Cases · real systems, not demos
Real work, in operation
Nine systems built and running — in production or in pilot, each stage declared — and each one documented: the problem, the engineering decisions, the stack, and what changed for the business.
Semantic search for industrial catalogs: 200,000+ SKUs found by meaning
Retail · IndustrialIn productionSearch that understands context, not just words
Catalogs with 200,000+ SKUs where exact-word search fails to find what the user actually needs.
The right product is the first result in 65% of searches and in the top three in 90% — even when the user writes another term or another language.
Document validation with generative AI for claims and legal teams
Insurtech · Legal (USA)In productionAutomated analysis of complex documents, with verifiable citations
Claims and legal professionals spend hours reviewing long documents to extract critical information and assess risk.
AI does the first read with verifiable citations: 98% agreement with human analysts, measured over two weeks of side-by-side evaluation.
Lead generation for insurers with AI and real-time weather data
Insurtech (USA)In productionBusiness opportunities detected from real weather events
Identifying properties with potential weather damage by hand arrives late: by the time the sales team reacts, the opportunity has passed.
Leads generated in real time by crossing weather events with geospatial property data. Today it covers three US states.
Geolocated marketing: advertising that only reaches people near your business
Retail · CommerceIn pilotMarketing that reaches only those nearby
Businesses waste budget on mass advertising that reaches people outside their real service area.
Proximity campaigns with measurable ROI: you only pay for real, location-based reach.
Volumetric dimensioning with computer vision for courier and logistics
Logistics · CourierIn pilotInstant quotes comparing multiple carriers
Calculating volumetric weight by hand is slow and error-prone — and every carrier uses a different dimensional factor.
Dimensions by computer vision and instant quotes comparing national and international carriers.
Geolocated alerts for critical operations: warnings that arrive with the phone locked
Industrial · Mining · Oil & GasIn pilotKnowing when to seek shelter
Personnel in critical operations cannot tell whether a risk event — lightning storm, incident — actually affects them.
Zone-based alerts that ring with the app closed and the phone locked. Designed for privacy.
Real-time sales copilot: AI that assists the salesperson during the video call
B2B Sales · Ambient agentIn pilotAI that assists the salesperson during the video call, live
Technical salespeople need specs, prices and account history while they talk — and searching mid-call breaks the conversation.
A copilot that listens to the call and whispers the right fact or question on screen, visible only to the salesperson.
AI-powered ATS: read every CV and rank candidates with judgment, not keywords
HR · RecruitingIn pilotRead every CV and rank with judgment, not keywords
Hundreds of CVs per opening: keyword filters discard good candidates who described the same experience in different words.
Every CV read and structured by AI, and an explained ranking: why each candidate stands where they stand.
Intelligent quoting engine: from a pasted free-text list to a formal quotation in seconds
B2B Procurement · DistributionIn productionFrom a pasted free-text list to a formal quotation
Quoting a purchase list takes hours: interpreting what the customer wrote, finding each item, comparing prices and building the document.
The customer pastes their list in natural language and receives a formal quotation with market prices in seconds.
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