Pierre Deramel

I deploy AI agents and automation workflows that make artificial intelligence work for your teams on repetitive tasks.

FOR WHOM: scale-ups, tech SMEs, ops teams from 5 to 200 people losing 10+ hours per week on manual processes (lead qualification, reporting, customer support, monitoring, data entry).

WHAT I DELIVER:

> Autonomous business AI Agent (lead gen, support, monitoring) with memory and decision logic

> End-to-end n8n / Make workflows with error handling, monitoring, and documentation

> RAG pipelines to query your internal documents with source citations

> Scraping and structured extraction with LLM parsing

MY CONCRETE RESULTS:

> Automation of lead qualification: -8 hours/week for a sales team of 4

> Internal RAG Chatbot: 70% of support questions resolved without human intervention

> Scraping + enrichment pipeline: 3000 prospects processed in 2 hours instead of 3 days

MY PROCESS : ROI Audit (D1) > Schema + validation (D2-3) > Iterative Build (W1-3) > Documented delivery + team training + 30-day support

Engineer by training. 4 languages (FR/EN/ES/AR). Response within 2 hours on weekdays.

Context: CallFrontAI was facing rapid growth with teams spending most of their time on manual and repetitive tasks across all departments. My mission: design and deploy an AI automation architecture covering the entire organization.

Scope of the mission (6 departments):

Sales / CRM

Implementation of an AI agent for qualifying and scoring incoming leads, automatic synchronization with the CRM, personalized follow-up sequences by LLM based on prospect profile.

Customer Support

Deployment of a RAG system on the internal knowledge base: autonomous resolution of level 1 and 2 tickets, intelligent escalation to human agents for complex cases.

Marketing

Automation of competitive intelligence, generation of content briefs, and multichannel publication via n8n workflows connected to existing tools.

Finance / Reporting

Multi-source data consolidation pipeline with automatic generation of weekly reports and real-time alerts on critical KPIs.

HR / Recruitment

Automated CV sorting by AI agent, personalized responses to candidates, interview scheduling, and documentary onboarding without manual intervention.

Operations / Logistics

Orchestration of inter-departmental flows, elimination of duplicate data entry between tools, workflow monitoring with anomaly alerts.

Deployed Stack:

n8n . Make . LangChain / LangGraph . OpenAI API . Claude API . Python . Zapier

Result:

50 to 100 hours of manual work eliminated per week across the organization, allowing teams to focus on high-value-added tasks.