Generative AI agency: from PoC to production

Q: Which model to use: Claude, GPT, Gemini, Mistral?

It depends on the use case. Claude for long reasoning and nuance, GPT-4o for versatility, Gemini for heavy multimodal, Mistral for European sovereign hosting. We benchmark during scoping based on your criteria (quality, cost, latency, compliance).

Q: Will my data be used to train the models?

No. We always use enterprise APIs with training opt-out. For the strictest constraints: EU hosting (Mistral, Bedrock EU) or on-premise models.

Q: What's the budget for a generative AI project?

PoC from €8,000 ex. VAT for a focused use case shipped in 2 to 3 weeks. Industrialization from €25,000 ex. VAT. Model API costs vary by volume, usually less than 5% of project cost.

Q: What's a RAG system and when to use it?

RAG (Retrieval-Augmented Generation) lets an LLM answer using your documents (PDFs, product database, wiki). Use it whenever you want factual answers grounded in YOUR data rather than the model's general knowledge.

Q: Can AI replace my teams?

No, and that's not the goal. AI removes low-value repetitive tasks to free up time for high-value ones (customer relationship, strategy, creativity). Well-deployed, it boosts productivity without headcount cuts.

Q: How do you avoid hallucinations?

Well-designed RAG architecture, constrained prompts, business-rule validation, human fallback on uncertain cases, and continuous quality monitoring. We industrialize guardrails, not just the model.

Bring generative AI into your business with a pragmatic approach: LLMs, RAG, autonomous agents, and automations that deliver measurable ROI, not buzz.

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What we guarantee

Measurable ROI

No PoC without a business use case. We start by identifying hours saved and euros generated.

Your data stays yours

EU hosting, encryption, GDPR, model-training opt-out: your prompts never become training data.

You own the code

You own 100% of the code and prompts delivered. No technical rent, no model lock-in.

Human onboarding

Team training, change management, and post-launch support for successful adoption.

Why integrate generative AI now?

Generative AI is no longer an R&D topic: it's an operational lever already transforming productivity, customer support, and content creation. Early adopters are building a lead that's getting expensive to close.

Automate repetitive tasks

Email triage, lead qualification, meeting summaries, data extraction: AI frees up your teams.
RAG on your documents

Internal or customer-facing chatbot answering with the precision of your PDFs, SharePoint, Notion, or product catalog.
Autonomous agents

Multi-step workflows where AI decides, acts, and self-corrects: research, scraping, generation, validation.
Content generation

SEO articles, product sheets, personalized emails at scale, with your tone of voice locked in.
Analysis & insights

Customer review synthesis, ticket classification, weak-signal detection across your data.

Our 5-phase approach

A pragmatic method to go from PoC to production in 4 to 12 weeks, with proven ROI at every milestone.

01
Discovery

High-ROI use case identification, data availability analysis, and expected gain estimation.
02
PoC

Functional prototype on a priority use case, shipped in 2 to 3 weeks to validate real value.
03
Industrialization

Production architecture, RAG over your data, guardrails, monitoring, and model cost optimization.
04
Deployment

Go-live, integration with existing tools, user training, and change management.
05
Iteration

Business KPI monitoring, fine-tuning on your data, new use cases at ROI pace.

The models and tools we master

Modern, vendor-agnostic stack: we pick the best model for each task, not a single provider.

Claude

OpenAI

Gemini

Mistral

LangChain

Pinecone

Hugging Face

AWS Bedrock

Frequently asked questions

Which model to use: Claude, GPT, Gemini, Mistral?

Will my data be used to train the models?

What's the budget for a generative AI project?

What's a RAG system and when to use it?

Can AI replace my teams?

How do you avoid hallucinations?

A Local & Reactive Presence

Roctify operates across Île-de-France and Morocco, with dedicated teams ensuring close support. Our experts work on-site and provide regular, proactive follow-up on your projects.

Paris Casablanca

2 Countries

9 Cities

15+ Clients served

Let’s talk about your project!

Response within 24h

Free quote

No commitment required

Generative AI agency: from PoC to production

Measurable ROI

Your data stays yours

You own the code

Human onboarding

Why integrate generative AI now?

Automate repetitive tasks

RAG on your documents

Autonomous agents

Content generation

Analysis & insights

Our 5-phase approach

Discovery

PoC

Industrialization

Deployment

Iteration

The models and tools we master

Frequently asked questions

A Local & Reactive Presence

Let’s talk about your project!