Scattered information
The same case moves between WhatsApp, email, spreadsheets, and CRM.
AI FOR REAL OPERATIONS · 5 YEARS
We automate manual processes so your team can operate with more control.
We design and implement automation and custom software for teams managing leads, documents, and follow ups across WhatsApp, email, spreadsheets, and CRM.
5 years
designing and implementing systems for real operations
- Less manual work
- Visible follow up
- Human control
You speak directly with the person designing and implementing the system.
Clients we have worked with
SIGNS THERE IS AN OPPORTUNITY
If the process lives across messages, spreadsheets, and memory, it is already slowing the team down.
You do not need AI everywhere. We find the specific point where time, context, or follow up is being lost.
Manual follow up
The outcome depends on someone remembering what to do and when.
Limited visibility
There is no clear view of status, errors, or next steps.
WHAT WE AUTOMATE
From repetitive tasks to end to end operating systems.
We start with the bottleneck, understand the process, connect the tools, and leave a measurable operation in place.
Leads and sales
Lead capture, enrichment, qualification, follow up, and automatic CRM updates.
Support and WhatsApp
Context aware assistants, human handoff, unified history, and responses across channels.
Documents and data
Reading, extraction, classification, validation, and automatic report generation.
Back office and operations
Approvals, alerts, data entry, and repetitive tasks that currently depend on the team.
Integrations
APIs, CRM, ERP, databases, and internal tools working as one connected system.
Custom software
Portals, internal tools, and digital products adapted to the real operation.
HOW WE WORK
We validate the process first. Then we build.
Diagnostic
We map the current workflow, its exceptions, and the cost of keeping it manual.
Design
We define the solution, its integrations, and what should remain under human control.
Implementation
We build in stages, test with real cases, and document the system.
Measurement
We review time, errors, and adoption to decide the next step.
SELECTED WORK
Projects built around real operations.
We show what was built. Metrics are published only when they are validated and approved.
eCommerce marketplace
A front end and back end platform for products, sellers, payments, shipping, and administrative operations.
AI prospecting and support
A system to capture, enrich, and qualify leads, unify conversations, and run campaigns through an embeddable chatbot.
Clinical report automation
PDF and CSV processing, structured biomarker extraction, and automated generation of clinical PDF reports.
NEXT STEP
Bring one manual process. We will help you decide if it should be automated.
In a 30 minute call, we review the workflow, identify the bottleneck, and define a concrete first version.