Your teams are doing copy-paste.
Your competitors are deploying agents.
Every minute your teams spend on a repetitive task is a minute stolen from growth. We design autonomous AI agents that execute, escalate, and learn -- so your talent can focus on what truly matters.
observed across our clients
The problem you know all too well
If any of these scenarios resonate, you're not alone -- and there is a solution.
Your teams are drowning in repetitive work
Ticket sorting, data entry, manual follow-ups... Your most qualified employees spend 40% of their time on tasks an agent could handle in seconds. The talent is there, but it's poorly deployed.
Your processes don't scale
Every new client, every activity spike reveals the cracks. Manual workflows break under load, response times explode, quality drops. You hire to compensate, but the problem remains structural.
The cost of inaction is invisible but real
Human errors, dissatisfied customers, missed opportunities... You don't see these costs in a report, but they erode your margin every day. Meanwhile, your competitors are automating and pulling ahead.
Our approach in 4 steps
No lingering POCs. A structured process to go from diagnosis to production in weeks, not months.
Workflow mapping
We analyze your current workflows to identify bottlenecks and high-automation-potential tasks. We prioritize by business impact and deployment ease.
Deliverable: Opportunity matrix ranked by ROIAgent design
Each agent is designed with a precise scope of action, escalation rules, and a supervision framework. We define prompts, connectors, and guardrails before writing a single line of code.
Deliverable: Agent architecture + functional specificationsDeployment and integration
Agents are deployed within your existing stack (CRM, helpdesk, ERP, internal tools). Integration via API, webhooks, or native connectors. Real-world testing with human supervision.
Deliverable: Operational agents connected to your toolsContinuous optimization
Agents learn from every interaction. We measure performance, adjust parameters, and expand scope. Your system gets smarter every week.
Deliverable: Performance dashboard + monthly reportsWhat you get
Not prototypes. Production systems that deliver measurable results from the first month.
Autonomous support agents
Intelligent triage, contextual responses, automatic escalation to a human when needed. Available 24/7 in multiple languages.
Zero-intervention workflows
From receiving an email to updating the CRM to generating reports: complete chains without human intervention.
Built-in supervision framework
Confidence thresholds, audit logs, real-time alerts. You maintain full control over what your agents do.
Predictive lead scoring
Your sales agents automatically prioritize the hottest prospects through real-time behavioral analysis.
Multi-system orchestration
A single agent that connects your CRM, helpdesk, ERP, and internal tools. No more copy-pasting between applications.
Live performance dashboard
Resolution time, auto-resolution rate, customer satisfaction, savings achieved: everything is measured and visible in real time.
Case study
The challenge
This hyper-growth fintech was receiving 3,000+ support tickets per week. The team of 12 agents was overwhelmed, first response time exceeded 4 hours, and CSAT was declining quarter after quarter. Hiring was no longer an economically viable option.
The solution
Deployment of a multi-agent system: an intelligent triage agent that categorizes and prioritizes each ticket, an auto-response agent for recurring requests (password reset, transaction tracking, FAQ), and an escalation agent that routes complex cases to the right specialist with all the necessary context.
The results
80%
tickets auto-resolved
-60%
response time
+45%
customer satisfaction
-35%
operational costs
“We thought we'd need to double the support team. In the end, we deployed AI agents in 6 weeks and our metrics completely changed. CSAT is at an all-time high.”
— VP Operations, Series B Fintech
Typical results
Response time
Operational costs
Customer satisfaction
Tickets auto-resolved
Typical results observed across our clients. Each engagement is unique.
Frequently asked questions
A triage or auto-response agent can be operational in 4 to 6 weeks. We always start with a targeted, high-impact use case to prove value quickly before scaling.
No. Agents handle repetitive, low-value tasks. Your teams focus on complex cases, strategy, and customer relationships. It is augmentation, not replacement.
Every agent is deployed with a human supervision framework: confidence thresholds, automatic escalation, feedback loops, and regular audits. Nothing goes to production without validation.
We are agnostic: OpenAI, Anthropic, Mistral, LangChain, n8n, Make, or your internal tools. The technical choice depends on your constraints (sovereignty, latency, cost, existing stack).
Our clients typically see a positive ROI within 8 to 12 weeks. The main gain comes from reducing operational costs (-35% on average) and accelerating processing times.
Ready to free your teams
from repetitive tasks?
In 30 minutes, we identify the top 3 workflows to automate and the expected ROI. No commitment.