We design and build scalable infrastructure for game analytics, real-time personalization, content delivery, fraud detection, and in-game AI, tailored for live operations, multiplayer systems, and large-scale player ecosystems.
Xenoss helps gaming companies turn high-volume interaction data into live insights and personalized experiences, with engineering that performs at scale.
Leaders trusting our AI solutions:
10+
years helping energy enterprises
50+
large scale project completed
40%
of development cost reduction
We help gaming companies eliminate the infrastructure, data, and system-level blockers that slow growth, break at scale, or limit gameplay innovation.
Player data overload
Millions of in-game actions, session logs, and real-time telemetry are difficult to ingest, process, and react to at scale. We build pipelines that handle them fast, clean, and reliably.
Laggy live operations and personalization
Real-time content drops, economy updates, and personalization suffer from slow systems and brittle logic. We build AI-backed, event-driven engines to power live updates and user-specific logic.
Poor visibility into player behavior
Fragmented analytics across servers and titles make it hard to understand engagement or churn. We unify data and apply ML for prediction, segmentation, and LTV modeling.
Monetization guesswork
Without clear insight into player progression, inventory flows, or store behavior, optimizing IAP and ad placement becomes guesswork. We engineer the backend that turns data into revenue ops.
Platform instability at scale
Launch spikes, multiplayer concurrency, and cross-region scaling expose system limits fast. We design cloud-native, autoscaled infrastructure that absorbs the hit and keeps you live.
Weak fraud detection
Botting, currency exploits, and matchmaking abuse can tank trust. We build real-time detection systems using behavior modeling and anomaly detection to protect gameplay integrity.
Disconnected in-game systems
Game mechanics, reward systems, ad logic, and user data often live in separate silos, making coordinated updates and experiments slow or risky. We unify backend logic and data flows to enable synchronized, cross-system orchestration.
Underutilized telemetry
Vast amounts of gameplay data sit unused due to a lack of pipelines, labeling, or feedback loops. We turn raw logs into structured signals that power testing, balancing, and model training—from meta design to matchmaking.
Real-time data pipelines
Ingest and process gameplay, telemetry, and user events at high frequency using Kafka, Flink, or Spark, enabling live ops, matchmaking, and personalization.
Unified data platforms
Design cloud-native platforms that centralize structured and unstructured data from multiple games or regions, with built-in lineage, governance, and AI readiness.
ML-powered player analytics
Deploy churn prediction, segmentation, and LTV scoring models trained on real behavioral data, integrated into your game ops and economy logic.
Backend logic orchestration
We engineer backend services for progression systems, reward mechanics, in-game shops, and live events, all version-controlled, observable, and API-ready.
Infrastructure scaling and stability
We design auto-scaling multiplayer backends and edge-optimized systems to handle launch spikes, cross-region latency, and global concurrency.
Anti-fraud and behavior modeling
Xenoss builds behavior-based models to detect bots, exploiters, and matchmaking abuse, using pattern recognition and real-time anomaly detection.
In-game content automation
We build rule-based or AI-assisted systems to dynamically deploy content drops, offers, or balance changes, personalized by player profile or triggered by event data.
Experimentation and A/B testing infrastructure
Xenoss develops backend logic and data pipelines that support rapid experimentation with feature flagging, cohort tracking, and statistically sound evaluation frameworks.
Enterprise-grade, real-time systems tailored to the energy sector
We build ultra-reliable, low-latency solutions for upstream data acquisition, midstream logistics monitoring, and downstream supply chain visibility
Real-time infrastructure expertise
We’ve built stream-first systems that handle billions of in-game events daily, enabling live ops, personalization, and adaptive gameplay across regions.
Deep AI and data engineering integration
Our AI systems don’t float in isolation; we engineer full-stack pipelines and feedback loops that make predictions actionable inside your game and backend.
Proven delivery under high concurrency
We design and ship production-ready pipelines, multiplayer backends, and analytics systems that hold up under launch spikes and concurrent user load.
Tight integration with your stack
Unity, Unreal, proprietary engines, custom matchmaking layers. We integrate with what you’ve built.
Hybrid and multi-cloud fluency
We build across AWS, Azure, GCP, or on-premise setups, with latency-optimized and cost-aware infrastructure that adapts to your scale.
End-to-end product thinking
We go beyond code to align system design with player lifecycle, game economy logic, and live ops strategy, bridging engineering and product intent.
Built for the realities of live games
We design systems with the real pressures of gaming in mind: live player bases, evolving economies, event spikes, balance changes, and the need to ship without downtime.
Train models to classify players by engagement, churn risk, and monetization behavior, powering smarter targeting, retention campaigns, and economy tuning.
Engineer custom matchmaking algorithms based on MMR, latency, playstyle, or churn risk, supported by real-time data and ML optimization.
Build backend systems that support real-time content drops, time-limited events, or progression resets with monitoring, rollback, and player targeting support.
Predict and personalize IAP offers using player behavior, inventory signals, and real-time segmentation, increasing ARPU and reducing offer fatigue.
Process high-frequency in-game actions to surface imbalances, pain points, or unexpected player behavior, feeding level design, and meta updates.
Use behavioral anomaly detection to catch gold farming, aimbots, or matchmaking manipulation without disrupting honest players.
Track ad placement performance, attention spans, and drop-off patterns, feeding real-time bidding logic or adaptive formats.
Stitch player behavior and history across devices using deterministic and probabilistic matching, enabling persistent progression and analytics.
How to start
Transform your enterprise with AI and data engineering—faster efficiency gains and cost savings in just weeks
Challenge briefing
Tech assessment
Discovery phase
Proof of concept
MVP in production
Featured projects
Talk to our engineers about real-time pipelines, player analytics, and platform performance
Xenoss team helped us build a well-balanced tech organization and deliver the MVP within a very short timeline. I particularly appreciate their ability to hire extreme fast and to generate great product ideas and improvements.
Oli Marlow Thomas,
CEO and founder, AdLib
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