Daniel H. Wagner Associates

What Daniel H. Wagner Associates does

Daniel H. Wagner Associates, Inc. is a Pennsylvania-incorporated, employee-owned operations research firm founded in 1963, with offices in Exton (PA), Hampton (VA) and Vienna (VA) and a technical staff of approximately 29 plus administrative personnel. The firm designs and implements custom mathematical-algorithm software for complex defense and government problems, primarily for the U.S. Department of Defense. Its core offerings fall into four categories: (1) Data Fusion (DFEN, NCDF, DADFS, GTIS) that combines radar, acoustic, SIGINT, IMINT and other sensor streams using Bayesian and non-Gaussian tracking; (2) Mission Planning (AMP for MH-60R, ORP, MVMP, SUWTDA, METPLAN, ASIA) that uses genetic algorithms, agent-based systems, and environmental models to plan anti-submarine warfare, surface warfare, mine countermeasures and unmanned-vehicle sorties; (3) Data Science & Distributed Computing for Big Data and D/DIL communications environments; and (4) Mathematical Finance (RSP, WAstyler, MVO Library, M-V Optimizer) targeting individual investors and financial advisors. Foundational algorithms originated by the firm — including CASP (1972, first particle-filter implementation), MTST/IOU Kalman Filter (1980), and MATCH (1984) — remain embedded in U.S. Navy programs of record such as GCCS, TWCS, USW-DSS, MTC2/OTM and SSQ-89A(V)15.

Name

Daniel H. Wagner Associates

Legal name

Daniel H. Wagner Associates, Inc.

Website

https://wagner.com

Company type

Private

Founded year

1963

Operating status

Operating

Headcount range

11–50 employees

Ownership category

akta.pro rank

Product category

Operations Research & Defense Software

NAICS

Search, Detection, Navigation, Guidance, Aeronautical, and Nautical System and Instrument Manufacturing (334511), Engineering Services (541330), Software Publishers (5132)

SIC

Services-Engineering, Accounting, Research, Management (8700), Search, Detection, Navagation, Guidance, Aeronautical Sys (3812)

akta.pro primary industry

Defense R&D, Test, Evaluation & Innovation (BPAIAHAC)

Keywords

• Operations research software
• Defense data fusion
• Anti-submarine warfare planning
• Sensor tracking algorithms
• Mathematical finance tools

Headquarters

HQ city

Exton

HQ country

United States

HQ region

North America

Offices4 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Custom Scientific Software Development: Designs, develops, implements, markets, and provides training for custom scientific software for defense and non-defense customers.
2. SBIR Contracts: Small Business Innovation Research contracts with Navy, Army, Air Force, and other DoD agencies for Phase I, II, and III SBIR projects.
3. Off-the-shelf Software Products: Ready-to-use off the shelf software including RSP (Retirement Spending Planner), WAstyler (Style Analysis), and MVO Library for portfolio optimization and retirement planning.
4. Software Licensing and Customization: MVO Library and other products offered as customized products with pricing based on features selected. Single-user licenses and web-user licenses available.

Pricing tiers

Go-to-market motion1 record

Distribution channels2 records

Marketing channels3 records

Core offering

Daniel H. Wagner Associates designs, develops, and licenses custom and off-the-shelf scientific software built on operations research and advanced mathematical algorithms. Its core products address multi-sensor data fusion, target tracking, anti-submarine and surface warfare mission planning, distributed computing, and portfolio optimization/retirement planning for U.S. Department of Defense agencies, defense prime contractors, and financial advisors/individual investors.

Product overview

Daniel H. Wagner Associates offers specialized software products across four domains: Data Fusion, Mission Planning, Data Science/Distributed Computing, and Mathematical Finance. Data Fusion products include the Data Fusion Engine (DFEN), Net-Centric Data Fusion (NCDF), and Decentralized/Autonomous Data Fusion Service (DADFS) which combine multiple sensor inputs (radar, acoustic, SIGINT, IMINT) using Bayesian networks and non-Gaussian tracking. Mission Planning products include the Acoustic Mission Planner (AMP) for MH-60R, Operational Route Planner (ORP) using genetic algorithms, and Multi-Vehicle Mission Planner (MVMP) for coordinating UUVs/USVs/UAVs. Mathematical Finance products include the Retirement Spending Planner (RSP) using Monte Carlo simulation, WAstyler for portfolio style analysis, and MVO Library/M-V Optimizer for mean-variance portfolio optimization. These products operate both as standalone systems and as integrated components within larger naval command and control systems (USW-DSS, GCCS-M, LCS).

