Data Estate Modernization
Ingest and harmonize structured, semi-structured, and unstructured data using event-driven, cloud-native pipelines that scale with your growth.
See What We Can Do
Explore Macroticker, our live proof of concept that fuses public market, macroeconomic, and sentiment signals to infer six-month directional momentum for individual securities. It showcases how Aurum Data blends data estate modernization, operational AI and ML, and immersive analytics delivery into a single product experience—the same capabilities we bring to every engagement you will see outlined below.
From Raw Data to Intelligent Products
We combine data engineering, modern machine learning, and elegant front-end delivery to illuminate the signal hidden in your data estate.
Operational AI & ML
Design, train, and monitor predictive models, generative AI agents, and intelligent automations that plug directly into core business workflows.
Applied Analytics Dashboards
Deliver striking, interactive dashboards and bespoke web applications that embed AI insights, align stakeholders, and empower decision makers.
Human-Centered Delivery
Pair quantitative rigor with premium UX to ensure your internal teams and customers fully trust, adopt, and champion data-driven experiences.
From Creative Assets to Revenue Streams
View your creative assets as data to be exploited. Allow our creative assets team to shepherd your manuscripts, songs, and other original works from raw files into multi-format products, orchestrating distribution and analytics with minimal lift from the creator. Proof-of-concept workflows are grounded in our own catalog of creative projects. Let us leverage our hard-won trial-by-error experiences to make the process easier for you.
Intake & Safeguard Originals
Automate secure ingestion, rights tracking, and metadata enrichment so every draft, stem, or chapter enters the pipeline safely and is ready for reuse.
Automated Adaptation Suite
Convert manuscripts into ebooks, scripts, and audiobooks—or tracks into mixes, stems, and videos—through templated pipelines tuned for brand consistency.
Omni-Channel Monetization
Launch cohesive campaigns across storefronts, subscription platforms, and owned web experiences—covering e-book retailers, Bandcamp, Spotify, and more—with creator approvals baked in.
Insights & Maintenance Loop
Monitor channel performance, surface recommendations, and automate upkeep so creative teams stay focused on making while the system optimizes sales and engagement.
An End-to-End Partnership
Aurum Data collaborates across disciplines, from discovery to production readiness, so you capture momentum without multiplying vendors.
Discover &
Align
Execute collaborative workshops to map opportunity, evaluate data maturity, and craft a roadmap framed around ROI and stakeholder delight.
Engineer the Fabric
Stand up resilient data infrastructure, feature stores, and automated quality checks that keep training data trustworthy and traceable.
Model &
Validate
Prototype rapidly, validate against business KPIs, and harden models with monitoring, drift detection, and responsible AI guardrails.
Launch Experiences
Ship production web apps, dashboards, and APIs with polished UX, insight narratives, and enablement programs for lasting adoption.
24%
Reduction in manufacturing cycle time once SMEs unified ERP data sources into a single platform, demonstrating the productivity gains of integrated data. Deshmukh & Kumar (2016)
68%
Reduction in manual review time after automating audit documentation analysis with ML-enhanced text analytics, underscoring the value of unified evidence pipelines. Reid et al. (2025)
24/7
Operational visibility through automated alerting, observability dashboards, and continuous model monitoring.
Human Expertise Meets Machine Intelligence
Aurum Data delivers grounded AI strategy anchored by Jason Orender’s decade of experience across data engineering, product leadership, and hands-on ML. We guide your team from idea to production with technical fluency and executive clarity.
Whether you’re launching a greenfield product or retrofitting legacy infrastructure, we help you translate data exhaust into differentiated customer value.
Ready to Shape Your Next Intelligent Product?
Share your objectives, data footprint, and timeline—we’ll curate a roadmap and proof-of-value custom to your industry.