Agentic Architectures
Applied
Beyond the Chatbot: The System.
Generative AI alone is limited.
Orchestrated by an agentic architecture, it becomes an operational infrastructure.
ShiftAI designs teams of specialized agents capable of replacing entire processes, not just isolated tasks.
The ShiftAI Difference
Most players sell "AI agents" that:
- •summarize emails,
- •answer questions,
- •automate one or two tasks.
These are not agentic systems.
At ShiftAI, we design complete architectures, composed of agents with defined roles, capable of perceiving, reasoning and acting in your business processes.
A Team
Analyst, Critic, Executor, Controller.
A Protocol
Strict interaction rules via AIG (Agent Interaction Graphs).
A Memory
Secure, sourced, contextualized business RAG.
A Security
Every decision goes through ShiftGuard for AI Act compliance.
Others create assistants.
We build systems.
5 Agentic Architectures
To Transform Your Departments
Complete cognitive systems, not isolated chatbots.
Autonomous Financial Audit
Architecture: The Financial Guardian
🎯 The Challenge
Ensure financial data reliability while reducing team workload.
🟦 Agent Selection
Extraction Agent
Intelligent OCR and automatic structuring of accounting data
Compliance & Standards Agent
LME, VAT, internal rules verification and regulatory validation via ShiftGuard
Reconciliation Agent
Cross-checking invoices / purchase orders / FEC, detecting discrepancies, duplicates, anomalies
⚙️ The Workflow
Ingestion
Extraction Agent ingests invoices, contracts and entries.
Analysis
Reconciliation Agent identifies inconsistencies and discrepancies.
Validation
Compliance Agent validates legal compliance via ShiftGuard.
Escalation
Critical cases are escalated to CFO with a pre-synthesized note.
🛡️ ShiftGuard Contribution
📈 Impact for the COMEX
"Zero Friction" Agentic Onboarding
Architecture: Seamless Onboarding
🎯 The Challenge
Welcome a collaborator without administrative burden or friction.
🟦 Agent Selection
People Ops Agent
Conversational interface, information collection, onboarding process explanation
Legal Agent
Contract generation and clause control via legal RAG
IT Provisioning Agent
Access creation, equipment ordering, automatic configuration
⚙️ The Workflow
Collection
People Ops collects information and reassures the candidate.
Generation
Legal Agent generates the contract (template + data).
Provisioning
IT Agent creates AD accounts, SaaS, email; orders PC.
Activation
People Ops organizes meetings and operational onboarding.
🛡️ ShiftGuard Contribution
📈 Impact for the COMEX
Agentic Supply Chain
Architecture: Agent-to-Agent Negotiation (A2A Ready)
🎯 The Challenge
Streamline inter-company flows and automate operational negotiations.
🟦 Agent Selection
Stock Agent
Level monitoring and shortage forecasting
Procurement Agent
Approved supplier selection, price & delivery comparison, automatic A2A negotiation
Logistics Agent
Delivery tracking, dispute management, ERP update
⚙️ The Workflow
Detection
Stock Agent detects the drop.
Negotiation
Procurement Agent compares suppliers, negotiates and validates order.
A2A Communication
Automatic dialogue between agents (Client ↔ Supplier) A2A.
Update
Logistics Agent updates ERP and notifies teams.
🛡️ ShiftGuard Contribution
📈 Impact for the COMEX
The Agentic "Shadow Board"
Architecture: The Synthetic Board Room
🎯 The Challenge
Test complex strategies before executing them.
🟦 Agent Selection
CEO-Bot
Vision & strategic priorities
CFO-Bot
Prudence & ROI, financial analysis
Risk-Bot
Pessimistic scenarios and risk assessment
Market-Bot
Customer voice & market trends
⚙️ The Workflow
Strategic question
Example: "Should we launch a freemium offer?"
Multi-agent debate
Agents debate and simulate risks, costs, impacts.
Controversy identification
Points of controversy and uncertainty areas identified.
Strategic note
Production of a consolidated strategic note for the executive committee.
🛡️ ShiftGuard Contribution
📈 Impact for the COMEX
The Autonomous Digital Factory
Architecture: ShiftAI for Developers
🎯 The Challenge
Accelerate software production and strengthen quality.
🟦 Agent Selection
PO Agent
Specs writing, backlog prioritization
Dev Agent
Development, unit tests, code review
Security Agent
Security audit, vulnerability detection
Doc Agent
Automatic technical documentation
⚙️ The Workflow
Specification
PO Agent writes specifications and prioritizes backlog.
Development
Dev Agent develops, tests and reviews code.
Security audit
Security Agent audits and detects vulnerabilities.
Documentation
Doc Agent automatically generates technical documentation.
🛡️ ShiftGuard Contribution
📈 Impact for the COMEX
ShiftGuard: Governance at the Heart of Every Scenario
Each of these scenarios relies on ShiftGuard, our cognitive governance engine, to ensure compliance, traceability and security of agentic decisions.
Discover ShiftGuard in detailOur Differentiation
We don't play in the same category as AI assistant vendors.
WHAT SHIFTAI DOES NOT DO
WHAT SHIFTAI BUILDS
An agent is not a feature.
An agentic system is a cognitive infrastructure.
Which department do you want to
agentify first?
Our architects can design your first agentic blueprint.
Our commitment: We only work on architectures where we are convinced we can bring measurable strategic value. Your transformation is our priority.