Differentiator

Problem solved

Functional benefit

Products and services

• Data Fusion Engine (DFEN) Distributed Data Fusion engine that generates a Common Operational Picture (COP) across multiple autonomous vehicles and platforms, fusing acoustic and non-acoustic sensor data for defense customers.
• Net-Centric Data Fusion (NCDF) Low-cost net-centric data fusion system providing an accurate Common Tactical Picture using networked sensor data, with high probability of torpedo attack detection and low false alarm rate. Integrated into USW-DSS and SSQ-89A(V)15.
• Decentralized and Autonomous Data Fusion Service (DADFS) Decentralized data fusion service for heterogeneous unmanned vehicles that minimizes latency, is disruption tolerant, and operates over Disconnected, Intermittent, and Low Bandwidth (D/DIL) communications networks with a small hardware footprint.
• Ground Target Tracking and Identification System (GTIS) Fuses data from GMTI, SIGINT, IMINT, MASINT, and HUMINT sensors using Bayesian inferential reasoning, multiple hypothesis association, and non-Gaussian tracking techniques to produce a ground target situational awareness picture.
• Object Avoidance for Unmanned Surface Vehicles (OAUSV) Processes available data to dynamically generate a Tactical Picture, optimal route, and object avoidance plan for Unmanned Surface Vehicles, fusing off-board systems data with own-USV data in real time.
• Acoustic Mission Planner (AMP) for MH-60R Acoustic Mission Planner developed for the Navy's MH-60R Multi-Mission Helicopter that optimizes dipping sonar and sonobuoy searches and estimates target location using algorithms originally developed for the MH-60R Decision Support System Testbed.
• Operational Route Planner (ORP) State-of-the-art anti-submarine warfare search-planning tool that produces rigorous, near-optimal search paths for multiple searchers using passive, active, and MAD sensors, using a genetic algorithm for joint search plan optimization.
• Multi-Vehicle Mission Planner (MVMP) Optimally allocates unmanned vehicle assets (UUVs, USVs, UAVs) in LCS mission scenarios for mine warfare, anti-submarine warfare, and surface warfare. Implemented as a JAUS and STANAG 4586-compliant component.
• Surface Warfare Tactical Decision Aid (SUWTDA/ASUWTDA) Tactical decision aid for planning non-acoustic searches against surface ships and submarines. Integrated as a segment of GCCS-M and deployed with multiple battlegroups. Provides optimal day-long mission planning with multiple sorties.
• Tactical Environmental Effects for Precision Guided Missiles (METPLAN) Agent-based system that automatically integrates environmental data and weapon-specific effects into mission planning, displaying a color-coded route based on environmental impacts such as wind effects on missile range.
• Automated Active Sonar Interference Avoidance Algorithms (ASIA) Algorithms and software addressing effects of mutual interference from active sonar systems. ASIAP modules optimally mitigate active interference among ship and air sensors by recommending search routes and aircraft patterns.
• Detailed Autonomous Unmanned Surface Vehicle Modeling and Simulation System (DAMS) Open system architecture M&S components developed with NASA JPL and Spatial Integrated Systems for autonomous unmanned surface vehicles, providing browser-based scenario execution and distributed data fusion in D/DIL environments.
• Information Flow Prioritization Controller (IFPC) Provides advanced filtering and compression techniques based on domain awareness and contextual understanding. Demonstrated ~80% message traffic reduction with ~40% increase in COP consistency during the ONR MS LTE evaluation.
• Decision Support for Dynamic Target Engagement (DS DTE) Agent-based information management architecture providing timely and accurate decision support during dynamic target engagement, using peer-to-peer protocols and standard Web Service interface.
• Network Monitoring and Management System (NMMS) Automated monitoring and control of federated sensors using a peer-to-peer network with automatic detection and reconfiguration of network failures, providing context-sensitive recommendations for device control and bandwidth use.
• SOAPi Services Agent-based services architecture for military communities of interest on network-centric architectures, providing translation and brokering services with standards-based formats for distributed system integration.
• Retirement Spending Planner (RSP) Excel-based retirement planning software using Monte Carlo simulation to evaluate the probability that savings, investment, and spending plans will achieve financial objectives, with customizable eleven-asset class investment descriptions.
• Style Analysis (WAstyler) Microsoft Excel-based portfolio style analysis tool that determines fund exposures to different asset classes using quadratic optimization, comparing historical returns with asset class returns.
• MVO Library Premier Mean-Variance Optimization library available as Win/SunOS/Solaris/Linux DLL with unlimited assets and constraints. Supports factor models, transaction costs, and multiple platform licenses; used in standalone, real-time trading, and web server applications.
• M-V Optimizer Portfolio optimization package using Mean-Variance Optimization (Markowitz) with a Microsoft Excel interface. Handles up to 250 assets, generates the efficient frontier, and supports long/short positions and general linear constraints.

Quantifiable outcome

• Reduced message traffic by 60%-90% with 20%+ improvement in position accuracy using Situation Awareness Predictive Filter (SAPT)
• +2 more outcomes

Named customers8 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration3 records

AI capability13 records

Feature9 records

Partnerships

Eight partnerships are on record, tiered minor and core.

