The Proven AI Architecture for Mission-Critical Environments.
Delivering cutting-edge AI solutions for complex challenges in defense, energy, and healthcare with a validated, deployable architecture.
Explore Our SolutionsFrom Data Overload to Decisive Action.
The volume of data in mission-critical domains—from defense intelligence to healthcare diagnostics—overwhelms legacy systems. Without a modern, adaptable architecture, organizations risk missing key insights and delaying critical decisions.
The AVERA Advantage.
Our core innovation is a specialized, adaptable machine learning technology designed to deploy high-performance AI models across diverse and resource-constrained environments. We tackle this challenge by developing specialized AI models built upon foundational open models, including IBM's Granite and Meta's Llama.
The key differentiator is our proprietary Advanced Virtualized Enterprise Reconfigurable Architecture (AVERA+), a Containerized Microservices Architecture (CMSA) that allows for seamless, secure, and performant deployment of our AI models from tactical edge devices to cloud environments.
Validated by "First in DoD" Achievements.
The AVERA open architecture's capabilities have been validated through "First in DoD" achievements at the U-2 Federal Laboratory. This success underscores our ability to provide a solution that is both technologically advanced and practically proven.
In-flight Kubernetes Utilization
Proving the ability to manage containerized services in a dynamic airborne environment, a true first in the defense sector.
In-flight Software Updates
Enabling real-time updates for Automatic Target Recognition (ATR) algorithms to ensure the latest capabilities are always available.
In-flight Pilot-AI Teaming
Demonstrating a seamless, collaborative partnership between human operators and AI on the edge for enhanced mission success.
The AVERA Architecture: Advanced, Adaptable, and Secure.
At Avera Enterprises, our core innovation is the Advanced Virtualized Enterprise Reconfigurable Architecture (AVERA). This is a specialized machine learning technology designed to deploy high-performance AI models across diverse and resource-constrained environments.
How It Works: A Proven Workflow.
The Orchestrator (Manager)
Continuously monitors for new data files to initiate the processing workflow, acting as the central command.
The Ingestion Engine (Data Reader)
Parses specialized files like NITF, extracting and saving necessary data for analysis.
The Analysis Core (ATR)
Runs pre-trained models to detect and classify targets, generating annotated images with bounding boxes and confidence scores.
The Integration Layer (UCI Adapter & OMS CAL)
Ensures rapid, cost-effective integration into existing government systems by generating and queuing standard messages.
The AI-Powered Copilot (ARTUU)
Acts as a copilot with a conversational and command-based interface for human operators.
Comprehensive Adaptation Techniques.
Our approach is distinguished by our comprehensive methods for adapting AI models built upon foundational open models, including IBM's Granite and Meta's Llama.
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Fine-Tuning
We use Low-rank adaptation (LoRA) and Quantized Low-Rank Adaptation (QLoRA) to efficiently fine-tune base models on small, domain-specific datasets for superior accuracy.
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Prompt Engineering
We refine specific input queries to guide the model's output without altering its core architecture, which is critical for real-time applications.
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Retrieval-Augmented Generation (RAG)
We integrate external knowledge bases to ground the model in accurate, mission-specific information, reducing the risk of generating inaccurate content.
A Partnership of Proven Leaders.
Avera Enterprises Inc. is founded by a team of experts with a proven track record in developing and deploying advanced technologies.
John Avera, CEO, Co-founder
John Avera is a results-driven Senior Technology Executive with over 20 years of experience orchestrating global engineering operations. He has a proven track record of accelerating growth through innovative enterprise solutions in both commercial and defense sectors. John designed the AVERA+ open architecture for advanced airborne systems and has extensive expertise in edge computing, cloud platform engineering, and AI-driven solutions. His capabilities are further strengthened by a distinguished military career as a Colonel in the U.S. Army National Guard, where he has over 20 years of Army and Joint Operations experience. For his meritorious service in combat operations, he is a recipient of three Bronze Stars.
Hannash Avera, COO, Co-Founder
Hannash Avera is the Chief Operating Officer of Avera Enterprises, bringing over two decades of experience in operational leadership to the company. She is an expert at translating ambitious goals into actionable plans, with a strong background in technology-driven growth across industries such as Financial Investment, Healthcare, and Logistics. Hannash's experience includes a pivotal role on the nationwide Positive Train Control (PTC) initiative, demonstrating her skill in managing complex, high-stakes projects and navigating a demanding regulatory environment. At Avera Enterprises, she is focused on building and scaling the company's operational capabilities, ensuring a strong, efficient foundation for future growth.
Alexandra Avera, Chief Scientist
Alexandra Avera is a highly accomplished chemical engineer and researcher with a deep passion for addressing implicit medical bias through innovative technology. Her work is specialized in engineering glioblastoma organoids, a significant step toward developing personalized medicine and solving the deep-rooted mystery of glioblastoma. She has extensive industrial experience from her co-op at Southern Nuclear, where she worked on projects to improve plant efficiency. Additionally, she has years of experience as a mentor, founding programs like the Professional Integration Program (PIP) for individuals with disabilities and mentoring students of diverse backgrounds in STEM.
Partner with Avera Enterprises.
If you are a government agency, a defense contractor, or a commercial partner in the energy or healthcare sectors, we invite you to connect with us to discuss how our proven AI architecture can meet your mission-critical needs.
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