OptTek Systems

What OptTek Systems does

OptTek Systems is a privately held Boulder, Colorado-based software company founded in 1992/1993 that develops advanced simulation optimization and analytics technology for U.S. government, military, and commercial enterprise customers. Its flagship product is OptQuest, a black-box simulation optimization engine that combines multiple metaheuristic techniques — including tabu search, scatter search, integer programming, evolutionary algorithms, simulated annealing, ant colony optimization, and neural networks — with adaptive sampling, Gaussian process metamodels, and multi-objective Pareto frontier search to solve complex optimization problems without requiring special tuning. The product portfolio extends to SimWrapper (a cross-platform Java UI for wrapping and optimizing models built in Python, Java, R, Matlab, Julia, and Excel), OptFolio (project portfolio planning), and OptDef (defense-specific optimization for U.S. government and military accounts), with related training and custom scientific software services.

OptTek distributes OptQuest through multiple SDKs (Java, .NET, Python via PyPI, COM), a self-hosted web service, and an AWS-hosted web service on AWS Marketplace, alongside a partner program for ISV embedding and revenue-share arrangements. The company monetizes through perpetual licenses, subscriptions with included maintenance, embedded/royalty licensing for partner applications, and consulting services. Go-to-market combines direct enterprise sales — including a dedicated Government Solutions business unit — with a partner/reseller channel and, more recently, self-serve cloud and developer-channel distribution aimed at AI/ML practitioners.

The company operates with 11-50 employees from a single Boulder headquarters and has no disclosed funding rounds, M&A activity, or institutional ownership, suggesting a long-standing, independent, founder/employee-controlled specialist firm. Recent product investment (OptQuest 10.0 in 2023 and 10.1 in 2024) has emphasized modernizing the API, supporting ML workflows (Optuna integration, Response Distribution Sampling, hyperparameter tuning), and broadening developer reach through PyPI and AWS Marketplace — an offensive move to reposition a 30-year-old optimization engine for the current AI/ML tooling landscape.

Name

OptTek Systems

Legal name

OptTek Systems, Inc.

Website

https://opttek.com

Company type

Private

Founded year

1993

Operating status

Operating

Headcount range

11–50 employees

Short description

OptTek Systems is a Boulder, Colorado-based private software firm founded in 1992/1993 that develops the OptQuest metaheuristic simulation optimization engine and related products (SimWrapper, OptDef, OptFolio) for U.S. government, military, and commercial enterprise customers solving complex decision-making and AI/ML hyperparameter tuning problems.

Ownership category

akta.pro rank

Product category

Simulation Optimization Software

NAICS

Software Publishers (51321), Custom Computer Programming Services (541511)

SIC

Services-Prepackaged Software (7372), Services-Computer Programming Services (7371)

akta.pro primary industry

Decision Optimization & Prescriptive Analytics (OR, simulation, what‑if) (HDAAAHAI)

akta.pro secondary industry

Model Training & Hyperparameter Optimization (HDAAABAE)

Keywords

• Simulation optimization software
• Metaheuristic optimization engine
• Black-box optimization
• AI hyperparameter tuning
• Portfolio optimization software

Headquarters

HQ city

Boulder

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, Marketing or Sales, Operations, Infrastructure

Revenue model

1. Software Licensing: OptQuest is offered as both perpetual and subscription licensing models. Perpetual licenses require upfront payment and optionally include maintenance and support. Subscription models include maintenance and support.
2. Embedded Software Licensing: Software can be embedded in total cost of application or sold separately as an Add-on. Revenue share options available as percentage of sales price of total application or OptQuest Add-on component.
3. Enterprise Software: Enterprise-grade optimization capabilities provided to government and commercial sectors with professional product support and maintenance included in subscription models.
4. Consulting Services: Consulting help is available for creating executables to integrate with SimWrapper and custom model optimization needs.

Pricing tiers

Go-to-market motion1 record

Distribution channels4 records

Marketing channels3 records

Core offering

OptTek Systems develops and sells enterprise-grade simulation optimization software, with its flagship OptQuest engine using proprietary metaheuristic algorithms (tabu search, scatter search, neural networks) to solve complex black-box optimization problems without special tuning. The company serves both U.S. government/military customers (through OptDef) and commercial enterprises with complementary products including SimWrapper (cross-platform Java UI for model optimization), OptFolio (project portfolio optimization), and custom scientific software development services.

Product overview

OptTek Systems offers a portfolio of AI-based optimization and analytics products centered on its proprietary OptQuest simulation optimization engine. The core product, OptQuest, is a world-leading black-box metaheuristic optimization library combining Tabu search, scatter search, evolutionary algorithms, integer programming, and neural networks. SimWrapper is a cross-platform Java UI wrapper that integrates with OptQuest to enable optimization, experimental design, sampling, and analytics on models built in Python, Java, R, Matlab, Julia, Excel, and other languages. OptFolio extends the platform for project portfolio planning with financial return and risk optimization. OptDef serves the U.S. government and military sector. The company also offers custom scientific software development and consulting services.

