[ OPERATIONAL SYSTEM ONLINE ]

Native AI for
ambitious
companies_

Singular Circle deploys custom artificial intelligence architectures to optimize your operations, structure your data, and propel your growth into the post-digital era.

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MACHINE LEARNING • API INTEGRATION • AUTOMATION • DATA STRATEGY • RAG ARCHITECTURE • LLM DEPLOYMENT • MACHINE LEARNING • API INTEGRATION • AUTOMATION • DATA STRATEGY • RAG ARCHITECTURE • LLM DEPLOYMENT •

Cognitive
Infrastructures.

CORE

Custom LLM Integration

Deployment of private language models (Open Source or API) fine-tuned on your proprietary data. Absolute security, no hallucination, and seamless integration into your business software.

Data Engineering & RAG

Structuring your heterogeneous knowledge bases to power advanced semantic search systems.

AI Audit & Strategy

Mapping your workflows and surgically identifying profitability levers through cognitive automation.

Executive Training

Intensive technological acculturation for executive committees. Demystify AI to drive transformation with strategic precision.

[ INTEGRATION ARCHITECTURE ]

Neural
Connection.

We don't deploy isolated AIs. We weave underground connections between your legacy systems, business APIs, and cognitive models. A robust middleware infrastructure for a seamless transition.

REST/GRAPHQL

API Architecture

Design of secure programmatic interfaces between your ERPs (SAP, Oracle), CRMs (Salesforce, HubSpot) and AI engines. Rate limit management, OAuth2 authentication, and real-time monitoring.

  • Managed API Gateways
  • Microservices Orchestration
ESB/iPaaS

Cognitive Middleware

Abstraction layer between your structured data (SQL, NoSQL) and LLM models. Transformation of proprietary protocols into RAG-compatible vector formats.

  • Real-time ETL Connectors
  • Event-driven Message Bus

Legacy Modernization

Historical systems interfacing

COBOL/AS400/Mainframe

Your historical systems (AS/400, mainframes, COBOL) are not a prison. We develop specific adapters to extract the semantic value of your legacy data without costly migration. Secure bidirectional connection with AES-256 encryption.

The Engine
of the Matrix.

We don't sell simple chatbots. We design your company's central nervous system. By combining data engineering with deep learning algorithms, we create autonomous agents capable of executing complex tasks.

  • Cloud-Agnostic Architecture
  • High-Performance Quantized Models
  • Strict Data Governance (GDPR)

[ DATA GOVERNANCE ]

Digital
Sovereignty.

GDPR & AI Act Compliance

European Regulation 2025-2027

The progressive implementation of the European AI Act and the tightening of CNIL controls in 2025 require dual compliance. We architect your systems to simultaneously meet GDPR and AI regulation requirements.

Risk Classification Identification of high-risk systems (Annex III AI Act): recruitment, scoring, biometrics. Technical documentation and cross GDPR/AI impact assessment.
Traceability & Explainability Implementation of AI-enhanced processing registers, guaranteeing the right to explanation for automated decisions (GDPR Article 22).
Human Oversight Design of human-in-the-loop workflows for high-risk systems, in accordance with Articles 14 and 27 of the AI Act.

French Sovereign AI

DRI Hosting & Open Source Models

Faced with the risks of extraterritoriality of foreign laws (CLOUD Act) and increasing sovereignty obligations, we deploy 100% sovereign architectures: ISO 27001 certified hosting in France, open source models (Mistral, LLaMA) fine-tuned locally, zero data leakage to third-party APIs.

Singular Circle's French subsidiary, FCT, leads the development and deployment of these sovereign solutions on French territory, ensuring deep local expertise and full compliance with French and EU regulations.

DRI Datacenters ISO 14001 & 27001
Mistral AI Local 7B to Large 3
Encryption AES-256 & RSA-4096
Compliance SecNumCloud

Our models run exclusively on French soil, guaranteeing that your sensitive data never leaves the European Union.

[ RAIAN PROTOCOL ]

Positive Impact
AI.

RaiIn (Responsible AI Neutralization) is our internal carbon offset mechanism applied to every AI deployment. For every model trained or inferred, we calculate the exact carbon footprint and offset it through concrete impact actions.

Precise Measurement

Calculating CO₂e per generated token and per training cycle (scope 2 & 3), transparent reporting in our deliverables.

Offsetting Actions

Partnerships with local reforestation and biodiversity restoration projects. Each AI project funds the planting of 100 native trees.

Eco-Efficient Quantization

Model optimization (GGUF, ONNX) to reduce energy consumption on GPU/CPU by 40% while maintaining performance.

Impact 2025 -240% CO₂ vs standard

12,450 trees planted • 450 tonnes CO₂ offset

RAIAN NET POSITIVE

Operational Feedback.

"The integration of a RAG architecture by Singular Circle literally transformed our document management. Analyst search time was reduced by 80%. A surgical execution."

CTO, European Fintech

Banking Sector

"A brutal but extremely effective technological approach. Unlike traditional consultancy firms, the Singular Circle team delivers production code from the first week. Impressive."

Operations Director

Logistics & Supply Chain

[ TRUST ECOSYSTEM ]

Trust Network.

They have deployed our cognitive infrastructures to transform their critical operations while ensuring data sovereignty.

France TV
RMC Groupe
TF1
Groupe Renault
Groupe Bouygues
SUEZ

Certifications & Partnerships

ISO 27001 SecNumCloud Qualiopi B Corp Pending

Initiate the
Protocol.

Connect your systems to tomorrow's intelligence. Leave us an access point.