Our agents & solutions
39 concrete, deployable solutions
Every solution is a production-tested AI agent or autonomous system, integrable into your existing stack.
AI-guided search
Refine as you chat
Sales Cycle · OutboundLearn more →
Market Intelligence Agent
Overnight, the agent scrapes your competitors' websites, LinkedIn pages and trade press. At 8am you get a 5-minute brief in Slack or Teams: price moves, launches, key hires.
Multichannel Outreach Agent
Your prospects are reached on three orchestrated channels via n8n: Gmail or Outlook email, personalized LinkedIn message, Twilio SMS as a backup. The agent tracks every open and re-engages with no human in the loop.
BANT Qualification Agent
When a prospect replies, the agent reads their message, computes a Budget-Authority-Need-Timeline score and pushes it into your CRM (Zoho, HubSpot or Salesforce). Hot leads go straight to the closer, cold ones to nurture.
Commercial Proposal Agent
You send your discovery notes via WhatsApp or Notion. It drafts the proposal, generates a branded PDF and ships the DocuSign contract to your client. You approve each step before send.
Retention & Upsell Agent
The agent continuously watches usage metrics in Mixpanel or Amplitude crossed with your CRM data. When a customer disengages, it alerts your Customer Success team in Slack with a personalized action plan.
AI Sales Pipeline · Outbound · 5 agents5 LangGraph agents · CRM synced at every step · human oversight · 6 stages
Agent 1 · Market intel
ICP
LinkedInSignaux
HubSpot
LinkedInSignauxHubSpot→ CRM
Enrichment
n8nApolloClearbitCRMSequencing
Agent 2 · Outreach
Email
Gmail
Outlook
GmailOutlookLinkedInLinkedIn
LinkedInWhatsApp
WhatsApp
WhatsAppSMS + follow-ups
TwilioJ+3/7/14
TwilioJ+3/7/14Voice call
RingoverSilero VADWhisper TurboKokoro
BANT score 0-100
Agent 3 · BANT
Qwen3HOT/WARM/COLDCRM
Human validation
Agent 4 · Proposal
Qwen3PDFValidation
Upsell / Cross-sell
Agent 5 · Retention & Upsell
MixpanelChurnCRM
Marketing · Inbound & SEOLearn more →
Technical SEO & Organic Growth
Full audit of your WordPress, Webflow or Shopify site, followed by direct implementation of the fixes: internal linking, Schema.org, Core Web Vitals, and content that actually matches real search intent.
SEO Content Engine (E-E-A-T)
AI keyword research, E-E-A-T optimized article writing, automatic publishing and rank tracking. The content machine that grows your organic traffic month after month, with no writer.
Inbound Capture & Nurturing
Landing pages, forms and a RAG chatbot that capture and qualify your organic visitors, score intent and trigger nurturing sequences · hot leads are handed off to the outbound pipeline.
Website Chat Agent
An AI chatbot on your site that answers visitors 24/7, captures their details, qualifies intent and books a meeting · connected to your knowledge base (RAG). Every conversation becomes a structured lead in the CRM.
Lead Scoring Agent (MQL → SQL)
Scores every inbound lead by behavior and profile, separates MQL from SQL, and auto-routes hot leads to the sales pipeline · cold ones go to nurturing.
Support & Customer ServiceLearn more →
E-commerce SAV Agent (RAG)
Your customers ask their question on WhatsApp Business, Messenger or by email. The agent reads the real order status live from WooCommerce or Shopify and replies with the right tracking number, 24/7.
Triage & Escalation Agent
Every inbound ticket in Zendesk, Freshdesk, Intercom or Crisp is classified by urgency and routed to the right team. If the customer is VIP or the topic is sensitive, a human is alerted on Slack instantly.
Client Onboarding Agent
The agent tracks the onboarding checklist spread across Notion, Jira, Slack and Gmail. If a step stalls, it re-engages your internal team or the client by email with a context-aware message.
