Bronze through Diamond support tiers.
• CloudForFree.org A 100% free cloud computing platform pre-loaded with the RPerl compiler and RPerl apps, enabling collaborative creation and execution of RPerl programs on high-speed cloud resources with GitHub-based login.
• Perl TensorFlow A native Perl interface to Google's TensorFlow machine learning platform, enabling Perl developers to load and execute neural network models for image classification, object identification, and predictive analytics directly from Perl code.
• PAGI (Perl Asynchronous Gateway Interface) An async-first standard interface for Perl web servers and frameworks that unifies HTTP, WebSocket, and Server-Sent Events under one interface with explicit backpressure via Futures, designed as the successor to PSGI.
• RPerl Apps A suite of scientific and mathematical applications compiled with RPerl, including N-Body Solar System Simulator, Gauss-Seidel Solver, Bubble Sorter, Fractal Generator, and Pi Generator; sold per-seat with tiered pricing across edition types.
• Science Tricorder Mark 5 A handheld tri-function recorder for STEM research featuring 10 independent sensors (including spectrometer, radiation, gas, and magnetic), WiFi networking, Arduino compatibility, and RPerl compatibility.
• Science Tricorder Mark 6 A major hardware upgrade to the Science Tricorder Mark 5 featuring additional sensors, upgraded control software, integration with the Genius Phone for display and user interface, and built-in parallel computing hardware for STEM research and activities.
• Genius Phone An open-source smartphone built on Ubuntu Linux, pre-loaded with CloudForFree.org and RPerl, featuring a high-performance parallel multi-core processor and integration with the Science Tricorder Mark 6.
• Perl Staffing Professional staffing and recruiting services for building Perl software development teams, providing pre-screened candidates with standardized skill and salary ratings; placement fees are 20%–28% of first-year annual salary.
• Perl Development Services Software development, maintenance, and modernization services for existing Perl applications and new Perl 7 software systems, including upgrades, bug fixes, platform migration, and custom RPerl application development.
• RPerl Training and Certification Official classroom-based RPerl training and belt-ranking certification program covering White Belt through 9th Degree Black Belt, with credit hours applicable toward LAMP University degrees and a Full Package bundle.
• Custom RPerl Application Development Bespoke RPerl application software development delivered using Waterfall or Agile methodologies with Test-Driven Development principles for clients needing high-performance custom Perl applications.
• Linux Consulting System administration and consulting services for Linux operating systems across desktop, server, embedded, and cloud platforms, delivered at hourly rates by Linux distribution.
• Cloud Setup and Installation Services Consulting and administration services for cloud computing platforms, including guidance on cloud providers and software installation and configuration; delivered as hourly-rate contracts.
• Parallel Computing Services Consulting, system administration, and software development for parallel computing platforms including multi-core processors, clusters, supercomputers, and cloud, delivered at hourly rates scaled by platform.

Quantifiable outcome

• RPerl tied with C/C++/Fortran for fastest serial runtime among programming languages
• +2 more outcomes

Named customers4 records

Segments6 records

Ideal customer profiles5 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration6 records

AI capability3 records

Feature8 records

Scale indicators2 records

Recent moves6 records

Expansion highlights5 records

Others

• GitHub: GitHub is the code hosting platform where APTech hosts RPerl, PhysicsPerl, MathPerl repositories and where CloudForFree.org authenticates users via OAuth login. Comparable as the foundational developer platform underpinning APTech's open source distribution and community collaboration model.
• The Perl Foundation: The Perl Foundation is the non-profit steward of the Perl language, CPAN, and community events including The Perl Conference. Comparable as the central ecosystem body that APTech's RPerl, Perl TensorFlow, and community engagement efforts orbit around.
• MongoDB: MongoDB is the document-oriented database that RPerl v3.6 (Sirius) introduced native high-speed C++ bindings for. Comparable as a database technology partner integrated into the RPerl compiler and developer tooling ecosystem.
• Docker: Docker Hub hosts APTech's RPerl and CloudForFree container images for quick installation. Comparable as the containerization distribution channel that APTech uses for developer-led deployment of its software.

Broad incumbents

• JetBrains: JetBrains builds commercial developer tools and IDEs across multiple languages, including language-specific tooling and compilers. Comparable to APTech as a vendor of professional developer productivity products sold via tiered commercial licensing.
• NVIDIA (CUDA): NVIDIA's CUDA platform is the dominant parallel computing compiler and runtime for GPU-accelerated workloads, providing C/C++/Fortran performance on heterogeneous hardware. Comparable to RPerl as a parallel computing compilation technology, though operating at vastly larger scale and in the AI/GPU domain.
• Cloudflare Workers: Cloudflare Workers provides serverless edge compute execution via the V8 runtime with a free tier for developers. Comparable to CloudForFree.org as a free-tier cloud execution platform aimed at developers.
• Google (TensorFlow): TensorFlow is the underlying ML framework that APTech's Perl TensorFlow integrates against, providing the MobileNet V2 and Imagenet models. Comparable as the foundational AI/ML platform that APTech extends into the Perl ecosystem.

Direct peers

• ActiveState: ActiveState provides commercial language distributions and runtime solutions for Perl, Python, and Tcl, including enterprise support and pre-built binaries. Directly comparable to APTech as a commercial enabler of the Perl ecosystem with both packaged software and enterprise services.

Emerging players

• Replit: Replit is a cloud-based development and execution platform that lets users code, compile, and run applications in the browser. Comparable to CloudForFree.org as a browser-based free cloud development environment with built-in language tooling.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat3 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xtwitter.com/rperlcompiler
• GitHubgithub.com/wbraswell/rperl
• YouTubeyoutube.com/channel/UCHugWKYk4PPC0k5rNTSnIxQ
• Facebookfacebook.com/rperlcompiler
• LinkedInlinkedin.com/company/autoparallel

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Auto-Parallel Technologies