AI-Powered Software Engineering · Iberian Peninsula

Transforming Software
Engineering with
Agentic AI.

IBERCABLE delivers production-grade Agentic AI systems, world-class Software Engineering squads and cutting-edge World Models — built from the heart of the Iberian Peninsula for the global market.

Agentic AI
Software Engineering
World Models
LLMs & Generative AI
Agentic AI Systems
Software Engineering Squads
World Models
Generative AI
Large Language Models
Code Generation
Multi-Agent Orchestration
Iberian Peninsula
Production-Grade AI
Context-Aware Systems
Agentic AI Systems
Software Engineering Squads
World Models
Generative AI
Large Language Models
Code Generation
Multi-Agent Orchestration
Iberian Peninsula
Production-Grade AI
Context-Aware Systems
About IBERCABLE

Three pillars.
One integrated platform.

Based in the heart of the Iberian Peninsula, IBERCABLE combines regional insight with global technological leadership — delivering AI systems that actually ship outcomes, not just demos.

🤖

Agentic AI

Autonomous agent systems that plan, act, and learn in production. Multi-agent squads with shared memory, tool use, and replayable audit trails — engineered to outperform single-model solutions at every scale.

⚙️

Software Engineering

AI-accelerated engineering squads following the Spotify model — Front-end, Back-end, QA, Scrum Master, Product Owner — shipping features end-to-end with traceable, observable workflows.

🌐

World Models

Internal representations of system dynamics, domain knowledge and causal structure — enabling AI agents to reason, plan and simulate before they act. The foundation for truly intelligent software systems.

🌍

Why IBERCABLE: We combine the engineering rigour of global AI labs with deep Iberian market knowledge. Our systems are built for production — not just prototyped — and deliver measurable outcomes from day 30 onwards.

Agentic AI

From prompts to agents.
From answers to outcomes.

Agentic AI is the next frontier: autonomous systems that perceive context, plan multi-step actions, call tools, and collaborate in squads — delivering results a single LLM never could.

What changes with Agentic AI

Squads, not prompts. Outcomes, not answers.

Single LLMs are brilliant in isolation but fail the moment a workflow crosses a boundary — a database, an API, a hand-off to a colleague. IBERCABLE's agentic systems are designed around roles, shared memory, and native tool mediation from the ground up.

  • Specialised roles — each agent owns a clearly defined function
  • Durable shared memory — context persists across the entire squad
  • Tool grounding — APIs, databases, code execution, file systems
  • Observable runs — every decision is traced, replayable and auditable
  • SDK-agnostic — OpenAI Agents SDK, CrewAI, AutoGen, your choice
Agentic squad — live run
ORK
Orchestrator
Plans tasks, delegates to agents
Running
MEM
Memory Agent
Shared context, episodic retrieval
TOOL
Tool Agent
APIs, databases, code execution
EVAL
Eval Agent
Checks outputs against golden suite
92%+
AUD
Audit Agent
Traces, replay, compliance log
Without Agentic AI

Single LLM

  • One prompt, one answer — no follow-through
  • Context lost between sessions
  • Cannot call tools or external systems autonomously
  • No audit trail — hard to explain decisions
  • Fails at complex, multi-step tasks
IBERCABLE Agentic AI

Agent Squad

  • Roles, hand-offs and goals designed in
  • Shared, queryable memory across the squad
  • Native tool mediation — REST, SQL, code, files
  • Replayable runs — every step traced and auditable
  • Complex workflows completed end-to-end
Software Engineering

AI-accelerated engineering.
Ship faster. Ship better.

IBERCABLE builds AI-powered engineering squads that automate the routine, amplify the creative, and ship production-grade code — from feature inception to deployment, end-to-end.

Generative AI for Developers

Code generation, completion and review — at scale.

Our Generative AI layer accelerates every phase of the software development lifecycle. From intelligent code completion and context-aware documentation to automated PR reviews and architecture suggestions — IBERCABLE compresses delivery timelines without sacrificing quality.

  • Intelligent code completion across any language or framework
  • Automated test generation and coverage analysis
  • Context-aware documentation that stays in sync with the code
  • Architecture assistant — patterns, trade-offs, dependency graphs
Spotify-model engineering squad
FE
Front-end Agent
UI components, state, accessibility
BE
Back-end Agent
APIs, services, data, auth
QA
QA Agent
Test plans, coverage, regressions
SM
Scrum Master Agent
Cadence, blockers, ceremonies
PO
Product Owner Agent
Backlog, story slicing, value
Outcome

Shipped feature increment per sprint with traceable hand-offs and review artifacts.

