Data, software, and marketing engineering for publishing, casinos, and real estate.
Who We Serve
Eight years running ad operations and analytics for Forbes Latin America, across six markets. Ad stacks, audience data, and performance engineering.
Full casino web platforms, promotions infrastructure, and daily operations. Regulatory-aware consulting through our Instratt division.
Machine-learning property valuation with a three-method methodology and confidence ranges, built for the Japanese market.
Strategy
Infrastructure first, dashboards second, opinions last.
Data Infrastructure: Warehouses, pipelines, and clean models on PostgreSQL, BigQuery, and the cloud you already use.
Actionable Dashboards: Numbers your team opens every morning, not reports nobody reads.
Forecasting & AI: Predictive models where they earn their keep, from property valuation to demand planning.
AI Solutions
Machine learning and agent development without the hype: deterministic systems at the core, models where they add judgment, humans in the loop.
Machine Learning in Production: Valuation models with a three-method methodology and confidence ranges, live in our proptech platform.
Agent Development: Tool-driven agents with safety gates, like the MCP servers our own team uses daily to operate infrastructure and marketing stacks.
Agentic Knowledge: RAG and knowledge bases designed for agents, not just search. We run our own every day and build yours the same way.
LLM Features, Hardened: Rate limits, prompt-injection defence, and evals before anything ships. The AI on this site is built exactly that way.
Technology
We build platforms and we keep running them: publishing engines, casino systems, payments, imaging.
Custom Platforms: Full casino web stacks, press engines, and payment services, designed, built, and operated by the same team.
Published Tooling: Our ad engine ships as an npm package with MRC-accredited viewability measurement.
Regulated-Industry Ready: Compliance-aware builds for regulated industries like gaming, from KYC flows to audit trails.
Cloud & DevOps
Managed infrastructure with a bill you can defend.
Managed Operations: Deploys, monitoring, backups, and incident response on Cloudflare, Kubernetes, and the major clouds.
Cost Engineering: Same workload, smaller bill. We have cut client hosting costs by 65%.
Security & Continuity: Zero-trust access, managed secrets, and uptime monitored around the clock.
UX Design
English, Spanish, and Japanese, designed as first-class citizens, not translations.
Intuitive Navigation: Users find what they came for in seconds, on any device.
Multilingual Design: Layouts that hold up in EN, ES, and JA, including the typography.
Accessibility & Usability: Compliant, fast, and readable for everyone.
Data-Driven Marketing
Measurement by Dreams Engine, creative and execution with our partner Double Tap House.
Tracking Done Right: GTM, GA4, and Google Ads wired correctly, with conversions you can actually bill against.
AI-Powered Optimization: Audiences, budgets, and bids tuned by data, reviewed by humans.
Proof, Not Promises: 982 tracked conversions on a single local campaign speaks for itself.
Media Consulting
We run the revenue side of publishing so editorial can focus on the story.
Ad Operations: Header bidding and Google Ad Manager, run end to end on networks like Forbes Latin America for over eight years.
Audience Analytics: GA4 pipelines and custom dashboards that editors actually use, across six markets.
Performance Engineering: We find the leaks. One fix removed 21,000 broken ad requests a month for a major publisher.
Straight answers to what clients ask before they book a call.
We design, build and operate data platforms, custom software and data-driven marketing infrastructure: data engineering, DevOps, product development and governed marketing stacks, delivered in English, Spanish and Japanese.
Publishing and media, casinos and iGaming, and real estate. We run an analytics platform for an enterprise publisher across six markets, have built and operated regulated casino platforms, and ship machine-learning property valuation for PropTech. Outside those three, we take engagements wherever the data problem fits our stack.
Yes. Delivery includes managed operations with 24/7 monitoring; support levels and response times are agreed per engagement. One documented example: migrating a client’s infrastructure cut hosting costs 65%, from $136 to $48 a month for the same workload.
Carefully. Our rule is: the system calculates, the AI explains, the human approves. We ship production LLM features that are rate-limited and injection-hardened, and ML valuation models with confidence ranges, and we avoid rebranding automation as "agents" when it isn’t.
Mexico City. We work remotely with clients in the United States, Spain and across Latin America, in English, Spanish and Japanese, and we’re preparing an expansion into Fukuoka, Japan.
Book a call from any page or write to lab@dreamsengine.com. First conversation covers your goals and whether we’re the right fit. No deck, no obligation.
Let us show you how Dreams Engine combines data innovation
and global expertise to solve your toughest challenges.
Discuss how we fit your business needs.
See real results from predictive AI and data-driven marketing.
Get started on your next big project.
