API & Platform Startups

Jorden says the hardest part of any conversational AI deployment, whether the customer does 100 calls a day or 20,000, is the observation and ongoing deployment maintenance. Businesses also struggle...

Enterprises must either share proprietary data with frontier AI labs and risk losing competitive advantage, or overspend on inferior custom AI wrappers to keep control of their data.

Lagos, Lagos

The problem is clearly identified as the manual management of auto repair workshops, leading to inefficiencies and lost revenue.

VA

Commerce and security in restricted environments (e.g., military bases) are broken: manual/inconsistent credentialing, low courier success rates, no valid addresses, navigation blind spots, high cart...

Writers lack a single platform to find work, apply, and get hired; income instability for writers.

Houston, Texas

Access barriers and incomplete follow-through leave care unfinished; healthcare has an execution gap, with waste of $760B-$935B (about 25% of US healthcare spending).

Chicago, IL

Recruiters are flooded with AI-optimized resumes — every job seeker pastes the job description into an AI tool, generates a perfect resume and uploads it — so recruiters cannot judge who the right...

San Francisco, CA

AI agents act with production credentials, but nothing decides each action and nobody can say who authorized it.

AI made developers fast, making the designer the bottleneck. On mobile teams every design ships twice, once for iOS and once for Android, and handoff between designer and developer is broken.

Seattle, WA

Web3 builders struggle to launch apps, websites, and tokens quickly; developer scarcity and high fraud/scam risk.

Fragmented, inflexible lighting market forcing compromises on price, design, installation, and functionality.

New York, NY

Enterprise buying goes through too many hands and takes too long, and often stalls into no decision because the buying committee cannot agree on a vendor; that wastes money on both sides, especially...

Millions of independent workers and SMBs lack access to affordable, embedded benefits.

High barriers and costs to set up and operate online casinos: marketing, licensing (up to $30k per jurisdiction), and expensive software. Players must beat the house; many games are perceived as...

Drug development faces high failure rates, complex FDA/EMA regulatory requirements, patient recruitment and retention challenges in clinical trials, safety monitoring and compliance burdens, and...

Las Vegas, NV

Manual, untracked referral payments creating wasted spend and lack of ROI for foot-traffic businesses.

Austin, TX

Productions bleed budget and time on crowds and set continuity: casting bottlenecks, wardrobe shortages, weather, reshoots, and manual continuity fixes drive significant delays and cost overruns.

Custom character animation is expensive ($500–$5,000+ per asset) and slow; DIY tools like Rive/After Effects have steep learning curves; current AI tools lock users into hosted video URLs without...

Lewes, DE

Private real estate lenders rely on untrusted photos and manual checks, leading to fraud and slow approvals.

No existing app or facility for independent access to health insurance details in the UAE; hospitals must use multiple insurer portals; laborers lack access in their own language.

Decision fatigue for grocery and meal selection; consumers spend significant time and money deciding what to eat.

Public keys exposed on public blockchains could let a sufficiently capable quantum computer recover private keys; chain migration to post-quantum security takes time.

New York

Fundraising and investor relations workflows for alternative asset managers are manual, fragmented, and inefficient.

Nairobi, Nairobi

Millions of Kenyans lack affordable internet; mobile data is expensive and fixed ISPs skip underserved areas.

Florida

Legacy corporate systems and financial rails do not natively connect to blockchain infrastructure.

Unstructured legal intake creates high preparation overhead and incomplete materials before attorney engagement.

The maternal and infant care system faces surging demand but lacks infrastructure. Providers spend 40%+ of their time on non-billable admin work, use multiple disconnected tools, and miss significant...

Public data is published in many messy formats with no shared schema (ZIPs, GRIB, PDFs, CSVs), making it expensive and slow for teams to build reliable ML training datasets and production endpoints.

London

Financial systems are fragmented, reactive, and lack real-time intelligence, leading to significant financial losses.

Knowledge workers are drowning in data but starving for insight; existing AI tools increase speed but not insight.

Difficulty converting AI prototypes into flight-ready embedded systems due to SWaP-C constraints, V&V, cybersecurity and traceability requirements.

Accra, Ghana

Property managers in Africa face fragmented systems, poor integration, tenant screening challenges, and inefficient maintenance tracking; significant manual workload causes lost tenants and revenue.

The deck identifies significant structural issues in the Japanese Adult Video (JAV) industry, such as economic exploitation and lack of rights for performers, which are specific and urgent problems.

