The stack is the last decision, not the first.
By the time a framework is chosen we already know what records the system owns, who may touch them, and how often the rules change. Those decide the stack — what follows is what we build with, not the argument.
The tools, after the decisions are made.
- 01
AI
- OpenAI
- Anthropic
- Microsoft AI
- Open-source models
Extraction, classification, retrieval, and summarization placed inside a workflow: grounded in your own material, cited so a reviewer can check the claim, and routed to a person wherever being wrong would cost something.
- 02
Cloud
- AWS
- Microsoft Azure
- Cloudflare
Hosting, storage, data services, network and access controls, and distribution — chosen for the recovery story, the residency requirement, and the bill twelve months in.
- 03
Applications
- React
- Next.js
- Node.js
- Python
Interfaces, services, background processing, and the integration layer, engineered over one model so a rule changes in a single place rather than in four.
- 04
Data
- PostgreSQL
- Supabase
- Managed cloud databases
The record everything else reads from: schema, constraints, permissions, and history designed before anything is allowed to write to it, because that is what reporting later depends on.
- 05
Automation
- APIs
- Webhooks
- Queues
- n8n
Event-driven and scheduled work with validation, safe retries that do not duplicate work, alerts that have a named owner, and an exception queue where a failure becomes visible instead of silent.
- 06
Business systems
- Odoo
- Established operational platforms
A configurable platform as the foundation when its standard model already matches enough of the operation, extended along documented boundaries rather than bent out of shape.
These are technologies Pixelity can build with. Listing one is not a partnership, a certification, or an endorsement in either direction.
What the choice actually turns on.
A familiar tool is not automatically the right foundation.
- 01Which system owns each record, and what shape that data is in today
- 02Who may see and do what, and how that is enforced rather than assumed
- 03What happens when it fails: retries, alerts, recovery, and who is told
- 04Which systems must connect, and what their interfaces genuinely support
- 05Who maintains it after handover, and with which skills
- 06What it costs to run and change over the system’s life, not to start it
When Odoo is the right foundation.
Where a configurable suite already carries the business, where a bounded extension is the honest answer, and where a separate application is the cleaner boundary.
See where Odoo fits- 01Operation
- 02Standard fit
- 03Gaps
- 04Extension
- 05Rollout
Tell us the process everyone works around.
Describe it in a sentence or two. We will come back with what we would build first, what it would take, and whether you actually need us for it.