Signals stay in conversations
Demand, quote follow ups and account risk never reach the system. When experienced staff leave, their knowledge goes with them.
Built for distribution and wholesale teams
TR Labs is a Dedicated Human AI Team for wholesale and B2B distribution operations losing margin to manual coordination
We work with the systems you already run, CRM, ERP and warehouse, to catch the demand, complaints and churn risk buried in sales conversations, and keep every system in sync in real time, so nothing gets lost between a call and your records.
DistributionWhere capacity leaks, department by department.
Information and routine work get scattered across people and systems. Small gaps compound into missed revenue, rework and reporting pressure.
Coordination absorbs capacity
Manual order handling and disconnected workflows create preventable errors and costly rework.
Reporting load keeps growing
New e-invoicing requirements add process work to teams already stretched thin.
One connected layer across the operation.
TR Labs works with your existing tools, then brings the signals, workflows and data into a shared operational picture.
Conversation Intelligence
Captures demand, complaints and churn risk from sales conversations before they disappear.
Two Way System Sync
Keeps CRM, ERP and warehouse records aligned as work happens.
Workflow Automation & AI Agents
Handle repetitive tasks and complex coordination across teams.
Observability & unified data
Surfaces systemic errors early and gives finance and operations a dependable reporting foundation.
Measurable progress
Plan next quarter around a working result.
Use the first deployment to set grounded targets for accuracy, conversion and margin recovery.
Order accuracy
Fewer preventable errors
Sales conversion
Follow ups that happen
Margin recovery
Less manual rework
Month 01
Teams typically see the first results.
Weeks 04–08
A fully working result, based on TR Labs’ distribution engagements to date.
Market context
Why distributors can’t afford invoice errors anymore.
Mandatory e-invoicing in the EU and Germany
Since March 2025, the EU and Germany have been rolling out mandatory e-invoicing. A standard PDF is starting to stop counting as a valid invoice. If an invoice does not meet the new format, the customer can lose their right to reclaim VAT on it, and the supplier can face a penalty running into the thousands of euro, often over a formatting mistake nobody caught until it was too late.
Fragmented data drives costly billing errors
Manual order handling and disconnected workflows create preventable errors and costly rework.
See it work on your own operation.
We will show live services running on real work from this industry, then map where a Dedicated Human AI Team frees up the most capacity in your business.