STRATEGY · DEVELOPMENT · IMPLEMENTATION
OG Consulting helps organizations identify and implement useful AI by combining strategy, hands-on development, and responsible adoption.
HOW I WORK
AI creates the most value when it improves real operations and supports responsible decisions. OG Consulting turns promising opportunities into practical implementation and continuous improvement.
01
Identify costly friction, repetitive work, missed revenue, and customer-experience gaps. Prioritize opportunities by value, readiness, risk, and implementation effort.
02
Design and implement assistants, operating-intelligence tools, service workflows, customer communications, and employee decision support around the systems the business already uses.
03
Establish human review, privacy protections, quality controls, staff training, performance measurement, and a responsible path from pilot to everyday use.
BREADTH OF EXPERIENCE
We’ve worked with organizations across government, regulated industries, and technology ventures—from federal programs and GovTech to pool, spa and wellness operations, electric mobility, AdTech, blockchain, and privacy-focused digital products.
Public-sector and GovTech work with federal, state, and local organizations modernizing programs, systems, compliance processes, and public-service operations.
Product and leadership teams across AI, AdTech, electric vehicles, drones, and blockchain, navigating strategy, AI adoption, operations, partnerships, and regulatory complexity.
Customer-focused businesses improving sales, service, recurring revenue, and day-to-day operations—with particular experience in the pool, spa, and wellness industry.
SELECTED AI & MODERNIZATION WORK
Selected work across public-sector systems, AI-driven ventures, and independent products—supported by more than 15 years of delivering complex programs and operational change.
PUBLIC-SECTOR AI + MODERNIZATION
AI-modernization work with Neighborly Software and a commissioned proposal for HUD’s HEROS platform translated complex policy, workflow, data, and human-review requirements into practical modernization strategies.
AI-DRIVEN ADTECH
Co-founded Adreva Network and led strategy, operations, partnerships, governance, and product direction—helping the AI-driven AdTech venture secure a place in a competitive emerging-technology accelerator.
INDEPENDENT AI + DIGITAL PRODUCTS
Jerbs is a privacy-minded AI career guide; OpenEscrow is an open-source security-deposit prototype; and Mandarin Reader is an AI-driven, local-first app for learning Chinese through interactive stories, songs, synchronized audio, and vocabulary practice.
NATIONAL-SCALE DELIVERY
5,000+ grants · approximately $7.8B in fundingAt HUD, Omri engineered and coordinated the implementation of a compliance framework to address significant legal and operational challenges in a congressionally directed spending program from FY2022–FY2024.
Omri turned a complex AI opportunity into a clear, practical modernization strategy. His understanding of government programs, operations, and emerging technology made the proposal especially credible and useful.
Martin Greenlee · Neighborly Software
Omri developed a comprehensive AI transformation proposal for HEROS that addressed the full path from concept to implementation. His work combined technical vision with a deep understanding of federal operations and responsible adoption.
Omri provided exceptional regulatory expertise and strategic planning that were instrumental in successfully navigating compliance challenges and optimizing the development of our AI-based solution.
Omri possesses a unique skill set across multiple disciplines. In today's rapidly evolving landscape, his expertise in regulatory compliance and emerging technology is essential, significantly enhancing program efficiency, compliance and deliverables.
Omri helped our agency stand up an environmental permitting process for a new, multibillion-dollar grant program and used his superior organizational skills to design and implement comprehensive, intuitive training materials. Omri is consistently professional, reliable, and an excellent colleague to work with.
Omri is a problem solver with expertise in interpreting federal laws and regulatory requirements. His organization and attention to detail are unmatched as he's able to keep unruly projects moving, providing insight to decisionmakers on complex program and project design.
Omri's legendary regulatory skills and strategic foresight are game-changing for our emerging tech consortium. His guidance helps our clients navigate complex compliance landscapes and accelerate the growth and credibility of our network.
He consistently demonstrated a high level of expertise, ensuring projects met the legal and regulatory standards. His ability to interpret complex regulations and apply them effectively has been an invaluable asset.
PRINCIPAL CONSULTANT
I help organizations turn AI and emerging technology into useful operating capability. My work combines strategy, hands-on development, and responsible adoption with more than 15 years of experience navigating complex systems, regulations, and organizational change.
My experience spans government, regulated industries, and technology ventures—from 10 years at HUD leading national programs and modernization efforts to co-founding an AI-driven AdTech venture and building independent AI products. That range helps me design solutions that work in the real world, not just in a demonstration.
Built for real-world adoption. Effective AI starts with the right problem, fits the way people actually work, and keeps human judgment where it matters. OG Consulting helps organizations move from promising ideas to durable results.
10 Years at HUDNational policy, program implementation, modernization, compliance & training
Adreva NetworkCo-founded the AI-driven AdTech venture; led strategy, operations, partnerships, governance & product direction
OG ConsultingAI strategy, workflow development, modernization & responsible adoption
Applied AI strategy & workflow design: Identifying valuable applications of AI, translating operational requirements into practical solutions, and designing appropriate human review, governance, and quality controls.
Hands-on AI development: Building and testing assistants, workflow automations, decision-support tools, internal knowledge systems, and practical prototypes using leading AI development platforms.
Responsible implementation & adoption: Designing AI-supported processes around reliable information, appropriate permissions, privacy protection, human judgment, quality controls, and measurable performance.
AI modernization & GovTech: Technical advisor and strategic lead for an AI-enhanced federal environmental-review pilot, with additional work connecting AI strategy to modernization of complex public-sector systems.
AI-enabled ventures: Product, operating, governance, and implementation experience spanning AI-driven AdTech and independently developed AI products.
Blockchain & digital infrastructure: Author of the Housing Supplement to the Government Blockchain Association's Blockchain Maturity Model; founding member of the UN Internet Governance Forum Dynamic Coalition for Blockchain Assurance & Standards; and creator of OpenEscrow, an open-source project for clearer rental security-deposit workflows.
Electric mobility & drones: Applied experience working with EV and drone technologies across operational, regulatory, and implementation contexts.
Federal leadership: Ten years at HUD leading policy, program implementation, environmental review, training, and operational improvement across complex national programs.
Community & economic development: Deep experience with federal housing and community-development laws, grants, and programs, including CDBG, HOME, HOPWA, HTF, ESG, Community Project Funding, PRICE, and VHRMP.
Environmental compliance: Extensive experience with NEPA, CEQ regulations, related environmental authorities, and 24 CFR Parts 50, 51, 55, and 58.
Federal systems & data: HEROS, IDIS, DRGR, GMP, LOCCS, eSNAPS, and MicroStrategy.
2024 HUD Principal Deputy Assistant Secretary Award; eight annual Outstanding HUD performance ratings between FY2016 and FY2024; HUD Environmental Review Compendium; Housing Trust Fund Environmental Monitoring Exhibits; and leadership across national committees, workgroups, and technology associations.
START A CONVERSATION
Whether you’re exploring where AI could create value, improving an existing workflow, modernizing operations, or navigating a complex implementation, OG Consulting can help create a practical path forward.