Differentiator

Problem solved

Functional benefit

Brands

• OptQuest: World's leading simulation optimization engine for complex system optimization
• OptDef
• SimWrapper
• OptFolio

Products and services

• OptQuest OptQuest is OptTek's core commercial software library — a world-leading simulation optimization engine using a composite metaheuristic algorithm combining tabu search, scatter search, integer programming, and neural networks for black-box optimization of complex systems, simulation models, and AI/ML models. Available as Java, .NET, Python (PyPI), COM, self-hosted web service, and AWS-hosted web service. Distributed via perpetual and subscription licensing, embedded/OEM, and a partner program.
• SimWrapper SimWrapper is a cross-platform Java application providing an intuitive user interface for wrapping and optimizing existing models built in Python, Java, R, Matlab, Julia, Excel, or other languages. It integrates with OptQuest to perform optimization, design of experiments, sampling, batch runs, and response surface characterization, and provides analytics, data mining, graphing tools, and export to Tableau, Qlik, and Excel.
• OptFolio OptFolio is a portfolio optimization software system that simultaneously addresses financial return goals, catastrophic loss avoidance, and performance probability using simulation optimization integrated with metaheuristic optimization and linear programming. Used for project portfolio planning across petroleum and energy, pharmaceutical, and IT sectors.
• OptDef OptDef is a defense-specific optimization solution within OptTek's Government Solutions business unit, serving the specialized needs of U.S. governmental agencies and the military with world-class optimization and analysis capabilities.
• Custom Scientific Software Custom software development services offered by OptTek to build tailored scientific optimization and simulation solutions for customers with specialized modeling and analysis needs. Includes consulting help for creating executables to integrate with SimWrapper and custom model optimization.

Quantifiable outcome

• Regular updates with new capabilities and enhancements along with professional product support and maintenance

Named customers7 records

Segments2 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration10 records

AI capability9 records

Feature8 records

Partnerships

One partnership is on record.

• OptQuest PartnerscoreChannel Partner/ Reseller/ DistributorPartner program for OptQuest offering multiple business models including fixed price embedded licensing, separate add-on sales, and percentage of sales revenue share. Partners receive access to multiple OptQuest versions including Java, .NET, Python, COM, and cloud-hosted options. No up-front capital investment required with pay-as-you-earn model.

Scale indicators2 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Optuna: Open-source hyperparameter optimization framework from Preferred Networks, widely adopted by the Python/ML community. Direct overlap with OptQuest's HPO use case — OptTek now ships an OptQuestSampler that plugs into Optuna, positioning them as complementary rather than substitutable, but they compete for the same HPO workload in ML pipelines.
• Simio Simulation Software: Discrete-event and agent-based simulation software with built-in optimization capabilities for manufacturing, healthcare, and logistics. Overlaps with OptTek's commercial SimWrapper/OptQuest stack in industries like healthcare (ED, hospital workflow) where both sell simulation-driven optimization.

Broad incumbents

• Gurobi Optimization: Established mathematical optimization solver vendor serving enterprise and government customers with a broad portfolio of MIP, LP, and constraint programming tools. Comparable to OptTek in targeting complex enterprise optimization problems and government buyers, but with deeper commercial scale and a much larger go-to-market footprint.
• FICO Xpress Optimization: Enterprise mathematical optimization suite from FICO used widely in banking, insurance, and supply chain. Targets the same complex-decision optimization customers as OptTek (including insurance claims staffing and portfolio selection), but as part of FICO's broader analytics portfolio with much larger installed base.
• IBM CPLEX Optimization: Long-standing enterprise mathematical optimization solver (MIP, CP, scheduling) from IBM, with deep installed base across government, defense, logistics, and manufacturing. Comparable in targeting mission-critical enterprise and government optimization, though IBM's broader portfolio dwarfs OptTek's focused offering.

Emerging players

• Google OR-Tools: Google's open-source operations research suite covering combinatorial optimization, routing, and constraint programming. Competes on the same optimization-for-complex-systems problem class OptTek addresses (with a different methodological emphasis), and is offered free under an Apache license.
• Ray Tune (Anyscale): Distributed hyperparameter optimization framework from Anyscale built on Ray. Overlaps with OptQuest's ML hyperparameter optimization use case and is widely used by ML teams running large-scale model training on cloud infrastructure.
• LocalSolver: Commercial hybrid optimization solver combining mathematical programming, constraint programming, and local search heuristics. Closely overlaps with OptTek's metaheuristic problem-solving positioning and sells to enterprise operations and academic researchers solving combinatorial problems.
• Hyperopt: Open-source Python library for serial and parallel optimization over awkward search spaces, including hyperparameter search. Direct overlap with OptQuest's ML/bayesian optimization capabilities and frequently cited as a free alternative alongside Optuna.
• DecisionBrain: Optimization software and consulting firm focused on planning and scheduling for manufacturing, supply chain, and workforce — areas where OptTek's OptFolio portfolio planning and OptQuest also sell into enterprise customers.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

• Xx.com/opttek
• LinkedInlinkedin.com/company/opttek-systems-inc
• Facebookfacebook.com/OptTek-Systems-143169559064175

Revenue estimate

Valuation estimate

Number of profiles

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 OptTek Systems