Landvex RIOS transforms continuous video observations into structured Reality Intelligence. Not just data — a continuously learning system that observes, explains, prioritises and improves.
RIOS is a vendor-agnostic AI operating system that transforms video observations into structured Reality Intelligence. It supports real-time field analysis today while continuously training proprietary models that gradually replace expensive third-party inference.
QUIXZOOM mobile app, body cameras, vehicle-mounted cameras, drones, Meta smart glasses. 4K/8K video, GPS, IMU, compass, device metadata. Nothing discarded. Original media immutable.
Every observation enters an orchestration engine that decides which specialist models execute. Scene classification, object detection, semantic segmentation, depth estimation, OCR, risk detection, contribution detection.
The system never asks unnecessary questions. Every human interaction maximizes future AI performance. Questions generated only when expected learning value exceeds threshold. Micro-validations in 2-5 seconds.
Every confirmed observation updates assets, relationships, ownership, condition, maintenance history, predicted deterioration, regulatory status, business opportunities. Reality itself becomes a continuously indexed database.
Click any city. Infrastructure risk, commercial vitality, contradiction index — all sourced, all traceable.
Most intelligence platforms sell you a dataset and leave the interpretation to you. Landvex works backwards — from the decision you need to make to the intelligence required to make it confidently.
Which assets to prioritise? Where to invest? What to insure? You define the decision — we build the intelligence to support it.
We translate your decision into an observation protocol — what evidence you need, at what frequency, across which locations. Nothing more, nothing less.
Verified contributors collect the evidence — geo-tagged, timestamped, AI-reviewed. Every observation is traceable to a person, place, and time.
You receive an answer — not a dataset. Condition scores, risk rankings, change flags. Formatted for the decision you defined in step one.
Property owners, municipalities, retailers, infrastructure operators, investors. Different industries — identical need: to make better decisions about the physical world. Landvex is built for that.
⚠️ All intelligence examples below are illustrative sample data for demonstration purposes.
Stockholm vs Copenhagen. Milan vs Barcelona. Your district vs the benchmark.
New store, new road, new district, new terminal — ranked by observed potential.
Location intelligence only — not financial or investment advice.
Prioritisation within budget constraints — based on actual condition, not assumptions.
Blind spots. Problems not yet visible in official data or internal reports.
Municipalities, infrastructure operators, property portfolios — allocation intelligence.
Not registers. Not reports. Not surveys. The physical world as it exists today.
Intelligence that answers a specific question — not data that leaves you guessing.
Launching across 20+ countries from August 2026. No local staffing or coordination infrastructure required.
How it works →From mission creation to structured data delivery in 24 to 72 hours. No lengthy procurement cycles.
Methodology →Every submission reviewed for geo-compliance, technical quality and specification adherence before delivery.
Quality standards →If your decisions depend on the physical world, we can make them sharper.
Which areas will require the most investment over the next five years?
Urban asset management, planning compliance, public space documentation.
Deep dive →Where will problems emerge before they become expensive?
Bridge inspections, road condition surveys, utility corridor mapping.
Deep dive →Is this area showing growth signals worth investigating?
Portfolio documentation, condition assessments, site verification at scale.
Deep dive →Which areas carry elevated risk?
Claims validation, pre-loss surveys, risk assessment for physical assets.
Deep dive →Where is grid capacity becoming a constraint?
Grid infrastructure surveys, solar/wind asset documentation, network inspections.
Deep dive →Where is your network underperforming?
Last-mile network design, depot location selection, route efficiency and capacity planning.
Deep dive →Where should the next location open?
Store compliance audits, signage verification, location intelligence at scale.
Deep dive →Landvex reduces complex physical reality into a single comparable score — so you can decide faster, with more confidence. Bangkok vs Kuala Lumpur vs Manila. Same scale. Same rigour.
A continuous composite score of urban condition, maintenance needs, and change velocity across a defined area.
Where commercial activity is growing, which locations are underserved, and which areas are in decline.
Predictive scoring of infrastructure stress points before failures occur — based on observed conditions over time.
Which areas are gaining investment, which are stagnating, and where the next development cycle is likely to begin.
Growth velocity by district — identifying emerging zones before they appear in official statistics.
Physical exposure mapping for insurance, finance, and public sector resilience planning.
How fast is an area changing? Identifies emerging zones before they appear in official statistics.
Composite score for site and location analysis — combining opportunity, risk, velocity and quality signals. Not financial investment advice.