LLM-Powered Development

Large Language Models at the core of your dev toolchain.

IBERCABLE integrates advanced LLMs directly into your development environment — enabling intelligent code completion, deep documentation, natural-language queries over your codebase, and seamless CI/CD augmentation. We select and fine-tune the right model for each task.

  • Natural-language queries over your entire codebase
  • Automated PR descriptions, changelogs and release notes
  • Security audit agents — OWASP, CVE, dependency scanning
  • CI/CD pipeline intelligence — flaky test detection, root cause analysis
Development pipeline — AI-augmented
1
Natural language → code spec
LLM
2
Intelligent code generation
Codegen
3
Automated test suite creation
QA Agent
4
AI-powered PR review & merge
Review
5
Deploy + live monitoring agents
Prod
World Models

Beyond prediction.
Towards genuine understanding.

World Models are AI systems that build internal representations of how the world works — enabling agents to reason, plan and simulate before acting. They are the difference between an AI that reacts and one that thinks ahead.

What are World Models?

Internal maps of system dynamics, causality and knowledge.

Traditional LLMs predict the next token. World Models learn the underlying structure of a domain — the entities, the relationships, the causal rules, the constraints. This enables software agents to plan long-horizon tasks, anticipate side-effects, and explain their reasoning at every step.

IBERCABLE applies World Models across software systems, industrial processes, clinical environments and business operations — giving agents the situational awareness to act intelligently rather than reactively.

  • Causal reasoning — understand why, not just what
  • Simulation before action — agents plan without risking production
  • Explainability — every agent decision traceable to its world model
  • Domain transfer — one world model, many downstream tasks
World Model layers
🧱
Entity Layer

Objects, actors and assets — what exists in the domain

🔗
Relation Layer

Connections, dependencies and structural rules

Causal Layer

If-then dynamics, side-effects and temporal flow

🔮
Planning Layer

Simulate, evaluate and select optimal action sequences

📖
Provenance Layer

Every claim traced to source — full explainability

🔄
Adaptation Layer

Model updates online as domain conditions change

💡

IBERCABLE's World Model approach: We integrate Knowledge Graphs (OWL 2, RDF, SPARQL, SHACL) with neural World Models to give agents shared meaning across vendors, reasoning beyond token prediction, and cross-domain reuse from a single ontology spanning software, industrial and clinical squads.

Capabilities

What we build
for your domain.

From enterprise software squads to industrial IoT, from clinical AI to semantic knowledge exchange — every capability runs on the same IBERCABLE core.

Software Engineering Squads

AI-native engineering teams structured on the Spotify model. Five specialised agents — Front-end, Back-end, QA, Scrum Master, Product Owner — ship full features end-to-end with traceable, observable, replayable workflows.

Outcome

Feature increment per sprint. From natural-language brief to deployed code — AI-accelerated, human-reviewed, audit-ready.

Five-agent engineering squad
FE
Front-end
Components, state, a11y
BE
Back-end
APIs, services, data, auth
QA
QA
Tests, coverage, regression
SM
Scrum Master
Cadence, blockers
PO
Product Owner
Backlog, slicing, value

SME Automation Platform

The first agentic platform purpose-built so small and medium enterprises compete with enterprise technology — at SME prices. Agents attend every lead 24/7, connect your CRM, channels and back-office, and learn with every interaction.

Outcome

100% lead coverage · WhatsApp, web, email · CRM auto-fed · credits and subsidies automated · live dashboard from day one.

SME agent stack
LEAD
Lead Agent
Qualifies, attends & converts 24/7
Live
CRM
CRM Connector
Feeds Salesforce, HubSpot, Zoho
CHAN
Channel Agent
WhatsApp · Web · Email · Voice
DASH
Dashboard Agent
Live KPIs, leads attended, revenue

Industrial IIoT & Renewables

Four Smart Factory agents mediating OT protocols (OPC-UA, MQTT) for wind and solar platforms. Live fleet visibility, autonomous derating and closed-loop control — without bespoke gateways or manual integration.

Outcome

Real-time renewable fleet visibility, autonomous set-point control, and full audit trail across every OT system.

IIoT agent squad
TEL
Telemetry Agent
Reads sensors, tags & PLC data
OPC-UA
AST
Asset Agent
Models turbines, inverters, BoP
OPC-UA
CTL
Control Agent
Pushes commands & set-points
MQTT
EDG
Edge Orchestrator
Pub/sub, QoS, retries
MQTT

Clinical AI — Hospital Squad

Six agents orchestrating a clinical encounter with the patient at the centre. Mediates FHIR/HL7, hospital ERP, imaging PACS, lab systems and voice dictation — records auto-updated, audit trail by default, EU AI Act compliant.

