Case Studies

Real Odoo project results, anonymized

We do not publish client names. The metrics below are real, pulled straight from the engagement.

RetailCRM to Odoo Migration

Multi-entity retail CRM migration to Odoo

A heavily customized retail CRM moved into Odoo with every custom entity, attachment, and workflow preserved, including an AI-assisted matching desk rebuilt in the target system.

records migrated
~478Krecords migrated
custom entities mapped
27custom entities mapped
attachments moved
434GBattachments moved
AI match desk rebuilt
1AI match desk rebuilt
Internal platform build — not a client engagement
Internal platform (AI + Odoo tooling)Custom Module Development / AI Integration

Odoomatic V2: an AI-powered Odoo ERP assistant platform

A production-grade AI assistant platform bridging Odoo ERP with conversational AI, letting users manage complex ERP operations — record creation, workflow automation, reporting — through natural language across multi-tenant deployments.

AI-powered Odoo tools built
25+AI-powered Odoo tools built
REST API endpoints
50+REST API endpoints
test coverage
80%+test coverage
permission levels (RBAC)
5permission levels (RBAC)
Internal platform build — not a client engagement
Internal platform (developer tooling)Custom Software Development

QA Vision: an autonomous vision-only web QA agent

An autonomous QA testing agent, exposed as an MCP server, that explores web applications using only screenshots and coordinate-based interaction — no DOM access, no selectors — and treats its own prediction mismatches (expected vs. actual outcome) as QA signal.

context usage reduction (JPEG screenshot optimization)
40%context usage reduction (JPEG screenshot optimization)
primary MCP tools
3primary MCP tools
QA issue categories tracked
10QA issue categories tracked
severity levels
5severity levels

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