Services
Intelligence and infrastructure.
One embedded team.
Not a vendor. Not a consultancy that drops a PDF and disappears. We operate as an extension of your studio — same tools, same standups, same ship dates. Everything we deliver is AI-accelerated and validated by human subject matter experts.
Gaming Intelligence
We understand games at a molecular level — every system, every decision, every player response. 14 years and 172+ titles deep.
We deconstruct competitor titles with the depth of a postmortem and the rigor of a research paper. Core loops, economy design, monetization, retention mechanics, player sentiment — every system mapped, benchmarked, and pressure-tested against your title.
This isn't surface-level desk research. Our team plays every game we deconstruct, often hundreds of hours deep, to understand the experience the way players do. AI accelerates the analysis — human experts validate every insight.
Game Deconstruction
Full mechanical breakdown of competitor and peer titles — every system dissected.
Sentiment Battlecard Product
AI-powered player sentiment analysis with event correlation and source verification.
Market Benchmarking
Cross-title performance comparison and competitive landscape analysis.
Strategic Advisory
Actionable recommendations for your title's roadmap backed by 14 years of data.
Gaming Tech
We plug anything to anything — and keep it running. Pipelines, cloud, security, compliance. The full technical backbone.
From raw telemetry events to executive dashboards — we build, operate, and maintain the entire data lifecycle. Instrumentation design, ETL pipelines, real-time processing, machine learning integration, and visualization. We work with whatever tools your team already uses — no rip-and-replace.
Security and compliance aren't separate workstreams — they're built into every pipeline from day one. GDPR, COPPA, SOC 2, PII management, continuous monitoring. And your cloud infrastructure scales with your player base across AWS, GCP, and Azure.
Data Pipelines & Integration
Instrumentation, ETL, real-time processing, and ML integration end to end.
Cloud Infrastructure
Multi-cloud architecture, migration, optimization, and cost management.
Security & Compliance
GDPR, COPPA, SOC 2, continuous monitoring, PII management — baked in, not bolted on.
Dashboards & Visualization
Boardroom-ready insights via Tableau, Power BI, Looker, and custom solutions.
Platforms & tools
AI alone is useless. AI without expertise is worse.
We drive intelligent AI adoption inside your organization — but only where it belongs. AI on public data and non-sensitive workflows. Zero AI on private corporate data, proprietary telemetry, or anything under NDA. Every output validated by a human subject matter expert.
Start a conversation.
Every engagement starts with understanding your studio's needs. No pitch decks. No pressure. Just a conversation.
Get in Touch