Outcomes

Faster safer triage · Coordinated care plans · EHR auto-updated · Family comms drafted · Full audit trail.

Clinical squad
DR
Doctor Agent
Diagnosis & treatment plan
FHIR
N1
Nurse Agent 1
Vitals & medication
N2
Nurse Agent 2
Triage & follow-up
A1
Assistant 1
Scheduling & records
A2
Assistant 2
Logistics & supplies

World Model Engine

IBERCABLE's World Model Engine gives every agent squad a shared internal representation of its domain. Built on OWL 2 ontologies, RDF knowledge graphs and causal neural networks — agents reason, simulate and plan before acting.

Value

Agents that understand context, anticipate consequences and explain their decisions. Shared meaning across vendors, domains and squads.

Semantic stack
OWL
OWL 2
Reasoning over classes, properties & axioms
RDF
RDF / RDFS
Universal triples & schemas
SPQ
SPARQL
Graph-native knowledge queries
SHC
SHACL
Validation & data integrity rules
WMN
Causal Neural Model
Simulate, plan, anticipate side-effects
Performance

Outcomes measured.
Every metric from day one.

Every squad is observable. Every outcome is on a live dashboard — not buried in a slide deck.

Lead Coverage
100%
of inbound leads attended across all channels, 24/7
First Response
<60s
across WhatsApp, web, email and voice channels
Time to Production
30d
from first prototype to measurable production outcome
Eval Pass Rate
>92%
on golden eval suite across all deployed squads
Platform Uptime
99.5%
SLO for all production agent systems
Dev Velocity
feature delivery speed vs. traditional engineering teams
Technology

The stack behind
every IBERCABLE system.

SDK-agnostic by design. Pick the framework and LLM that fit the job — IBERCABLE handles the orchestration, memory, mediation and observability.

Agent Frameworks
OpenAI Agents SDK CrewAI AutoGen LangGraph
LLMs — Any Provider
GPT-4o Claude Gemini Llama Mistral Qwen
World Model / Knowledge
OWL 2 RDF/RDFS SPARQL SHACL
Protocols
OPC-UA MQTT FHIR/HL7 REST gRPC
Our roots. Our edge.

Built in the Iberian Peninsula.
Engineered for the world.

IBERCABLE combines deep regional market knowledge with globally competitive AI engineering — a rare combination that makes our solutions both technically excellent and contextually grounded.

🌍 Regional Intelligence

Deep understanding of Iberian and Latin American business processes, regulatory environments and market dynamics — built into every system we deliver.

⚡ Global Tech Leadership

World-class AI engineering aligned with the latest advances from leading AI labs — OpenAI, Anthropic, Google DeepMind, Meta AI — deployed in production systems.

🛡️ Compliance by Default

EU AI Act compliant from day one. GDPR, FHIR, and industry-specific regulatory mappings built in — not retrofitted. Audit trails in every system we ship.

🚀 Prototype to Production in 30 Days

A prototype that wows by day 1. A measurable production outcome on a live dashboard by day 30. No vapourware, no endless pilots — just outcomes.

Roadmap

Where IBERCABLE
is headed.

Each milestone expands the platform's capability and compound value — from first squads in production to a fully autonomous, self-improving AI engineering ecosystem.

Q1

Software Engineering Squad — Production

Spotify-model squad live with five agent roles, traceable hand-offs and per-sprint shipping increment.

Q2

World Model Engine — Beta

OWL 2 ontology + causal neural model layer available across all squads. Agents reason before acting.

Q2

SME Automation Platform — First Pilots

First SME client live — 100% lead coverage, CRM auto-fed, live dashboard from day one.

Q3

IIoT & Renewables — Field Deployment

OPC-UA + MQTT bridges deployed in a live wind/solar facility. Autonomous derating and control active.

Q3

Clinical AI — Hospital Pilot

FHIR/HL7 mediation live. Care coordination agents active in a partner hospital — EU AI Act compliant.

Q4

Squad Marketplace & Open-LLM Mix

Reusable squad templates on the marketplace. 55/45 open/closed LLM mix, bending the inference cost curve quarter on quarter.

Get in touch

Ready to engineer
your AI future?

Talk to the IBERCABLE team — we'll map the right squad, the right models, and the right outcome for your domain.