AI, computer vision, and data science for aviation, defense, inspection, and critical infrastructure.
Vif AI LLC designs and delivers AI systems, data platforms, and computer vision solutions for screening, surveillance, inspection, remote sensing, and manufacturing analytics—helping federal agencies and prime contractors move from concept to deployed, measurable capability.
Core Capabilities
Applied AI, data science, and computer vision across screening, surveillance, inspection, remote sensing, and manufacturing quality control workflows.
- Computer vision for screening, surveillance, and inspection in operational environments.
- Sensing across EO/IR, X-ray, and LiDAR modalities for detection and monitoring.
- 3D reconstruction, spatial analytics, and emissions / anomaly detection at scale.
- Design of AI and data architectures for mission programs and industrial tech initiatives.
- End-to-end AI lifecycle: data pipelines, feature stores, MLOps, and deployment.
- Cloud-native designs on AWS, Azure, and GCP for analytic and operational workloads.
- Data science and analytics for public-sector and civic tech programs.
- Geospatial and longitudinal analysis for outcomes, equity, and resource allocation.
- Operational dashboards and decision-support tools for non-technical stakeholders.
- AI test and evaluation for models used in screening, triage, and decision-support.
- Robustness, bias, and performance assessments across populations and geographies.
- Model monitoring, governance, and documentation aligned with federal AI guidance.
Differentiators
Deep technical expertise with proven impact across federal, defense, energy tech, and enterprise environments.
- Advised TSA’s Open Architecture program on AI/ML integration and algorithm design.
- Designed computer vision models for DHS, DoD, and commercial partners.
- Experience working within security, compliance, and mission-driven constraints.
- Delivered scalable AI for 3D reconstruction and greenhouse gas emissions detection.
- Architected image processing for the Mathematica computing platform.
- Hands-on leadership from early concept and architecture through prototype and deployment.
Past Performance
Representative projects and customers. References and more detail available upon request.
- U.S. Department of Homeland Security (TSA, FEMA, Management Directorate): AI project discovery, AI architecture guidance, screening models, and satellite imagery analytics.
- Baker Hughes / GE: Emissions detection computer vision systems, infrastructure inspection, and pipeline integrity monitoring.
- Thermo Fisher Scientific: Nano-robot computer vision for chip fabrication quality control.
- Wolfram Research: Architected image processing for the Mathematica computing platform.
Company Information & Contracting Data
Small business based in Dallas, Texas, available for prime and subcontract roles on AI, data science, and computer vision work.
- 541511 – Custom Computer Programming Services
- 541512 – Computer Systems Design Services
- 541513 – Computer Facilities Management Services
- 541519 – Other Computer Related Services
- 541611 – Admin & General Management Consulting
- 541715 – R&D in the Physical, Engineering, and Life Sciences
Contact
For teaming, no-bid opportunities, or upcoming procurements, please reach out with a brief description of the program, timelines, and how AI, data science, or computer vision are in scope.