AI in manufacturing, CPG and energy
Data and AI for consumer, manufacturing, and energy
More than 500 specialists help consumer products, manufacturing and logistics, and energy companies connect operations and supply chain data, put AI into production, and build the platforms they run on.
Proof that speed to market, lower cost, and growth can move in step.
It was so cool to have all the different expertise come through the different time zones from [Lumenalta®]; the team was so fluid. The team could just pop in and pick up the work; it was always a complement. […]They were my best working years because it never felt like work.
It was so cool to have all the different expertise come through the different time zones from [Lumenalta®]; the team was so fluid. The team could just pop in and pick up the work; it was always a complement. […]They were my best working years because it never felt like work.
Your operations generate more data than ever. Most of it never reaches a decision.
Plants, fleets, grids, and retail channels produce constant streams of data, but it sits in disconnected systems: ERP, MES, IoT platforms, and legacy databases. Meanwhile, volatile demand, supply disruption, and cost pressure leave no room for slow decisions.
AI can forecast demand, predict failures, and optimize every step from sourcing to shelf. But it only works on a data foundation that’s connected, trusted, and governed.
That’s the foundation we help you build, and the AI we help you put to work on it, with a team big enough to take on major programs and selective enough to give each one our best.
Specialist engineering across consumer, manufacturing, and energy
We focus on the work where operational data turns into advantage, and we work shoulder to shoulder with your teams.
Consumer products
Forecast and grow margin
Connect demand, product, and channel data to forecast accurately and grow margin across retail and direct channels.
Food & beverage
Faster, safer supply chains
Improve traceability, reduce stockouts, and automate production data while meeting labeling and safety standards.
Retail & e-commerce
Commerce that converts
Build the storefronts, product data, and order systems that turn demand into profitable growth.
Manufacturing
Less downtime, higher yield
Unify plant, quality, and supply data to reduce downtime, improve yield, and scale AI across operations.
Logistics
Visibility for every shipment
Give every shipment, route, and asset a real-time data trail that improves on-time delivery and cost to serve.
Energy
Reliable assets, clear reporting
Modernize asset, grid, and field data to predict failures, optimize operations, and meet reporting requirements.
Built on the platforms we believe in
Databricks and Anthropic are at the core of how we build: governed lakehouses for operational and supply chain data, and Claude-powered agents that monitor operations and flag exceptions. We deliver with equal strength on AWS and Microsoft Azure, and on Google Cloud.
- 41 Databricks-certified professionals
- 2 Databricks MVPs and 11 Champions
- Delivery on AWS, Azure, and Google Cloud
High-impact use cases, from sourcing to shelf
A clear use-case portfolio keeps funding tied to outcomes you can track. We start with near-term wins that build toward scale.
Demand forecasting and inventory
Use machine learning and store-level signals to improve forecast accuracy, reduce stockouts, and free up working capital.
Product and content hub
Create one governed source of product data that feeds e-commerce, marketplaces, and retail partners.
Predictive maintenance
Use equipment and sensor data to predict failures before they stop the line.
Quality and yield analytics
Connect process and inspection data to find the root causes of defects faster.
Shipment visibility and route optimization
Unify carrier, fleet, and warehouse data into one live view, and use AI to cut cost to serve.
Asset performance and grid analytics
Modernize asset and field data to anticipate failures and optimize output.
Emissions and regulatory reporting
Automate the data pipelines behind sustainability and compliance reporting, with full traceability.
AI agents for operations
Deploy agents that monitor operations, flag exceptions, and recommend actions, with people accountable for every decision.
Speed without the risk
Every engagement runs on AtlusAI, the delivery operating system we built for ourselves, so specialists and AI agents work from shared context. A project that would typically take nine months can take about six with us, depending on the use case. Traceability and governance are built in, so every decision is documented as the work happens.
Shared delivery context
Business goals, architecture decisions, and live execution state, aligned in one place.
Specialist teams alongside yours
Experts coached in technical mastery and partnership, working shoulder to shoulder with you.
End-to-end delivery
We own the program from strategy through production, with one accountable team.
Decision capture
Decisions, changes, and outcomes are documented continuously, which reduces knowledge loss and hand-off risk.
Common questions
Which data and AI partners work with manufacturers and logistics companies?
How does Lumenalta deliver predictive maintenance?
Does Lumenalta work with energy and utility companies?
Bring us your most important data and AI problem.
Tell us what you’re working on. A specialist will follow up to talk through how we’d approach it.
What our specialists build
With Databricks at our core, our specialists modernize data platforms, put AI and agents into production, and build the applications that run on them. We work shoulder to shoulder with your team, moving at the speed each problem demands.
