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Founder-led AI architecture studio

AI architecture for products that deliver results in the real world.

CorLuca helps product leaders and operational teams design, build, and govern production-ready AI products, SaaS platforms, and intelligent workflows.

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  • 28+ years building production software
  • Enterprise SaaS and integration depth
  • Strategy through implementation
  • Direct founder involvement

Where CorLuca creates leverage

Built for teams at an architecture decision point.

The work is most valuable when product direction, system design, governance, and delivery can no longer be decided separately.

Illustrative layered architecture connecting governed inputs, intelligence services, and operational systems
Illustrative architectureBusiness rules, intelligence, controls, and operations designed as one production system.

Where initiatives stall

AI initiatives fail between the prototype and the operating model.

  1. 01Promising prototype, no production architecture
  2. 02Fragmented workflows and disconnected systems
  3. 03AI features without evaluation or governance
  4. 04SaaS concept without a scalable product model
  5. 05Automation that creates new exceptions and risk
  6. 06Teams without senior AI architecture leadership

Architecture-led services

From consequential decisions to production systems.

Strategy and delivery stay connected in one senior-led practice.

01

AI Architecture and Readiness

Decide where AI belongs, what the system requires, and how to move from opportunity to a governed implementation roadmap.

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02

SaaS Product Architecture

Design the product, domain model, multi-tenant platform, AI capabilities, integrations, and delivery plan as one system.

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03

Intelligent Workflow Systems

Redesign fragmented operations with deterministic automation, AI assistance, human approvals, and auditable orchestration.

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04

Forward-Deployed AI Engineering

Embed senior architecture and hands-on engineering with customer teams to discover, build, deploy, and improve production AI systems.

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05

Fractional AI Leadership

Add senior architecture governance, roadmap direction, design review, and executive communication without the hiring delay.

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Supporting capability

Strategy and architecture are carried through product experience, interface design, technical storytelling, and launch.

Product Experience and Launch

Operating principle

Build the right system, not the trendiest one.

  • Deterministic software handles predictable rules.
  • AI handles ambiguity, interpretation, and assistance.
  • Humans govern consequential decisions.
  • Evaluation, security, and fallback behavior make it operational.
Illustrative architecture model: business rules, data, and connected systems pass through a governed intelligence layer before human-approved operational outcomes.

How CorLuca works

Evidence before scale. Production discipline from day one.

Each stage reduces a different category of uncertainty while keeping the business outcome connected to delivery.

  1. 01

    Discover

    Clarify business outcomes, users, constraints, data, systems, and risks.

  2. 02

    Architect

    Define boundaries, workflows, models, integrations, governance, and operating costs.

  3. 03

    Prototype

    Validate the highest-risk assumptions before committing to a full build.

  4. 04

    Build

    Deliver production software with testing, deployment, monitoring, and documentation.

  5. 05

    Operate

    Measure outcomes, improve models and workflows, control cost, and manage change.

Selected architecture work

Complex systems, presented with clear provenance.

Every example identifies whether it comes from professional experience, CorLuca client work, or a conceptual reference architecture.

Professional experience

From an 11-hour integration process to a scalable bulk-processing architecture

An architecture-led redesign of high-volume data movement, operational controls, and delivery reliability.

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Conceptual reference architecture

PatchLight: governed vulnerability intelligence

A system model for evidence-grounded infrastructure decisions, policy memory, and auditable human oversight.

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Conceptual reference architecture

Multi-tenant AI SaaS architecture

A production-oriented reference for tenancy, authorization, model access, evaluation, observability, and cost controls.

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Francis Bellocchio, founder and AI architect at CorLuca
Francis Bellocchio · Founder and AI Architect

Founder-led architecture practice

Architecture shaped by engineering, product, and visual systems thinking.

CorLuca was founded by an enterprise SaaS integration leader and product engineer with more than 28 years of experience across software architecture, full-stack development, deployment systems, UX, photography, and visual communication.

About the founder and practice

Architecture before expensive assumptions

Bring the difficult decision. Leave with a clearer next step.

Share the outcome, the current system, and the constraints. CorLuca will identify whether the useful next move is an architecture blueprint, a focused sprint, production delivery, or a different path.

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