The agent workspace for commerce.
Chat. Schedule. Build. Approve. Your team runs the playbook with agents. You approve before anything ships.
“With Dema Agent, what took two people three to four months now runs in a single command. We built 20 skills in three weeks without writing a line of code.”
The agent workspace
Four pillars. Four bottlenecks gone.
Slow answers, missed signals, engineering queues, and spend that needs a sign-off. Each pillar clears one bottleneck.
Where did margin slip this week?
Chat.
Answers in seconds, not days.
Anyone on the team gets margin, cohort, and budget analysis. No SQL. No waiting on an analyst.
Schedule.
Surface what matters before Monday.
Margin drops, stockouts, and spend drift show up before they hit the P&L. Walk in Monday with decisions ready.
Build.
Ship custom tools in an afternoon.
Planners, trackers, and buying nano-apps your team ships the same day. No engineering queue required.
Running
Approved
Declined
Running
Approved
Declined
Running
Approved
Declined
Approve.
Stay in control of every dollar.
Budget shifts, markdowns, draft buys, and segment pushes go through your team before anything ships. Every action logged.
Build, in practice
Skills. The reusable workflows agents call.
Any validated job becomes a skill agents call on demand. Nano-apps are the interfaces your team ships the same afternoon: planners, swipe queues, libraries, and reports.
Storefront ranking
SE market · 33 products · Surfacing underranked SKUs with demand and stock
Previewing suggested layout — 3 new products surfaced, 3 pushed below the fold. Approve to apply, or decline to keep the current ranking.
#113Olive Field Overshirt
€5,210
320 sold · 58% margin
Social mentions +240% w/w, buried at #14
#21Espresso Pile Jacket
€11,640
612 sold · 51% margin
+€1.2K projected lift at #2
#35Charcoal Wool Cardigan
€6,820
412 sold · 55% margin
High demand, stock-rich, underranked
#43Black Wool Henley LS
€18,420
1,531 sold · 62% margin
Strong seller — bumped for higher-velocity SKUs
#51Oat Knit Crewneck
€7,820
720 sold · 55% margin
Sell-through up 18% w/w
#65Stone Selvedge Jeans
€6,090
280 sold · 61% margin
Highest GM in catalog, underranked at #11
#712Ecru Heavyweight Tee
€4,820
410 sold · 49% margin
PDP CVR 22%, stock-rich — promote from #19
#83Navy Linen Polo
€8,420
540 sold · 44% margin
Stable demand, rotated for trending SKUs
10× the impact behind every decision.
One agent saves hours. Multiple agents transform how teams operate. A hundred create an operating advantage competitors can't replicate. These are the results leading brands are already achieving with Dema.
“Dema's Agent is truly mind-blowing. We struggled to get AI to understand our data structures and metrics, but Dema worked perfectly right out of the box. It's the first tool that truly understands our data from the very first prompt!”
The foundation
Intelligence, execution, identity.
Three layers under every Dema agent. Together they give you commerce AI you can trust in production.
Reasons on your real numbers.
Dema models every SKU, channel, and margin in real time, profit-correct. Your agent reasons on the numbers you use to run the business.
Configured for each agent and team.
Every team works differently. Each agent gets its own playbook, schedule, scope, integrations, skills, and limits.
Turns insight into drafted work.
Connected to 30+ commerce systems and team tools, from Shopify to ERPs to Slack. The agent pauses campaigns, marks down SKUs, and drafts buys for your approval.
What workspaces are doing right now
Real agents running in customer workspaces.
Each one waits for the buyer's call before anything ships.
- 01Margin sentry watches contribution margin at the SKU level and flags leaks before the P&L sees them.
- 02Spend protection pauses feed-based ads on products with out-of-stock inventory.
- 03Marketing optimization agent replaces legacy workflows to surface budget decisions and ROAS changes every week.
- 04Branded search term agent looks at organic and SERP results to determine budgets.
- 05Replenishment planning drafts the Monday buy from forecast and sell-through.
- 06Return-rate investigation surfaces the spike, ranks causes, and drafts next steps.
- 07CRM strategy agent classifies customers, proposes updated campaigns, and updates them in Klaviyo.
Identity, in practice
Each agent, configured to fit.
Encode priorities and rules per agent: profit before revenue, region scope, tone, escalation paths. The agent respects them on every job.
Prioritize profit over revenue in all analyses. Always report CM3, not CM2. Focus on Nordic markets first.
Show me weekly trends by default. Include new customer contribution in all reports. Highlight anomalies with a brief explanation.
Browse, run, and manage the workflows your team has built. New agents pick from the same library on day one.
Pick which of the 30+ connected systems each agent can read from and act on. The execution layer, locked to the agent's job.
Prioritize profit over revenue in all analyses. Always report CM3, not CM2. Focus on Nordic markets first.
Show me weekly trends by default. Include new customer contribution in all reports. Highlight anomalies with a brief explanation.
Execution, in practice
Wired into the systems that move the business.
The agent reads, drafts, and pushes. You approve before anything goes live. 30+ commerce systems and team tools.
Enterprise-ready
Built for production.
Choose where your data is processed. Model inference and data pipelines run on European or US infrastructure, GDPR-ready with full residency control.
Your data is never used to train models. All processing runs in your chosen region and stays in your environment. Full GDPR-ready data residency control.
New reasoning models roll out as they ship, so your agents keep improving automatically. You always get the best available performance.
Get started
Live in days, not months.
Connect the systems. Open the workspace. Build the first skill in the same week.
Connect the systems
Wire the intelligence and execution layers: Shopify, your ERP, Meta, Google, and Klaviyo. Numbers come in correct from day one.
Open the workspace
Chat with an agent that already knows your numbers. Schedule the recurring jobs your team needs.
Build the first skill
Turn a validated job into a reusable workflow. Live in an afternoon, ready for any agent to call.
Frequently asked questions
A chatbot answers questions. The agent workspace runs jobs on your business. Agents know your numbers (intelligence layer), connect to the systems that move the business (execution layer), and wait for your approval before anything ships. Each agent has its own playbook, scope, and skills (identity layer), configured for your team.
An agent is the worker: a playbook, a schedule, scoped integrations, and skills it can call. A skill is a reusable workflow the agent runs the same way every time. A nano app is a custom interface your team uses inside the workspace, usually shipped in an afternoon.
Through the intelligence layer. Dema models orders, marketing, inventory, costs, and store sales into profit-correct metrics in real time, for every SKU, channel, and margin. The agent queries that layer instead of raw exports.
30+ commerce systems and team tools: Shopify, Meta, Google, TikTok, Klaviyo, GA4, plus ERPs, warehouses, and Slack. That is the execution layer. The agent reads, drafts, and pushes. You approve before anything goes live.
Yes. That is the identity layer. Each agent has its own scope: which systems it can read from, which it can act on, what actions it can draft, and what always requires approval. You configure it per agent.
Anything that spends, ships, or sends: budget changes, campaign edits, segment pushes, markdowns, draft buys, and outbound messages. The agent prepares the action. You approve before it ships. Every approval is logged.
Most teams open the workspace within days. Connect the systems, chat with an agent, and schedule the first job. The first custom skill usually lands the same week.
GDPR-ready with full residency control. Your data is never used to train models, stays in your chosen region (EU or US), and processing runs in isolated, encrypted sessions.