Support & Voice · Triage & EscalationVoice + text · 100% self-hosted open-source · no data leaves · 6 stages
Channels
WhatsAppGmail
SlackTéléphone (SIP)SIP / Webhook
Voice agent · SIP
TwilioRingoverAsteriskSilero VADWhisper TurboKokoro TTSVAD → STT → TTS
Understanding
FastAPIQwen3NLLB (trad.)Hybrid search
KB search
Vector
BGE-M3pgvector
Graph
Apache AGE
Reranking
Qwen3-Reranker
Context + SLA
Decision & SLA
FastAPI
PostgreSQL
RedisRouting
Response
Auto-resolve
VoixGmailWhatsApp
GmailWhatsAppHuman escalationSlack
SlackCustomer SuccessLearn more →
Onboarding & Adoption Agent
Automates onboarding: personalized checklist, AI training, adoption tracking and drop-off alerts. Cuts time-to-value and secures the customer's first 90 days.
Customer Health & Churn Prevention Agent
Continuously monitors each account's health (Mixpanel/Amplitude product usage + CRM signals), predicts churn risk and alerts your Customer Success team before a customer leaves.
Renewal & Expansion Agent
Detects the right moment for renewal, upsell or cross-sell based on account growth and usage, and generates the personalized approach to maximize lifetime value (LTV).
Customer Success · LifecycleFrom onboarding to renewal · cut churn, grow LTV · 6 stages
Kickoff / Onboarding
ChecklistFormation
Notion
NotionTime-to-value
Adoption
Suivi usageMixpanelAlertes
Usage signals
Customer health
Score de santéCRMQwen3
Health scoring
Churn prediction
At-risk → Save
Alerte CSMPlan d'action
Healthy → Expansion
UpsellCross-sell
Decision
Renewal
SéquenceDevisCRM
Retention
Referral & advocacy
NPSParrainage
BI & Decision IntelligenceLearn more →
BI Wikolabs · Full Data Stack
You ask in natural language in Slack · the agent translates to SQL on your MongoDB, Postgres, Snowflake or BigQuery, deduplicates customer entities and returns the chart. Monthly PPT reporting and forecasting included.
Automatic Reporting (PPT/PDF)
Every first of the month, your executive report is generated from real data, themed with your brand colors and delivered into Slack to the leadership team. No copy-paste at 11pm.
Forecasting & Anomaly Detection
ML models (Prophet, statsmodels) forecast your sales, churn or cash 7-30 days ahead on real Postgres or Snowflake data. Anomaly detected? An alert lands in Slack before things break.
CausalAI Causal Inference
With DoWhy and EconML, we identify whether your Meta campaigns truly caused the revenue lift or it was seasonality. You decide where to invest the next 100k euros on proven levers, not correlations.
BI & data platform100% open-source, self-hosted data stack · NL→SQL Qwen3 · 7 stages
Sources
Postgres
MongoDB
MySQLReal-time CDC
Capture
Debezium
Airbyte
AirbyteOpen-source ELT
Staging
AirbyteMeltanodbtLoad
Lakehouse
PostgreSQLDuckDB
ClickHouseIcebergdbt
Modeling
dbt
NL→SQL Qwen3
Semantic layer
CubeQwen3
Visualization
Dashboards
MetabaseSuperset
GrafanaSearch, Data & MLLearn more →
RAGAI Q&A
Production RAG architecture with pgvector for semantic search, reranking and strict grounding. Your team asks a question, the agent answers only with what's in your PDFs, Notion or SharePoint, with citations.
RecSys Hybrid Recommendation
Blends collaborative filtering, content and LLM reasoning to explain every recommendation: why this product for this user. Ideal for Shopify, Magento e-commerce or B2B marketplaces.
PersonaAI Advanced Segmentation
We combine clustering, relationship graphs, anomaly detection, causality, long-term history and scraping enrichment to build customer segments you can actually activate in HubSpot or Klaviyo.
ModelOps · Managed ML Platform
We operate Vertex AI, SageMaker, Azure ML, MLflow or Databricks for you. Plus: training on your business data (industry-specific translation, legal or medical NLP, etc.).
Sovereign RAGOpen-source, self-hosted, cited answers · 6 stages
Sources
Notion
SharePoint
DrivePDFQwen2.5-VL OCR
OCR ingestion
Qwen2.5-VLOllamaDécoupage
Chunk + embed
Embeddings
BGE-M3Ollama
Hybrid search
Hybrid retrieval
Vector
pgvectorPostgreSQL
PostgreSQLKeyword
Postgres FTSBM25
Knowledge graph
Apache AGE
RRF fusion
Fusion + Reranking
RRFQwen3-Reranker
Grounding
Grounded generation
Qwen3Citations
Documents, Vision & IndustryLearn more →
OCR & Document Extraction
An invoice, purchase order or contract arrives by email. The agent extracts the data and writes it straight into your ERP (Sage, Odoo, SAP) or a Postgres database, with under 0.3% error on 2,000 documents per month.