Founders are blind to their own UX; traditional user testing is slow and costly; ~75% of new users churn in 72 hours due to first-run friction not caught by QA.

Singapore

Current AI suffers from context loss and stateless interactions; intellumia aims to solve by building a personal AI twin with persistent graph memory.

Baltimore, MD

Information is captured across many tools and formats (AI chats, PDFs, notes, voice memos) and becomes hard to retrieve; AI conversations vanish when tabs close; tools are fragmented and unconnected.

Land investment is a broken, fragmented system involving many intermediaries (lawyers, appraisers, surveyors, brokers, etc.), costing $10K–$15K and taking 90+ days.

The deck identifies a significant problem in the addiction recovery space, highlighting the gap between treatment and long-term recovery support. It emphasizes the prolonged recovery period and the...

Creators’ identities, reach, and archives are mediated by platform operators; independently verifiable, permanent public records are not guaranteed.

Global freshwater scarcity across agriculture, industry, and cities; reverse osmosis is expensive, energy-intensive, slow to permit, and environmentally challenging.

Demand for compute and storage in orbit: time-sensitive inferencing over large areas of Earth, and mission-critical data storage for defense and BFSI.

Real estate remains highly manual (paper, Excel, PDFs, WhatsApp), leading to frequent mistakes and missed follow-ups. High agent burnout/attrition (50% quit in first year; 88% within 5 years).

Edmonton, Alberta

Eye floaters affect 52% of adults and there is no approved non-surgical treatment; options are invasive vitrectomy or off-label YAG laser vitreolysis with safety and efficacy concerns.

Africa's automotive economy is fragmented: dealers, fleets, finance, insurers, workshops and logistics providers operate in disconnected systems, causing manual handoffs, slow transactions and siloed...

Santa Ana, CA

Lack of trust, identity and transaction rails for autonomous AI agents operating across enterprises.

Lack of low-latency, in-orbit compute and mission-critical storage for time-sensitive geospatial and defense/finance use cases.

Milan

Employees put company data at risk using public AI (shadow AI); data leaves company control with no governance visibility.

Bangalore

Textbooks and corporate training underuse images because custom illustration is slow and expensive, leaving many micro-concepts abstract and reducing comprehension and retention. Learners must...

Samsun

Mobile UX audits are subjective and current tools are limited to web; there is a lack of objective, reproducible, engineering-validated UX checks for native mobile apps.

Lack of information integrity and trust operations on global social platforms, including manipulation by bots and foreign actors.

Enterprises deploying autonomous AI agents face prompt injection, PII leakage, agent loops, uncontrolled coordination, and lack of auditability/governance.

Launching consumer products is slow and fragmented: teams spend weeks to months validating, finding suppliers, vetting packaging and managing manual processes across spreadsheets and chat.

Samsun

DJ workflow spends hours searching tracks across platforms; current recommendation systems are listener-focused, not DJ-focused. Spotify Audio Features API shutdown fragmented metadata across sources.

Post-ITC gap in affordable residential solar adoption due to phasing out of federal tax credits.

The deck identifies two urgent problems: missed calls leading to lost revenue for SMBs and the high cost of private long-context AI inference. Both issues are tied to memory, state, and inference...

Independent distributors lack a digital operating system tailored to their workflows and ordering.

Enterprise AI pilots are costly and slow to integrate with ERP/CRM systems, lack ROI tracking, and are viewed by finance as cost centers. Average cost to integrate a single AI workflow is $2M+ with...

Decision-makers suffer from information poverty and asymmetric access; no platform supports asymmetric, request-response, information-value-oriented interaction, leading to blind spots and high costs...

AI creation is fragmented; creators must stitch together multiple AI tools and pro software.

San Francisco, California

Builders ship products but lack the GTM system to convert those products into sustainable businesses.

Invisible AI overlays enable candidates to get answers during live interviews; existing proctoring and detection approaches miss display-layer overlays.

Houston, Texas

Institutions lack trust at scale for quantum systems, simulators, and hybrid workflows. Outputs are hard to independently verify; physical QPUs need auditability, replay, and benchmark discipline.

Toronto, Ontario

Traditional software development is slow, expensive, and error-prone; legacy methodologies from the 1970s impede shareholder value.

Washington

Scheduling and booking software is often clunky and desktop-focused; not optimized for guides and field-based operators.