ShiftAI
Cognitive 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.

ArchitectureCoordinationMemorySecuritySupervision

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)

1

Agentic Architecture (AOPD)

the Brain

2

Industrial RAG

the Memory

4

Orchestration & Execution

the Arms

5

CogOps

the Pulse

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

Discover ShiftGuard

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.

Internal Tool

Auto-Architect

Automatically generates preliminary IntentSpecs and AIG.

Proprietary

The Board Room

A strategic committee of agents (CEO, CTO, CFO, CMO) orchestrated by a Chairman.

In Production

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.