Long-form writing on what we've learned implementing ERP, building custom software, and deploying AI agents. No listicles. No link-bait. Just what we wish we'd known earlier.
We built the Claude–Odoo connector your business has been waiting for. Ask in plain English. Get back finished spreadsheets, board-ready slides, and polished documents — drawn from your real Odoo data and assembled with Excel, Word, PowerPoint, Google Sheets, Docs, and Slides. Your team's superpower, available on Claude Code, Desktop, and Cowork.
On May 13, 2026 Anthropic launched Claude for Small Business with connectors for QuickBooks, PayPal, HubSpot, Canva, Docusign, Google Workspace, and Microsoft 365 — but no Odoo. Odoo runs finance, sales, HR, and operations for hundreds of thousands of SMBs worldwide. We built the connector. @netlinksinc/odoo-mcp is now on npm under MIT.
An engineering-grade review of what shipped in Odoo 19, breaking changes from Odoo 18, and when the upgrade is worth the effort for your business.
An honest head-to-head between Odoo and SAP Business One for mid-market companies. Cost, flexibility, ecosystem, and the specific use cases where each is the stronger bet — from a certified Odoo partner who has migrated clients both onto and off Odoo.
A detailed comparison of Odoo Enterprise and Oracle NetSuite for mid-market companies. License economics, operational fit, customization surface, and the specific contexts where each is the better bet.
A detailed step-by-step playbook for migrating from QuickBooks Online or Desktop to Odoo ERP. Data model mapping, parallel run procedures, cutover rehearsal, typical gotchas, and recovery plans.
Custom Odoo modules that survive upgrades are an engineering discipline, not an accident. The specific patterns we apply: inheritance over modification, single-responsibility modules, tests in CI, and beta-release testing.
What a mid-market Odoo implementation actually costs. License fees, implementation, customization, integrations, training, ongoing support — with specific ranges by company size and complexity.
How to run Odoo across multiple legal entities with clean inter-company accounting, consolidated reporting, FX revaluation, and proper audit trails. From 2-entity groups to 30-subsidiary consolidations.
A feature-by-feature and economic comparison of Odoo Enterprise (paid) vs Odoo Community (open-source, free). When each is the right choice.
Choosing the right Odoo partner is 80% of implementation success. What to look for, what to avoid, and the questions to ask during evaluation.
How to integrate Shopify (storefront) and Odoo (ERP of record) for mid-market retailers. Architecture, failure modes, observability, and maintenance patterns.
Ten production agentic AI deployments later, what actually works, what doesn't, and what vendors oversell. Lessons on retrieval, guardrails, observability, and human-in-the-loop.
What observability means for LLM-based systems, the specific signals to monitor, and why teams that skip observability ship AI products that silently degrade.
When to build AI agents in-house versus buy off-the-shelf products. Decision criteria, risk analysis, and economic modeling.
What enterprise AI actually costs at scale. Model inference, infrastructure, engineering, ongoing operations — with specific numbers from production deployments.
How to integrate Odoo ERP with MES, SCADA, and shop-floor systems for real-time manufacturing visibility. Architecture patterns from production deployments.
A comparison of Odoo and Blackbaud (Raiser's Edge, Financial Edge) for mid-size nonprofits. Where each wins, and why Odoo has momentum in the space.
Why mid-market services firms are consolidating from dedicated PSA tools (Kantata, Deltek, BigTime) onto Odoo. Economics, migration, and trade-offs.
How HVAC, plumbing, electrical, and facility services operators consolidate dispatch, mobile workforce, service contracts, and invoicing on Odoo Field Service.
Generative Engine Optimization is the practice of structuring web content for citation by AI search engines. Specific techniques, schema markup, and measurement.
The economics of software engineering squad composition. Why senior-only teams consistently deliver better outcomes at lower total cost than cheaper offshore alternatives.
The failure mode that kills 70% of transformation programs: momentum collapse in year two. What drives it and how to structure programs that keep delivering.