01 — Ask
Ask for the outcome, not the steps.
Tell Dema what you want to understand and what should happen next. The connected commerce intelligence is already there.
Explore Dema agentsRun commerce on AI you can trust
Dema connects your commerce data, keeps it correct, and puts your team and agents to work on the decisions that drive profit — every day.
Claude Opus 4.8
AI agents can make mistakes. Please review the results.
Turning commerce data into decisions for category-defining brands every month
How Dema agents move from question to action
02 — Investigate and act
It reasons on Dema intelligence, then acts.
Every metric, prediction, and company definition is already available. The agent reasons on that trusted layer, then prepares Google Ads and Meta actions for approval.
Explore Dema agents03 — Build
Turn the work into an app.
Build a live monitor your team can return to. The same analysis keeps updating instead of disappearing into a chat transcript.
Explore Dema agents04 — Control
Decide exactly what it can do.
Set its schedule, instructions, resources, and permissions. Choose which actions run automatically, ask first, or stay blocked.
Explore Dema agents01 — Ask
Ask for the outcome, not the steps.
Tell Dema what you want to understand and what should happen next. The connected commerce intelligence is already there.
Explore Dema agents02 — Investigate and act
It reasons on Dema intelligence, then acts.
Every metric, prediction, and company definition is already available. The agent reasons on that trusted layer, then prepares Google Ads and Meta actions for approval.
Explore Dema agents03 — Build
Turn the work into an app.
Build a live monitor your team can return to. The same analysis keeps updating instead of disappearing into a chat transcript.
Explore Dema agents
04 — Control
Decide exactly what it can do.
Set its schedule, instructions, resources, and permissions. Choose which actions run automatically, ask first, or stay blocked.
Explore Dema agentsIn production
What teams actually shipped.
Not pilots or proofs of concept. These were built by commercial teams, in weeks.
Dema agents running in production
1,000,000+
agent actions every month in Dema
+40%
profit growth
Brands using Dema agents grew profit by 40% year over year, on average
Source: aggregated Dema platform and customer data.
Commerce intelligence
Every commercial signal. One intelligence layer.
Dema brings orders, inventory, marketing, POS, site behavior and costs into one real-time model—then makes it trustworthy, predictive and ready for agents, apps and analysis.
Commercial dataReal time
COMMERCE
Orders · returns · customers
INVENTORY
Stock · products · costs
MARKETING
Spend · clicks · campaigns
POS + WEB
Stores · sessions · events
Semantic layerSKU-1842 · SE
Operational profit€18.42
Shipping cost−€6.20
Transaction fees−€1.84
Returns cost−€9.10
Predict & measureLive enrichment
Incrementality+12%
MMM opportunity€24k
Demand forecast+18%
Stock risk3 SKUs
03
Predict what’s next
Measurement, incrementality and forecasts enrich the same model.
Explore measurementBuild on topProduction
Profit agent
Awaiting approval · 2m ago
Awaiting approval · 2m agoRetention agent
Completed · 12m ago
Completed · 12m agoInventory agent
Monitoring · Live
Monitoring · LiveConnect the tools your business already runs on
Commerce, POS, advertising, CRM, warehouse and team tools feed the same governed model—and give agents somewhere safe to act.
Explore integrations
Market comparison
You can prototype the agent. This is the layer you would have to build underneath it.
Connecting a source or two and getting an answer is easy now. Getting to real profit by product and market, predicting what happens next, and keeping it all correct every day is the part nobody warns you about.
Commerce data
Dema
Real-time omnichannel data with profitability to SKU
General AI assistants
Uploaded context and prompt-defined metrics
Build internally
Pipelines and models you maintain
Measurement
Dema
Live profit, measurement and tracking in one model
General AI assistants
Point-in-time analysis without shared measurement
Build internally
Separate profit and attribution systems
Apps & collaboration
Dema
Shareable apps with roles and team access
General AI assistants
Personal tools with limited deployment controls
Build internally
Hosting and permissions you build
Integrations & MCPs
Dema
Commerce MCPs and production integrations
General AI assistants
General-purpose connectors
Build internally
Connectors and MCPs you maintain
AI infrastructure
Dema
EU-hosted models with governed data handling
General AI assistants
Provider-dependent hosting and controls
Build internally
Infrastructure and compliance you own
Operations & control
Dema
Managed agent runtime with approvals
General AI assistants
Manual execution and verification
Build internally
Monitoring and reliability you own
One source of truth. One production-ready commerce harness for every app and agent.
Unified measurement
Know which investments are really moving the business.
Dema combines marketing mix modeling, incrementality tests, and attribution in the same view of profit. Teams can compare channels, markets, and budget moves with evidence they can explain.
See where the next unit of spend is likely to create the most profit. Compare channels, markets, and budget moves side by side before committing.
Run incrementality tests and feed the results back into planning, so you keep funding the channels that genuinely move the business — not the ones that only look good in last-click attribution.
Decompose week-over-week shifts in sales, profit, CAC, and retention so the team can point to the actual causes behind the numbers instead of guessing.