• TruWeather SolutionsminorStrategic or Co-development Partner · 27 April 2023DHWA mentioned in article regarding Urban Weather Testbed project with TruWeather Solutions prototyping urban weather sensing infrastructure.
• NASA Jet Propulsion Laboratory (JPL)coreStrategic or Co-development PartnerTeamed with JPL and Spatial Integrated Systems (SIS) to develop open system architecture (OSA) modeling and simulation components for Detailed Autonomous Unmanned Surface Vehicle (AUSV) Modeling and Simulation System (DAMS).
• Spatial Integrated Systems (SIS)coreStrategic or Co-development PartnerCollaborated with JPL and SIS on DAMS project for autonomous surface vehicle modeling and simulation.
• Penn State University Applied Research LabcoreStrategic or Co-development PartnerTeamed with Penn State University and its Applied Research Lab for Decision Support for Dynamic Target Engagement (DS DTE) project.
• Solers, Inc.coreImplementation/ SI/ Consulting PartnerWorked as subcontractor to Solers, Inc. on DS DTE project providing advanced information management architecture for dynamic target engagement.
• Science Applications International Corporation (SAIC)coreImplementation/ SI/ Consulting PartnerSAIC served as subcontractor on Phase II SBIR effort to develop CES/ISR TDA for Mine Warfare, with eventual transition to MEDAL system.
• Neptune Sciences (Planning Systems, Inc.)minorStrategic or Co-development PartnerCollaboration with Neptune Sciences to modify ORP to incorporate bistatic systems including air-deployed sonobuoys, funded by NAVAIR.
• Lockheed Martin Systems Integration-OwegocoreImplementation/ SI/ Consulting PartnerMulti-million dollar contract to develop Acoustic Mission Planner (AMP) for Navy's MH-60R Multi-Mission Helicopter.

Scale indicators4 records

Recent moves6 records

Expansion highlights5 records

Broad incumbents

• SAIC: Large defense/government IT and engineering services prime providing sensor fusion, command-and-control, and decision-support work for Navy and DoD. Directly comparable in subcontractor partnerships (e.g., MEDAL) and broader competitor to DHWA in pursuit of similar DoD program dollars.
• Leidos: Large Tier-1 defense/government services and IT integrator providing operations analysis, mission engineering, and data analytics across the Navy, DARPA, and DoD. Overlaps with DHWA in algorithm-driven mission planning and fusion but competes at a vastly larger scale and broader portfolio.
• Applied Research Associates (ARA): Mid-size employee-owned defense and scientific consulting firm with deep operations research and sensor-fusion capabilities, serving DoD across many of the same customers as DHWA (Navy, Army, Air Force, DARPA). Closely matches DHWA on OR domain but with significantly broader and more diversified customer base.
• Alion Science and Technology: Larger defense engineering services firm (now part of HII) providing naval and operational analysis including ASW, surface warfare, and modeling & simulation for DoD customers. Comparable to DHWA on naval/operations research focus but at much greater scale and broader service portfolio.

Direct peers

• Metron Inc. Founded in 1984 and headquartered in Reston, VA, Metron is a closely-held defense scientific software and applied mathematics firm specializing in tracking, data fusion, search planning, and naval operations research. It is highly comparable to DHWA in domain (naval ASW, undersea warfare analytics), small size, employee ownership model, and SBIR-heavy revenue mix.
• Systems Planning and Analysis (SPA): Mid-size employee-owned defense analysis and engineering firm delivering operations research, mission planning, and systems analysis for Navy/Air Force. Closely comparable in SBIR/government-contract DNA, mathematical/OR workforce, and undersea and strategic-systems domain coverage.
• Riverside Research Institute: Nonprofit, employee-owned defense contractor specializing in sensor exploitation, image and signals intelligence, and algorithm development for national security customers. Comparable to DHWA in small-shop scientific software focus and DoD-first customer base, particularly Air Force/IC.
• Scientific Systems Company Inc. (SSCI): Burlington, MA-based small business focused on autonomous systems, multi-agent control, and decision-support software for DoD customers. Comparable to DHWA in scale, customer base (primarily Air Force, DARPA, ONR, Army) and product categories spanning autonomous vehicle coordination and mission planning.
• Technomics: Small employee-owned defense analysis firm providing operations research, cost analysis, and decision support for Navy and DoD. Comparable to DHWA in size, ownership structure (ESOP), and the operations-research/math-heavy delivery model.

Emerging players

• Palantir Technologies: Public data analytics platform (Gotham / Foundry) heavily embedded in DoD mission planning, fusion, and command-and-control workflows. Comparable in the data-fusion / multi-sensor integration problem space but competes as a well-capitalized platform vendor versus DHWA's custom algorithm stack.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks7 records

Key highlights6 records

Customer concentration

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles5 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 Daniel H. Wagner Associates