Technology Integration & Transition Engineering
Turn Advanced Research Into Mission-Ready Capability
AIS integrates emerging technologies, builds realistic evaluation environments, validates system performance and interoperability, and helps successful research transition into operational use.
Across programs for DARPA, AFRL, DHS, DOE/NREL, and other government organizations, AIS brings technologies, research performers, mission requirements, and operational stakeholders together around coherent, testable systems.
Average cost of a ransomware breach in 2025
Average recovery time after ransomware impact
Average cost of a ransomware breach in 2025
Average recovery time after ransomware impact
The Challenge
Advanced technologies are often developed by different performers, tested under different assumptions, and demonstrated in isolated environments.
Before those technologies can transition, they must:
AIS closes the gap between research and operational adoption.
What it Does
AIS provides the technical integration, realistic environments, rigorous evaluation, and transition support needed to move complex research programs forward.
We bring together performer-developed technologies, software, models, data, platforms, and supporting infrastructure within coherent system architectures and evaluation environments.
AIS serves as the connective layer among research teams, government stakeholders, operational requirements, and the technical resources needed to integrate, exercise, and evaluate emerging capabilities.
We develop testbeds, challenges, scenarios, and system configurations that recreate the platforms, threats, constraints, and workflows that technologies encounter outside the laboratory.
In addition to enterprise networks and traditional infrastructure, our experience includes embedded vehicle systems, industrial control systems, Android platforms, IoT and IoMT ecosystems, RF systems, and cyber-physical environments.
We develop repeatable tests, evaluation metrics, and verification processes to determine whether integrated technologies perform reliably, securely, and consistently.
Our evaluations reflect the current state of the art, identify technical limitations, and measure progress through functional testing, security validation, scenario execution, and end-to-end system assessment.
AIS works across research teams, program stakeholders, transition partners, and operational users to move successful technologies toward field use.
We help identify transition requirements, address integration barriers, mature evaluation environments, and demonstrate technology in mission-relevant contexts.
Selected Program Experience
AIS has supported advanced research programs spanning cyber operations, embedded systems, industrial control systems, IoT and IoMT, RF, autonomy, and exploitation research.
AIS integrates performer-developed micropatching technologies into a scalable evaluation environment.
Our team develops test harnesses, escalating challenges, vulnerable binaries, and mission-realistic embedded environments to support repeatable evaluation of rapid binary patching without access to source code.
Technologies integrated through the program include angr, Patcherex, SyPy, VIBES, OFRAK, and other performer-developed capabilities.
AIS is extending micropatching technologies and evaluation methods into industrial control systems and energy-sector environments.
The effort advances proactive vulnerability management by applying binary analysis and patching capabilities to the operational and security constraints of critical infrastructure.
AIS supports advanced exploitation research by designing technical challenges that drive program growth and measure progress against the current state of the art.
Our team develops the systems, scenarios, tools, targets, and evaluation environments researchers need to build and demonstrate their technologies effectively. We then assess the performance of the resulting solutions through repeatable testing, measurable criteria, and rigorous technical evaluation.
This work connects challenge design, exploitation research, system modeling, technology integration, and performance evaluation within a unified program framework.
AIS integrates IoT, IoMT, RF, cyber, sensing, and autonomous decision technologies into realistic cyber-physical environments.
The ORION Living Lab enables researchers and mission stakeholders to evaluate how individual technologies interact as part of larger operational systems.
Selected Program Experience
AIS does more than connect existing products. We help government research programs determine how emerging technologies work together, how they perform under realistic conditions, and what it will take to transition them successfully.
Our integration approach brings together:
Connect technologies developed by different research teams into a coherent system and evaluation architecture.
Test technologies against representative platforms, threats, environments, and operational constraints.
Create repeatable challenges, test processes, metrics, and evidence that stakeholders can trust.
Combine experience across offensive and defensive cyber operations, embedded systems, industrial control systems, IoT and IoMT, RF, autonomy, and software engineering.
Design integration and evaluation efforts around operational adoption, not merely successful
Transition Partners
AIS has supported technology evaluation and transition efforts involving organizations such as:
Our work helps put advanced capabilities into the hands of warfighters, analysts, industrial control system operators, and critical infrastructure defenders.
Whether you need an independent technology integrator, a realistic evaluation environment, rigorous challenge development, or support transitioning research into operational use, AIS can help build the path forward.
Tell us about your program, technology, or integration challenge.
Subscribe to our newsletter


