01
Senior engineers
Certified cloud architects, AI specialists and experienced developers — profiles matched to the criticality of each environment.
Design, operate, own the AI you deploy.
IBIFACE industrialises your AI systems on the infrastructure you control — sovereign, cloud or hybrid. No black box. No dependency creeping in.
|b| 01Practices
Three practices. One workshop.
Design, industrialise and operate the technology platforms that carry your strategic priorities.
01 / LLM · ML · Vision
Artificial intelligence
Language models, machine learning and vision systems — designed, industrialised and deployed on your infrastructure, sovereign or cloud.
- Stack
- PyTorch · vLLM · Transformers
- Deployment
- On-prem · private GPU · Cloud
- Governance
- OPA · PCL · audit trail
02 / Critical applications
Web development
Critical applications and high-traffic interfaces, built on React, Next.js, Astro and TypeScript, audited for performance and accessibility.
- Stack
- React · Next.js · Astro · TS
- Performance
- Lighthouse 95+ · WCAG AA
- CI/CD
- E2E tests · SAST · atomic deploy
03 / Operation under control
Cloud & infrastructure
Controlled migration to AWS, Azure or Google Cloud, Kubernetes orchestration and measured reduction of total cost of ownership.
- Cloud
- AWS · Azure · GCP · OVHcloud
- Orchestration
- Kubernetes · Terraform
- TCO
- -30% on average over 12 months
|b| 02Open source
Our frameworks, published in the clear.
Three open source projects embody our technical doctrine — programmable governance, persona-centric agents, sovereign architectures. Publicly verifiable.
P-01●
Paracle
Sovereign multi-agent platform
AI agent orchestration in regulated environments, end-to-end encryption and SOC 2 / ISO 42001 compliance.
Apache-2.0Go · Rust
P-02●
PCL
Persona Control Language
The first language dedicated to AI persona governance — Terraform + OPA applied to agent behaviour.
MITTypeScript · Rego
P-03●
ARAL
Agent Reference Architecture Layers
Open 7-layer standard for persona-centric agent architectures, compliant with 15+ international standards.
CC-BY-4.0Specification
|b| 03Technical stack
Tools chosen to last.
A proven base — selected for longevity, security and ability to scale.
- GPT-5LLM
- Claude 4LLM
- Llama 4Sovereign LLM
- MistralSovereign LLM
- ReactFrontend
- Next.jsFrontend
- AstroFrontend
- TypeScriptLanguage
- PyTorchML
- KubernetesOrchestration
- TerraformIaC
- AWS · Azure · GCPCloud
|b| 04Why IBIFACE
Four commitments, held mission after mission.
Engineering rigour, outcome discipline, operational continuity.
02
Measured impact
More than a hundred missions delivered, with contracted KPIs: adoption, performance, total cost of ownership.
03
Cadence held
Short sprints, systematic demos, traced arbitrations — your teams keep ownership of decisions.
04
Operations covered
Beyond delivery: operation, maintenance and evolution under an SLA calibrated to your constraints.
|b| 05Publications
Latest analyses.
Engineering analyses and field reports on sovereign AI, software architecture and controlled cloud.
Web Development
Building with Astro 5: The Modern Static Site Generator for Content-Heavy Websites
Why we chose Astro 5 for our own site and client projects -- Content Collections, Islands Architecture, and View Transitions with real Lighthouse results.
— IBIFACE TeamCloud
Serverless Architecture in 2025: Best Practices and Real-World Patterns
Battle-tested serverless patterns from 40+ production deployments -- cold start fixes, idempotency, observability, and cost optimization that actually works.
— IBIFACE TeamAI
The AI Revolution: GPT-4, Claude, and What's Next in 2025
How we evaluate and deploy GPT-4 Turbo, Claude 3.5, and Gemini 2.0 in production -- with RAG patterns, agent architectures, and model selection frameworks.
— IBIFACE Team|b| 06 / Next step
A technology project
to frame?
Tell us your context: business stake, technical constraints, delivery horizon. First argued reading within 24 h.