Automation and integrations decision
TextCortex
A narrow self-hosted RAG + simple agent workflow is achievable by a small team, but reproducing TextCortex's enterprise-grade certifications, EU data-sovereignty guarantees, and broad connector/extension ecosystem would be expensive and slow—so build a focused replacement for core workflows and keep paying for full enterprise features.
Visit website↗Open-source builds that already do this
Every project below is open source and already does this job today. Fork one, self-host it, or take the parts you need — the build prompt further down assumes an empty file, and this is the shortcut past that. Licences differ; check the one on each card before you ship.
What a replacement has to do
- Provide retrieval-augmented generation over company data and let users create simple automations/agents that run model calls on retrieved context.
What it still won’t have
- SOC 2 / ISO 27001 certified hosting and attestation
- EU-only (GDPR-focused) hosting and data-sovereignty guarantees
- Prebuilt model-hub integrations and variety of LLM providers
- Large catalogue of enterprise connectors and polished UX/extension
What remains hard
- Compliance and regulation
SOC 2 & ISO 27001 Certified
- Compliance and regulation
Built for European data sovereignty. GDPR-compliant, ISO and SOC2 certified
First-year cost
Keep paying
Paying is—cheaper in year one.
On cash alone, building overtakes the subscription at 7 seats.
Money you would actually spend
Time you would spend
—
What you would spend
What we assumed
The verdict above measures whether you could build it. This one is only about money.
Runnable build prompt
Build a minimal, self-hosted AI agent platform using FastAPI (Python) backend, PostgreSQL for relational data, Milvus (or Pinecone) for vector storage, React for a simple visual agent editor, and the OpenAI API for model calls. In scope: document ingestion (file upload and parsing), vector indexing, a RAG endpoint that returns retrieval + LLM result, a basic visual editor to define single-step agents (retrieve → call model → return result), scheduled job runner for recurring agents, user accounts with single-seat billing flag, and a simple web UI to invoke agents. Out of scope: SOC2/ISO certification, enterprise SSO/SCIM, 30k-app browser extension catalogue, advanced multi-tenant governance. Provide error handling, input validation, and unit tests for ingestion, retrieval, and the agent execution path.
How we checked
How the score was reached
- Partly verdict base52
- An open-source build was found+5
- 5 cited sources+3
- Price verified on pricing page+3
- 3/3 assessment runs agreed+4
- Hard moats found in the evidence-3
- Evidence score64
The base comes from the verdict. Everything under it is a check that either happened or did not, and each one is a fact frozen in this record rather than a judgement made at render time — so the same evidence always produces the same number.
How scoring works →Cited sources · 5
Every page the run actually retrieved.
- official productTextCortex — official product
- official pricingTextCortex Pricing & Plans
- official docsTextCortex FAQ / Documentation
- open sourcelanggenius/dify
- open sourceFlowiseAI/Flowise
Integrity checks
What held up, and what did not.
