Where AI infrastructure meets revenue generation. We create production-ready AI prototypes across industries, turning cutting-edge technology into profitable business solutions.
Explore AI Prototypes"The Phase 3 basket includes companies that could benefit from generative AI advances and incorporate them into their offerings, potentially generating incremental revenues."
Every prototype is designed with clear monetization paths and proven business models, ensuring ROI from day one.
Deep domain knowledge across healthcare, finance, education, and emerging sectors for tailored AI solutions.
From concept to production in weeks, not months. Our proven frameworks accelerate time-to-market.
* Revenue figures are projections and estimates based on comparable industry benchmarks. Actual results will vary.
Public-source clinical trial and drug-safety intelligence for investors, analysts, pharma BD teams, and research desks. Tracks trial status changes, primary-completion shifts, FDA safety updates, recalls, literature movement, and sponsor disclosures across ClinicalTrials.gov, openFDA, FAERS, DailyMed, PubMed, SEC EDGAR, USPTO, NIH RePORTER, and CMS Open Payments. Converts public records into source-linked signal cards and an Evidence Room where every signal traces back to a primary record with previous value, new value, and AI-assisted interpretation.
Revenue: $400K–$5M/year
Supply chain risk intelligence platform tracking 22+ critical materials — steel, aluminum, copper, rare earths, semiconductors, and more. Signal-based alerts on price movements, tariff exposure, sanctions, and sourcing disruption for procurement teams and compliance officers.
Revenue: $300K–$3.5M/year
US tariff exposure monitor tracking 20 domains — Section 232, Section 301, AD/CVD, and USMCA. AI-enriched signal assessments with specific rates, proclamation numbers, operator action checklists, and watch-next alerts. Updated daily from Federal Register, CBP, USTR, and Commerce.
Revenue: $300K–$4M/year
Daily freight-risk intelligence for importers, brokers, logistics teams, and operators. Tracks ports, shipping lanes, diesel, rail, trucking, labor, weather, canals, customs, and geopolitical route risk, then converts public-source updates into source-linked operator cards showing what changed, who is affected, what to check, and what to watch next.
Revenue: $250K–$3M/year
Political campaign intelligence platform that turns public election, campaign finance, candidate, district, and opposition-research data into plain-English race briefs. Built for consultants, local campaigns, advocacy groups, journalists, and donors who need faster visibility into candidates, money, messaging, vulnerabilities, and district dynamics.
Revenue: $250K–$4M/year
Adaptive AI storytelling platform for families and classrooms with children ages 3–12. Voice-first cooperative play pairs a parent or teacher with a child, guided by an AI game master narrating branching stories with diverse character variants and full-bleed scene illustrations. Built for educators: supports early literacy, oral language development, and reading comprehension — with curriculum-adjacent narratives and diverse character representation. Subscription model with per-story unlocks and school site licensing.
Revenue: $200K–$2M/year
Public-source sanctions and export-control intelligence for small businesses, importers, exporters, consultants, and compliance teams. Tracks OFAC, BIS, denied-party lists, enforcement actions, country-risk changes, and restricted-entity updates, then converts them into source-linked risk cards and operator action briefs.
Revenue: $300K–$3M/year
Source-linked regulatory monitoring platform for small and mid-sized businesses that cannot afford enterprise GRC systems. Tracks agency notices, enforcement actions, rule changes, deadlines, and industry-specific compliance risks, then turns them into plain-English action cards, audit checklists, and weekly compliance briefs.
Revenue: $500K–$5M/year
AI-guided communication coach for couples, families, and co-parents. Provides structured conversation prompts, conflict de-escalation scripts, relationship check-ins, repair attempts, and guided reflection tools. Designed as a coaching and journaling product, not therapy or clinical counseling.
Revenue: $200K–$2M/year
AI operations platform for trade schools, apprenticeship programs, and workforce-training organizations. Matches students to local employer demand, tracks certifications and job-readiness milestones, generates placement reports, and helps schools prove outcomes to employers, funders, and regulators.
Revenue: $150K–$1.5M/year
Local-market intelligence assistant for small real estate teams, investors, and property managers. Combines public property data, zoning updates, rent trends, permit activity, neighborhood signals, and listing analysis into deal briefs, valuation notes, renovation-risk summaries, and investor-ready property memos.
Revenue: $150K–$1M/year
AI revenue assistant for small online sellers. Tracks product listings, competitor pricing, stockouts, seasonal demand, reviews, ad copy, and margin pressure, then recommends pricing moves, bundle ideas, product-page improvements, and inventory actions.
Revenue: $250K–$2M/year
Consumer safety intelligence platform tracking recalls and safety notices across food, consumer products, automotive, medical devices, and industrial equipment. Aggregates FDA, CPSC, NHTSA, and USDA alerts into a single daily signal feed — a targeted compliance and liability tool for retailers, distributors, insurers, and product safety teams.
Revenue: $200K–$2.5M/year
Teacher-side AI assistant for lesson planning, reading-level adaptation, quiz generation, parent updates, rubric drafting, and student-support planning. Built for small schools, homeschool groups, tutoring centers, and enrichment programs that need practical classroom support without enterprise edtech overhead.
Revenue: $100K–$800K/year
OSINT and narrative-risk monitor tracking emerging protest movements, influence campaigns, geopolitical narratives, civil-unrest signals, and online information shifts. Built for analysts, journalists, investors, NGOs, corporate security teams, and public-affairs professionals who need early warning when narratives, movements, or regional instability begin to accelerate.
Revenue: $300K–$4M/year