Products we have built and operate.

The multi-agent framework the rest of the portfolio runs on. Teams of AI agents handle the ongoing work of each business, with human approval required for any action that affects a live system.

Users

Small operating teams and autonomous agents

Friction

Agent work becomes difficult to coordinate, inspect, and control as responsibilities multiply.

Demonstrates

Agent orchestration, memory, reporting, tools, and human approval architecture

A self-serve search and advertising platform. Eight AI agents help with SEO, campaign work, and analysis while the owner approves consequential actions. Priced for small businesses.

Users

Small businesses learning from search and paid demand

Friction

SEO and advertising create activity, but owners need to know which audiences and messages produce useful action.

Demonstrates

Self-serve software, agent teams, SEO, Google and Meta advertising, and campaign analysis

Home medical equipment rentals and delivery, including hospital beds, wheelchairs, and walkers. An online storefront helps families find what they need and arrange service.

Users

Families and home medical equipment providers

Friction

Families need a clear way to find equipment and arrange delivery when time matters.

Demonstrates

Commerce, digital merchandising, customer acquisition, and operational fulfillment

Database migration and cloud-cost reduction: data-diff validation, warehouse right-sizing, MCP integration, and legacy-to-cloud migrations. Services are sold individually.

Users

Operating companies and their data systems

Friction

Legacy databases, uncertain migrations, and cloud costs make dependable modernization difficult.

Demonstrates

Data migration, validation, infrastructure integration, and cost analysis

Business valuation and sale matching for small companies. Owners value their business in minutes and are matched with qualified buyers. Diligence work is built into the platform.

Users

Small-business owners and qualified buyers

Friction

Valuation, matching, and diligence are disconnected and hard to navigate.

Demonstrates

Quantitative valuation, marketplace matching, software workflows, and diligence systems

Local advertising and lead operations for the home-services trades. Campaign monitoring, qualification, CRM follow-up, and protected territories help clients receive exclusive, qualified leads.

Users

Homeowners and specialized service operators

Friction

Demand is difficult to qualify and operators compete for the same low-intent leads.

Demonstrates

Local advertising, campaign monitoring, lead qualification, CRM operations, and protected territories

A portable career score built from a published quantitative formula and an expert-scored video interview. It verifies the claims on a résumé. Patent pending.

Users

Candidates and the organizations evaluating them

Friction

Résumé claims are difficult to verify and career signals are inconsistent across contexts.

Demonstrates

Quantitative scoring, expert review, evidence capture, and trust infrastructure

Grant Success OS: software for grant-seeking organizations. Funding discovery, pipeline management, and proposal drafting grounded in the organization's own approved documents.

Users

Grant-seeking organizations and funding opportunities

Friction

Discovery and proposal work are fragmented, manual, and vulnerable to unsupported claims.

Demonstrates

RAG, domain workflows, document grounding, pipelines, and human review

A learning platform for practical AI education across Africa, built to work on low-cost phones and limited bandwidth.

Users

African learners and practical AI knowledge

Friction

Useful technical education is often inaccessible on low-cost devices and limited bandwidth.

Demonstrates

Learning software, content systems, AI assistance, and constrained-device delivery

A commission-based sales marketplace. Vendors list products, certified sellers register leads and close deals, and buyers purchase. Territories are protected and commissions are automated.

Users

Vendors, independent sellers, and buyers

Friction

Distributed selling requires trusted registration, attribution, territory, and commission workflows.

Demonstrates

Marketplace design, lead registration, payments, commissions, and sales operations

A reinforcement-learning trading system that has traded its own capital in live markets for months. A closed research project with human approval on trades.

Users

Quantitative research and live markets

Friction

A trading thesis cannot be trusted without sound data, testing, controls, and guarded execution.

Demonstrates

Market data, simulation, reinforcement learning, monitoring, and human approval