Calab.aiCalab.ai
AI Factories For Enterprise

We Build AI Factoriesfor Enterprise.

Transforming legacy operations through generative AI. NeuralOps is Calab.ai's enterprise AI operating system for turning ideas into governed, production-grade solutions.

Trusted by
10×
Throughput Scalability
90%+
Operational Accuracy
Cost vs Human Processing

Benchmarks reflect typical gains across enterprise AI and automation studies.

What Is An AI Factory?

A repeatable system for turning enterprise ideas into production.

Most organisations already have the use cases. What they lack is a governed mechanism for discovery, prioritisation, design, build, and deployment. An AI Factory closes that gap. Not pilots. Not proofs of concept left in slide decks. Running systems, inside your cloud, delivering measurable outcomes.

The problem

Ideas exist. They are not captured.

Every enterprise has teams with workflow, automation, and AI ideas. Most never enter a structured delivery system, so value stays buried in the business.
The gap

Pilots do not become operating capability.

Point solutions, isolated copilots, and vendor experiments create local wins, but they rarely establish the architecture or governance needed to scale.
Our answer

A governed operating model for continuous delivery.

NeuralOps provides the architecture, orchestration, and delivery chain to turn enterprise opportunities into live, production-grade systems inside your environment.
The AI Factory Pipeline

From idea to production, automatically.

NeuralOps powers a continuous delivery chain that discovers, prioritises, designs, builds, and ships AI solutions across the enterprise at a pace that traditional delivery models cannot match.

Automated Discovery

AI Analyst engages staff in real time to surface opportunities already sitting inside the organisation.

AI Analyst Agent
Opportunity Pipeline

Ideas are captured, structured, and enriched into a live enterprise pipeline of actionable opportunities.

Automated Capture
Strategic Prioritisation

Opportunities are scored against strategic objectives, risk posture, operating constraints, and expected value.

AI-Powered Scoring
AI-Leverage Design

Solution design is generated against your architecture standards, controls, and enterprise requirements.

Architecture-Grounded
AI-Leverage Development

POCs and delivery assets are assembled rapidly, then validated and hardened by experienced engineers.

Human-In-The-Loop
Rapid Productionisation

Solutions are deployed into your Azure tenant with governance, cyber, privacy, and platform patterns enforced from day one.

In Your Cloud
Foundational Layer
NeuralOps

Governance, orchestration, retrieval, deployment patterns, and delivery acceleration run beneath the full pipeline inside your own cloud environment.

Azure TenantBicep IaCGovernedAuditableScalable
Our Philosophy

Enterprise AI must be built to last. That means high code.

Low code is useful for individual productivity and simple workflows. Core operational processes require the engineering discipline of the systems they replace. The enterprise of the future will be built on high code because that is the only path to the speed, control, efficiency, and cost profile serious transformation demands.

Low Code
Personal productivity

Useful for individuals and lightweight tasks. Not sufficient for enterprise operating processes at scale.

The Analogy
DNA to Bicep

Just as DNA is the source code of a human, infrastructure as code is the source code of the environments we deploy into. Enterprise AI needs the same rigour.

High Code
Enterprise operating model

Governable, scalable, auditable, and cost-efficient. Built to run enterprise operations, not decorate isolated tasks.

Architecture-Led Delivery

NeuralOps is enterprise architecture, not software decoration.

NeuralOps acts as the operating layer between enterprise channels, knowledge sources, and execution systems. It integrates intelligence directly into the environment your organisation already runs, without introducing another disconnected platform.

Multi-enterprise channels
Mail · Chatbots · ServiceNow · Teams
Enterprise knowledge base
Documents · Datasets · Systems
Calab.ai
NeuralOps

Governance

Identity, access, policy enforcement, auditability, and control points aligned to enterprise standards.

Orchestration

Agent routing, workflow logic, coordination patterns, and execution control across systems and teams.

Knowledge

Retrieval pipelines that connect documents, datasets, applications, and structured enterprise memory.

Delivery

Reusable connectors, IaC patterns, engineering scaffolds, and deployment standards for faster productionisation.
Where It Applies

Built for enterprise systems, not isolated demos.

Infrastructure and operations

Agentic runbooks, incident support, platform analysis, and operational coordination at scale.

Applications and service layers

Embed governed AI into customer, employee, and internal service journeys without creating new silos.

Workflow transformation

Rebuild document-heavy, exception-heavy, and approval-heavy processes with orchestration and control.

Knowledge and decision support

Equip legal, finance, risk, and leadership teams with retrieval, synthesis, and real-time guidance.

AI Agents

AI agents for your enterprise.

Each agent is a digital coworker trained on your playbooks, systems, and governance. The AI Analyst is the front door to the AI Factory pipeline.

AI Analyst

A real-time voice agent that engages staff, surfaces opportunity signals, and powers the discovery layer of the AI Factory.

Pipeline Entry
Solution Design Agent

Transforms prioritised opportunities into architecture-aligned solution designs grounded in enterprise standards, controls, and delivery requirements.

Software Delivery Agent

Accelerates build and production preparation by assembling delivery assets, scaffolds, and implementation pathways for human-led validation.

Ecosystem Partners

Built with enterprise-grade ecosystem partners.

Microsoft
Microsoft

Secure Azure infrastructure, cloud-native deployment, and enterprise-grade controls.

OpenAI
OpenAI

Foundation models and advanced reasoning capabilities integrated into governed enterprise workflows.

UiPath
UiPath

Automation and orchestration layers that connect intelligent agents with operational execution.

Robocorp
Robocorp

Flexible robotic process patterns for complex enterprise environments and workflow automation.

KPMG
KPMG

Advisory and ecosystem alignment for enterprise transformation and scaled delivery outcomes.

Ready to move from experimentation to operating capability?

Ready to build your AI Factory?

Book a working session. We'll show you where your highest-value opportunities sit, how the NeuralOps pipeline operates inside your environment, and what week-one delivery looks like.