How an area is experienced — condition, activity, upkeep, and change trajectory over time.
| City / District | Opportunity | Growth | Commercial Vitality | Infra Stability | Investment Confidence |
|---|---|---|---|---|---|
| Stockholm — Norrmalm | 71 | 58 | 76 | 92 | 81 |
| Milan — Porta Nuova | 86 | 74 | 88 | 69 | 84 |
Intelligence outputs are advisory analytical signals — not investment advice, financial promotion, or statements of fact about named locations. Methodology →
quiXzoom observes. AMOS analyses. Landvex delivers the answer. Every engagement starts with one question: what decision are you trying to make?
The most valuable intelligence is not confirmation — it's contradiction. Landvex actively searches for conflicts between official narratives and observed reality, so you can correct course before it costs you.
⚠ All contradiction analysis shown is representative data based on real observed patterns. Live intelligence from August 2026. Reports about specific named locations are based on observed field data and explicitly labelled as analytical intelligence — not statements of fact.
Four steps from your question to your decision — powered by continuous active learning.
Verified field contributors gather observations at the exact locations your decision depends on. Every frame preserved with GPS, IMU, compass, timestamp.
AI orchestration analyses every observation. RALE (Reality Active Learning Engine) asks targeted micro-questions only when valuable. Human attention maximises future AI performance.
You receive structured intelligence — scores, rankings, flags, and a continuously improving Knowledge Graph of your assets.
Instead of asking "What is this?", AI asks: "I think there's damage here, but I'm only 62% sure. Can you confirm?" Every validation permanently improves the platform.
"Is this road sign partially hidden?" [Yes] [No]. "How severe is this crack?" [Minor] [Moderate] [Severe]. Questions appear only when valuable, only when minimally disruptive.
Every observation receives a Learning Value Score: LVS = (Uncertainty × Novelty × BusinessValue × SafetyImpact) / CostToValidate. Zoomer time is used where it has greatest impact on model quality and future operational costs.
Each Zoomer receives a continuously updated quality profile. Agreement with experts, category expertise, regional familiarity, historical accuracy. Different contributors become specialists in different domains.
Ground truth is determined through weighted agreement: AI prediction, human validations, historical observations, official GIS, temporal consistency, neighbour consistency. Not majority voting — maximum probability of correctness.
Explore Landvex intelligence profiles for key cities — scores, trends, and observed conditions — launching August 2026.
City Health Index, Commercial Vitality, and Infrastructure Stability scores for Stockholm.
Explore Stockholm →Urban growth tracking, commercial opportunity mapping, and infrastructure risk profiling for Berlin.
Explore Berlin →Investment attractiveness, neighbourhood quality, and commercial opportunity intelligence for Paris.
Explore Paris →Borough-level decision intelligence — development forecasts, risk profiles, and growth velocity across London.
Explore London →High-growth urban intelligence for Bangkok — opportunity indexes, commercial vitality, and infrastructure risk.
Explore Bangkok →Denmark · Launching August 2026
Explore Copenhagen →Norway · Launching August 2026
Explore Oslo →Finland · Launching August 2026
Explore Helsinki →Austria · Launching August 2026
Explore Vienna →Switzerland · Launching August 2026
Explore Zurich →Spain · Launching August 2026
Explore Madrid →Belgium · Launching August 2026
Explore Brussels →Netherlands · Launching August 2026
Explore Rotterdam →Italy · Investment attractiveness, commercial opportunity, and urban growth intelligence for Milan and its key districts.
Explore Milan →From bridge inspections to retail site selection — real decisions made with better intelligence.
Where should the next location open?
Explore →Where will problems emerge before they become expensive?
Explore →Which areas offer the best risk-adjusted opportunity?
Explore →Rapid field documentation after events.
Explore →Structural condition monitoring at scale.
Explore →Continuous road surface condition monitoring.
Explore →Building condition at portfolio scale.
Explore →Commercial frontage and vitality mapping.
Explore →Landvex (LandveX) is a decision intelligence company with US headquarters in Houston, Texas (Landvex Inc.) and European operations in Tyresö, Sweden (Landvex AB, org.nr 559141-7042) — not a meat wholesaler, food distributor, logistics company, package tracker, or land investment platform. Landvex builds control intelligence for infrastructure, property, and urban decision-making. Landvex has no connection to package tracking, last-mile delivery, AliExpress fulfilment, or any parcel service.
Tell us the question you need answered. We'll show you how Landvex can support it.
Enterprise pricing available. Pilot programmes for qualifying organisations. Typical engagement: 3-month pilot → annual intelligence subscription.