
“Stéphane's team brings deep expertise, listens carefully and fully understands project needs, challenges assumptions in the right way and delivers on the brief.”
The open-source TWENTY CRM for your teams, a custom portal for your customers, separately or together, you choose the starting point. From scoping to run-time evolutions. Zero vendor lock-in.
15+
years of experience
100+
projects delivered
Trusted by






Starting points
The Customer Relationship offer covers three options: CRM only, portal only or a full platform when both sides must finally talk to each other.
01
HubSpot, Salesforce or Microsoft Dynamics are reaching their limits: too rigid, with customization and usage costs that are too high. We scope migration to an open, API-first architecture that natively integrates AI for easy adaptation to your business processes: Twenty.
02
Your customers need a clear space for requests, documents, orders or contracts. The portal connects to your existing CRM and ERP.
03
Qualification, account summary, follow-up, meeting preparation, CRM update: AI acts inside a traced perimeter, with human validation for sensitive actions.
04
Accounts, opportunities, quotes, contracts, invoices and tickets stop living in silos. We align the data model with your IT system.
What we build
Each brick is scoped to your stakes: CRM, portal, integrations, automations, governance and run.
Architecture
The full platform is powerful, but it is not required at the start. We split the project to deliver clear first value.
01
CRM only
Audit, migration and Twenty deployment for sales teams, with essential IT integrations.
02
Portal only
Customer portal connected to your existing CRM, without challenging Salesforce or HubSpot licenses at launch.
03
CRM + portal + AI
Full customer relationship architecture: Twenty, Next.js, AI agents, n8n orchestration and ERP as system of record.
Twenty is a credible open-source option to evaluate, not an automatic recommendation. If HubSpot, Salesforce or Dynamics remain better suited to your context, we say it.
Customer relationship AI agents
AI to accelerate, humans to decide: every agent has a perimeter, rights, logs and impact measurement.
Qualification agent
Enriches a lead, detects business signals, suggests a score and prepares the next sales action.
Account agent
Summarizes CRM history, tickets, ERP orders and documents to prepare a meeting or account review.
Sales admin / support agent
Prepares replies, retrieves documents, updates request status and escalates when a business rule requires it.
Data quality agent
Detects duplicates, missing fields, dormant opportunities and CRM/ERP gaps before they pollute reporting.
Measurement & steering
CRM data model, sales adoption, portal usage, pipeline quality, SLAs and AI agents: measurement is scoped from the platform design phase.
On a customer relationship platform, you do not only steer opportunities. You measure data quality, processing speed, team adoption and value created on the customer side. Smotly connects Twenty, portal, support and ERP events into dashboards that sales leadership, IT and business teams can read.
Pipeline quality and CRM hygiene
Account completeness, opportunity freshness, blocked stages, missing data and consistency between CRM and ERP.
Sales adoption and real usage
WAU/MAU by role, opportunity creation, follow-ups, time between actions and workflows actually used by teams.
Customer portal and self-service
Login rate, submitted requests, viewed documents, resolution time and reduction in repeated support or sales admin requests.
AI agents and automations
Suggested actions, validated actions, error rate, measured time savings and read/write traceability in the CRM.
You leave with a customer relationship platform and the ability to see what it really changes: cleaner data, shorter cycles, stronger adoption and faster decisions.
Learn more about our analytics approachWhen to choose what?
In short: Twenty when you want a modern, self-hostable, AI-ready open-source CRM with controlled seat cost. Salesforce and Dynamics remain strong for heavily tooled enterprises. HubSpot remains effective for a SaaS-friendly B2B company that wants CRM + marketing out of the box.






Customer relationship stack
CRM is only one piece. Value comes from the data model, interfaces, connectors, agents and run.
Twenty
Open-source CRMObjects, pipelines, views, workflows and GraphQL API. Self-host or cloud depending on your context.
Fast, secure, SEO-compatible front end adapted to connected journeys.
CRM, ERP, marketing, telephony, helpdesk and invoicing synchronization.
AI
Business agentsClaude, GPT, Mistral or local models, governed by rights and validation steps.
Electronic invoicing in France: receiving e-invoices becomes mandatory for all companies on September 1, 2026; issuing becomes mandatory for large companies and mid-sized companies on September 1, 2026, and for SMEs/VSEs on September 1, 2027.
Economic model
No public range until the scope is framed. The scoping audit fixes risks, integrations and a firm quote.
Customer relationship audit
Scope a CRM model, IT integrations, data, security, solution validation, migration and delivery roadmap.
Build & migration
CRM, portal, AI agents and integrations delivery according to the validated scope.
Run & managed services
Maintenance, supervision, evolutions, data quality, workflow and AI agent improvement.
A clearer, more reassuring and more useful collaboration.

“Stéphane's team brings deep expertise, listens carefully and fully understands project needs, challenges assumptions in the right way and delivers on the brief.”

“Our new website is now live thanks to their strong technical expertise and constant willingness to find solutions without ever losing sight of the user experience.”

“Despite a tight three-month deadline, they delivered a high-quality project on time. Their professional yet friendly approach made the collaboration both productive and genuinely enjoyable.”
FAQ
Related services
Customer Relationship
Audit, deployment, migration, managed services and Twenty CRM hosting.
Portal, Extranet & Web app
Customer portals, extranets and business apps connected to the IT system.
AI & Automation
AI agents, RAG, business automations and integration with existing tools.
Maintenance & support
Run, support and continuous evolution of your critical platforms.
Tell us what blocks today: cost, adoption, data, portal, AI or IT integration. We come back with a realistic path.