Vision AI & Object Detection
Real-time detection at 40 frames per second on your production streams. Defect recognition, counting, PPE control · results stored in MongoDB or pushed to Grafana for the supervisor.
BIM & Point Cloud
Automated processing of IFC files and heavy point clouds from LiDAR scanners. Structural element extraction, model-vs-site clash detection, deliverables ready for Revit or ArchiCAD.
Geolocation & Mapping
We compute optimized logistics routes on your real GPS points, taking traffic, weather and field constraints into account. Output compatible with Mapbox, Google Maps or your internal TMS.
Document & VisionFrom raw document to data · 4 stages
Input
EmailScanUploadFan-out
Analysis
OCR / Documents
Qwen2.5-VLChampsTableaux
Vision / Objects
YOLODéfautsEPI
Validation
Control
RèglesHumain
Write-back
ERP
Sage
OdooSAPDynamicsIoT & Edge AILearn more →
Edge AI on Embedded Devices
Quantized AI model running locally on Raspberry Pi, NVIDIA Jetson or Coral, in under 50ms with no internet. Ideal for factories, retail or agriculture where cloud is not an option.
Real-time IoT Monitoring
Your MQTT sensors feed a Kafka pipeline, visualized in Grafana. When a vibration, temperature or current reading leaves the normal band, an alert hits Slack or Twilio SMS in seconds.
Machine Vision on IP Camera
The model runs directly on the industrial IP camera or on a mini-PC next to it. Instant quality control, local supervisor alert, cloud archiving only for anomalies to save bandwidth.
AI Predictive Maintenance
Based on vibration, thermal and electrical curves, we predict failures 7 to 30 days ahead. The intervention is planned in your CMMS (Maximo, Carl Source) before unplanned downtime.
Predictive & IoTOpen-source ML, edge & self-hosted · no cloud required · 6 stages
Sensors
MQTTOPC-UA
Ingestion
Streaming
Kafka
FlinkTime series
TS store
TimescaleDBPostgreSQL
PostgreSQLLocal training
ML model
ProphetXGBoost
PyTorch
PyTorchForecast 7-30d
Prediction
PanneChurn
Alert
Action
n8nSlackSMSFinance & WealthLearn more →
FraudGuard · Transactional Fraud
Fraud score computed in under 80ms on every Stripe, Adyen or in-house transaction, with attack-ring detection via graph analysis (shared accounts, devices, IPs). Self-hosted XGBoost + graph + Redis stack.
AgentFlow.mg · Custom AI Agents
Complex financial business case with no off-the-shelf agent to match? Our team builds the specialized AI agent for your domain (legal, industrial, financial). R&D and delivery service, not a platform to learn.
AI Wealth Management
Upload your statements (PDF, screenshots). A committee of AI agents — Leader, Macro, Technical, Devil's Advocate — analyzes your portfolio (ETFs, stocks, bonds, crypto, forex, commodities, options, indices), cross-checks sources against real market data and generates an order & sell plan with full transparency (Overlay of Truth, zero-hallucination).
CybersecurityLearn more →
Anti-Phishing Agent
Real-time analysis of inbound emails and URLs, detects phishing and social engineering, quarantines and alerts the user before the click. Self-hosted models, no data sent to any third party.
Real-Time Threat Response Agent
Continuous monitoring, intrusion detection and automatic incident response in real time. Reduced MTTR, containment playbooks (isolation, blocking) triggered in seconds.
Network Traffic Analytics Agent
Behavioral analysis of network traffic, anomaly and lateral-movement detection, threat mapping and context-rich alerts for your SOC.
Malware Detection Agent
Malware detection via static and dynamic sandbox analysis, classification and neutralization without relying solely on signatures. Covers AppSec, IAM, GRC (ISO 27001, GDPR, DORA) and Data Security.
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Production-ready offers
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Business categories
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Integrated tools
🇲🇬→🌍
From Madagascar, globally
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Areas of excellence
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Full remote & oversight
FR/EN
Bilingual
