ShiftAICognitive Systems Engineering
We design intelligence
Not prompts
Generative AI is just a building block.
"Classic agents" are just chatty scripts disguised as autonomy.
ShiftAI builds the architecture, memory, coordination, and governance needed to transform isolated AI into a Digital Workforce.
Others build agents.
We build cognitive systems.
- Architecture
- Coordination
- Memory
- Security
- Supervision
The ShiftAI Cognitive Stack
The majority of agents on the market are:
- mono-agent
- ungoverned
- unexplainable
- dependent on an LLM
- unable to act in reality
- impossible to industrialize
We designed a complete stack to overcome these limitations.
The ShiftAI Cognitive Stack (5 layers)
It is the union of these 5 layers that truly differentiates a cognitive system from a simple prompt-driven agent.
The 5 Layers of the Cognitive Stack
01
Agentic Architecture (AOPD)
The Brain
At ShiftAI, we use systems engineering, not improvisation.
- IntentSpecs: deterministic objectives
- PerceptionSpecs: what the agent sees
- ActionSpecs: autonomy perimeter
- Agent Interaction Graphs (AIG)
- Cognitive protocols
- Classic agents
- improvisation
- ShiftAI agents
- specified, tested, governed behavior
02
Industrial RAG
The Memory
We create indisputable business memory.
- Hybrid indexing: semantic + lexical
- Business Knowledge Graphs
- Forced citations
- Access Control Layer
- Classic agents
- hallucinate
- ShiftAI agents
- reason on sourced facts
03
ShiftGuard
The Shield
Trust is not a module: it's an architecture.
- Compliance Engine
- AI Act Ready
- Semantic Firewall
- consistency control
- HITL Orchestrator
- human supervision
- Cognitive Audit Log
- total traceability
- Classic agents
- risky
- ShiftAI agents
- governed by design
04
Orchestration & Execution
The Arms
Our systems know how to plan, cooperate, and act.
- Multi-agent coordination
- Hand-off management
- Dynamic planning
- Actions on real systems
- Secured APIs
- Classic agents
- conversations
- ShiftAI agents
- audited real actions
05
CogOps
The Pulse
ShiftAI agents don't age. They improve.
- Confidence rate
- Explainability
- Cognitive drift
- Cost
- Time
- Success
- Semantic testing
- Progressive deployment
- Versioning
- Classic agents
- age
- ShiftAI agents
- improve
R&D - The Ultimate Differentiation
We don't talk about agents.
We live with them.
Our internal tools surpass almost all of the market.
Auto-Architect
Automatically generates preliminary IntentSpecs and AIG.
The Board Room
A strategic committee of agents (CEO, CTO, CFO, CMO) orchestrated by a Chairman.
The Agentic Production Chain
Our developers no longer code. They supervise a line of coder, tester, and auditor agents.
We use internally what we deploy at your site.
That's what a deeptech is.
AI is not bought.
It's architected.
To understand how to move from "GPT + script" to an Agentic Enterprise, let's talk with a ShiftAI architect.