AI Integration
Your tools, with a brainattached.
AI is only useful when it's wired into your real tools and real data — that is exactly what we do.
AI integration connects a model to compatible tools and data you already use — CRM, website and back office — instead of rebuilding everything. From Rabat, Devauras designs these integrations to speed up retrieval, assist selected interactions and produce outputs evaluated on your use cases.
Deliverables
What's included
Scope set on day one — this is exactly what we deliver. Nothing vague, nothing hidden.
Get a free quoteAudit of your stack & use cases
We analyze your tools, your data and your friction points to identify the AI integrations with the best return — no gimmicks, no over-engineering.
Model selection (OpenAI, Claude, open source)
Every use case has its model: quality, cost, language, confidentiality. We test and recommend — you decide with full visibility.
Connection to your CRM and business tools
AI reads and feeds your existing systems: enriched customer records, sorted emails, requests qualified and routed automatically.
AI in your website and applications
Smart search, guided-choice assistants, content generation: we build the integration on the product side, cleanly, API by API.
RAG on your documents and data
The AI retrieves passages from approved catalogs, contracts and procedures. We evaluate faithfulness to those sources and configure refusal or handover when evidence is missing.
Security & data governance
Dedicated API keys, restricted access, sensitive data filtered before any call: confidentiality is designed in from day one.
Testing, deployment & monitoring
We validate on real cases before going live, then track answer quality and usage costs over time.
Benefits
What you gain.
Keep compatible tools
When their APIs and access rules allow it, your CRM, website and habits stay in place. The audit identifies limits or required changes before the quote.
Faster information retrieval
The integration aims to reduce search time across authorized data. We measure speed, relevance and errors on an agreed evaluation set.
An investment that lasts
A modular architecture separates the model, data and business rules where possible, limiting rework if the provider changes.
FAQ
Common questions.
Not necessarily. We first verify each tool's APIs, permissions, limits and terms. When it is compatible, we keep it; otherwise the audit states the required adapter, export or replacement before you commit.
Mainly the OpenAI and Claude (Anthropic) APIs, plus open-source models when confidentiality or cost requires it. The choice is made per use case, based on concrete tests with your data — never by default.
A focused first integration — an assistant over your documents, automatic triage of incoming requests — typically ships in a few weeks. A larger project is split into stages, each delivered and validated before the next. The initial audit sets a precise timeline.