Experimental Prototypes
Validated opportunities spanning creator tools, bilingual tech, data forecasting, proptech, and the 1.4M-strong Chinese Australian community.
Research-backed prototypes · Financial · Property · Lifestyle · March 2026
Track repairs, quotes & cost-of-delay for your rentals
Working repair tracker for landlords. Log properties, document damage with photos, compare quotes, calculate cost-of-delay, and export evidence packs for VRLT/insurance/VCAT.
Repair-management suite for rental investors
Investor-facing control center for maintenance triage, quote review, reserve planning, and PM performance across rental properties.
Maintenance triage and approval routing
Classify tenant issues by urgency, habitability, owner threshold, and SLA before they spiral into reactive approvals.
Tradie quote comparison with delay-cost logic
Compare vendor quotes side by side and catch when the 'cheap' option becomes expensive once downtime and warranty risk are included.
Five-year maintenance reserve planner
Forecast capex and preventive maintenance so one hot water failure doesn't smash portfolio cash flow.
PM and tradie repair performance scoreboard
Benchmark response times, repeat visits, and budget drift across property managers and maintenance networks.
RAW-first culling and profile-driven editing for photographers
Launch your first-user workflow with RAW-only scanning, exact culling targets, and custom Ryan Emma style profiles.
AI-powered photo culling, scoring & social optimization
Drop a folder of RAW photos and let AI score composition, emotion, and storytelling. One-click social carousel assembly. Powered by Gemini Flash.
Photographer workflow optimizer for faster cull-to-delivery
Plan your culling ratio, editing batches, and turnaround targets with an Imagen-inspired AI workflow cockpit.
Cross-platform content publishing for bilingual creators
Post simultaneously to Instagram, Douyin, Xiaohongshu & TikTok. One upload, bilingual captions, all platforms.
Commodity price forecasts for smart procurement
ARIMA + ETS model-driven forecasts for steel, fuel, and interest rates. Alerts, dashboards, and automated reports.
Automated real estate listing compliance scanner
Instantly scan property listings for AUP violations, duplicate entries, and regulatory non-compliance. Built for agencies.
Cheap diaspora flights via hidden hub routes
Find flights 15-40% cheaper than Google Flights by routing through 7 SE Asian hub cities. Built for AU↔Asia travel.
Bilingual photography booking for the Chinese community
Book portrait, event & content photography in English or Chinese. Cultural understanding built in.
Smart remittance comparison for AU→China transfers
Compare fees, exchange rates, and speed across Wise, OFX, Remitly & banks. Save up to $800/year on transfers to China.
Bilingual property buyer's toolkit for Chinese Australians
FIRB guidance, auction system explainer, suburb comparison & conveyancing help — all in English and Chinese.
Melbourne Chinese community events & services hub
Find Chinese-speaking services, community events, and local businesses in Melbourne. End the WeChat group scroll.
AI-powered property offer automation at scale
Send 100+ lowball offers per week. Auto-classify agent replies, find investors, and syndicate deals — all while you sleep.
AI-powered property acquisition co-pilot for Chinese Australians
Suburb scoring, cashflow modelling, automated CMA, and AI agent outreach — replacing the $12,500 buyer's agent fee.
Photographer ↔ model matching without algorithm suppression
A two-sided marketplace where photographers find models and models find photographers. Style-based matching, verified portfolios, direct messaging — no feed algorithm burying your content.
Photographer-first content feed — no shopping algorithm
A social feed built for photographers, not shoppers. Technique sharing, preset marketplace, weekly challenges, and critique circles. Your best work gets amplified, not suppressed.
Shoot collaboration board for photographers and models
Post your shoot concept, find your crew. Structured applications, portfolio verification, reputation system. Replaces the broken XHS 约拍 workflow.
Cross-border Australian property investment calculator
Full cost breakdown for overseas buyers: stamp duty, foreign surcharges, FIRB fees, exchange rates, and net rental yield — in English and Chinese.
Compare rental yields across global property markets
Side-by-side comparison of 20+ cities: gross/net yields, median prices, capital growth, tax burden, and foreign buyer rules.
Foreign buyer tax navigator for Australian property
Interactive decision tree: buyer status → purpose → state → price → full tax profile including FIRB, surcharges, vacancy fees, withholding tax, and CGT.
AI-powered suburb recommender for overseas investors
Preference-weighted suburb matching across 16+ suburbs in 5 cities. Score by yield, growth, safety, schools, transit, culture, and Chinese community presence.
Angel investment network for early-stage startups
An angel investment marketplace connecting early-stage startups with investors. Browse pitches, review financials, and express interest — all in one place.
Pre-trip setup guide for foreigners visiting China
Interactive step-by-step guide to payments, VPN, maps, ATM prep, and more. Avoid the cashless shock. Personalized for your home country.
Mapped existing capabilities: full-stack Next.js + Firebase, ARIMA/ETS forecasting, bilingual Chinese/English, PropTech domain expertise at REA, multi-platform publishing APIs, photography.
Cross-referenced against market data: 1.4M Chinese Australians (ABS 2021), $38.2B AU remittances, 685K Mandarin speakers, RegTech >$20B by 2028, property as #1 investment priority.
Targeted three new verticals — financial (remittance fees), property (FIRB & auction complexity), and lifestyle (fragmented community info) — where bilingual tools don't yet exist.