Applied Systems Built Alongside Client Work
Some of what we build for clients, we also package as standalone products. Two live examples: a hospitality demand intelligence platform and a medical device intelligence framework available as an embedded engagement.
Peakwise
Hospitality Demand Intelligence
90-day demand intelligence calendar for boutique hotel operators and vacation rental managers — events, weather, and competitive rate signals combined into a daily demand score, Rate Opportunity Gap, and Compression/Need-Date action queue. Know when demand spikes are coming before competitors adjust their rates.
Built On
Naples, FL market · 44+ events tracked · 90-day forward calendar · DemandIndex = event×0.35 + weather×0.20 + seasonal×0.25 + supply×0.20
90-Day Demand Calendar
Daily demand score [0–100] for 90 days forward — events, weather, seasonality, and competitive rate signals combined into a single actionable number.
Rate Opportunity Alerts
Compression and Need-Date alerts with recommended rate actions — so operators know when to push rates before competitors adjust.
Event Signal Engine
44+ Naples events tracked via Gemini grounded search + Claude structured extraction. Events by name, attendance estimate, proximity score, and category.
Competitive Rate Intelligence
Daily competitor rate capture from Expedia, Booking.com, Airbnb, VRBO, and Google Hotels — rate momentum direction, 7-day change, median rate series.
Medical Device Intelligence Framework
Healthcare AI · Medical Device Companies · HTA Bodies
The five-pipeline architecture built for ECRI — horizon scanning, time-to-market prediction, attribute validation, EMBASE novelty mining, and FDA post-market AI surveillance — available as an embedded engineering engagement for medical device companies, health research organizations, and HTA bodies that need the same capabilities.
Not a SaaS product. An embedded engagement where we own the full lifecycle: R&D through production, weekly shipping cadence, evaluation harness, and ongoing measurement.
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Need something built for your environment?
These systems started as client work. If your organization has a similar problem — device intelligence, post-market surveillance, medical evidence AI — we build it as an embedded engineering engagement.