Selected Experience
Representative systems and outcomes across companies, platforms, markets, and real-world operations. Certain names, commercial details, and implementation specifics have been withheld because the work is private, proprietary, in development, or subject to confidentiality.
Companies and VenturesAI and Software PlatformsField Operations and Infrastructure
Multi-Company Operating System
Situation
A portfolio of operating businesses required shared infrastructure across customer acquisition, communications, workflow management, field operations, payments, analytics, and artificial intelligence.
Gabriel’s Contribution
- Company and platform architecture
- Process modeling and product strategy
- Software architecture and communications design
- AI workflow design and distribution strategy
- Operating-system design
System Created
A federated operating environment capable of supporting several companies while preserving company-specific workflows, permissions, brands, and economics.
Demonstrates
Multi-company architectureWorkflow automationCustom software and AI systemsField operations and portfolio infrastructure
Companies and VenturesAI and Software Platforms
Expert Team Productization
Situation
A multidisciplinary technical organization possessed valuable engineering capability but depended on relationships, meetings, and manual scoping to acquire and deliver work.
Gabriel’s Contribution
- Market positioning and offer design
- Digital customer-access model
- Guided project intake and AI-supported scoping
- Workflow and platform architecture
- Go-to-market strategy
System Created
A structured customer-access platform enabling guided intake, requirement capture, scoping, delivery, and customer collaboration.
Demonstrates
Productizing expertiseEngineering services platformsAI-assisted service deliveryBusiness-model development and customer-experience design
Field Operations and InfrastructureSales and DistributionIndustrial and Physical Systems
Field Sales and Installation Platform
Situation
A distributed sales and installation operation required better recruiting, training, order quality, field communication, proof collection, scheduling, performance management, and payment workflows.
Gabriel’s Contribution
- Operating-model design and sales-process architecture
- Training-system design and mobile workflow design
- Quality-control logic and provider reporting
- Incentive and payment systems
System Created
A complete operating system for distributed field teams connecting recruiting through installation, quality, and payment.
Demonstrates
Field operations and workforce systemsTelecommunications and sales infrastructureMobile software and process automation
Marketplaces and CommerceCapital and Investor Systems
Regulated Multi-Vendor Marketplace
Situation
A fragmented product category required a platform connecting brands, distributors, buyers, inventory, referrals, education, commerce, and compliance-sensitive workflows.
Gabriel’s Contribution
- Marketplace model and brand portfolio architecture
- Wholesale and retail workflow design
- Distribution strategy and vendor systems
- Referral systems and customer-acquisition strategy
- Platform architecture
System Created
A regulated commerce platform connecting multiple brands, distributors, buyers, and compliance workflows.
Demonstrates
Marketplace development and B2B commerceConsumer commerce and distributionMulti-brand systems and regulated-market experience
Capital and Investor SystemsMarketplaces and Commerce
Alternative-Asset and Claims Platform
Situation
A category of financial or legal assets required structured intake, qualification, ownership records, valuation, investor access, transactions, servicing, and reporting.
Gabriel’s Contribution
- Marketplace design and asset model
- Workflow architecture and investor experience
- Data structure and transaction logic
- Commercialization strategy
System Created
A structured platform for alternative-asset intake, valuation, investor access, and transaction management.
Demonstrates
Fintech and alternative assetsClaims and investor systemsMarketplaces and capital formation
Natural Resources and GeospatialIndustrial and Physical Systems
Mineral and Geospatial Intelligence
Situation
Physical assets required the integration of ownership records, maps, geology, terrain, historical information, imagery, field observations, access, infrastructure, and long-term development planning.
Gabriel’s Contribution
- Asset-development strategy
- Geospatial-system architecture and field-workflow design
- Data integration and mapping
- AI-assisted analysis and partnership strategy
System Created
A geospatial intelligence platform integrating maps, terrain, imagery, field data, asset records, and AI analysis for physical-asset development.
Demonstrates
Mining and natural resourcesGeospatial systems and LiDARField operations and physical assets