From automation idea to agent in production
Three complementary skills: building your agents, making them cooperate, and ensuring they remain reliable over time. All on a proven software engineering foundation.
01 · AI Agents
Custom agent creation
Each agent starts from a real task in your company — not a demo. It's connected to your data, tools and business rules.
Administrative agents
They read, classify and process incoming flow to free up your teams.
- Email sorting and response
- Data extraction from invoices and PDFs
- HR document and contract preparation
Business agents
Specialized assistants that know your domain and processes.
- Cash flow monitoring and financial alerts
- Quote and technical report generation
- Regulatory watch and compliance
Customer relation agents
Available continuously, with human handoff when needed.
- Lead qualification and follow-ups
- First-level support
- Appointment booking and reservations
02 · Orchestration
Multi-agent orchestration
The real leverage isn't one agent, but a system: specialized agents coordinated by an orchestrator, with human validation points where stakes demand it.
Architecture & routing
Agent graph design: who does what, in which order, with which data. LangGraph workflows, shared memory, error handling.
Guardrails & validation
Explicit business rules, confidence thresholds, and human in the loop for sensitive decisions: payments, commitments, external communications.
Integrations
Connection to your existing systems: CRM, ERP, POS, email, WhatsApp, Slack, Google Workspace, accounting. Via API or MCP.
03 · Run
Production management & supervision
An unsupervised agent drifts. We measure, evaluate and improve continuously — as one would for a team member.
Observability
Every agent decision is traced and auditable: what it read, what it decided, why. Activity and incident dashboards.
Quality evaluation
Business test suites, automatic response scoring, regression detection with every model or prompt evolution.
Costs & performance
Inference cost optimization, right model selection for each task, caching and controlled scaling.
Engagement modes
Three ways to work together
Use case audit
1 weekWe map your processes and identify where agents create the most value.
- Workshops with your teams
- Automatable task mapping
- Prioritized and costed roadmap
Pilot agent
2 to 4 weeksA first agent in real conditions, on the most profitable use case.
- Functional agent on your data
- Connection to a key tool
- Real gain measurement before industrializing
Run & evolution
MonthlyContinuous supervision of your agents and new capabilities over time.
- Monthly monitoring and reports
- Maintenance and cost optimization
- Evolutions and new agents
And always
Development & consulting
Nexelab's historical expertise remains at the core of every project — and available as a direct service.
Web development
Modern web applications with Vue, Nuxt and React. From MVP to scalable platform.
Mobile development
Native iOS/Android and cross-platform Flutter apps. Performance and polished UX.
Cloud & DevOps
AWS/GCP infrastructure, CI/CD, Docker, Kubernetes. Your application reliability, guaranteed.
Where to start?
The simplest way: a 30-minute call to identify your first profitable use case.