Applied AI product studio

We build dependable AI software for complex, regulated environments.

NOVARCH LIMITED designs, ships, and scales software products where transparency, reliability, and operational readiness are non-negotiable.

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Based in Dublin

Applied AI

Product studio

Key facts

Registered office Dublin 1, Ireland
Directors Florian Fredouille & Mathieu Chevre
Expertise Applied AI, cloud, data platforms
Approach Rapid experiments, invest in what proves out

Company overview

Product studio building AI-driven software with enterprise-grade standards.

We originate and develop multiple software initiatives in parallel, concentrating capital and talent on the ones that demonstrate meaningful customer pull and operational viability.

Problem

Enterprises need AI products they can trust in production, not just in demos.

Many AI pilots stall before going live because they lack governance, resilience, or a clear economic model. Institutions need solutions that respect data boundaries, withstand audits, and scale without surprises.

Solution

Software products that pair applied AI with operational discipline.

We design for observability, control, and measurable outcomes from the first release.

Applied intelligence

Decision and workflow automation with human oversight, clear data lineage, and transparent outputs.

Retrieval-augmented intelligence with governed sources
Evaluation harnesses to keep models accountable
Latency- and cost-aware delivery paths

Resilient platforms

Cloud architectures designed for uptime, observability, and controlled data movement.

Zero-trust posture with end-to-end encryption
Adversarial testing to surface weak points early
Operations guided by service level objectives

Market-ready packaging

From prototype to product: pricing, onboarding, compliance alignment, and customer support.

Analytics to track adoption and unit economics
Billing, entitlements, and access governance
User experiences designed for quick rollout

Market & positioning

Serving teams that must ship AI with accountability.

We work with regulated and operations-heavy sectors where AI must be transparent, supportable, and auditable: financial services, advanced manufacturing, logistics, and safety-critical workflows.

Execution approach

Structured delivery from discovery to scale.

A repeatable path that keeps risk visible and momentum high.

Discover

Identify high-value use cases, data constraints, and measurable signals for success.

Use-case framing

Validate

Prototype quickly with users, test feasibility, safety, and compliance impacts.

Proof points

Harden

Stand up target architecture, data pipelines, testing, observability, and runbooks.

Industrial foundation

Scale

Allocate capital and teams to the products that outperform; retire or recycle the rest quickly.

Selective investment

Roadmap

What we are building now.

Active initiatives are focused on productionizing applied AI for controlled environments.

Q2: Launch of a governed retrieval and decision-support layer for regulated teams.
Q3: Expansion of observability and cost controls for AI-heavy workloads.
Q4: Customer onboarding toolkit with billing, access governance, and support playbooks.

Contact

Connect with the directors.

Discuss diligence, partnerships, or how we can align with your roadmap.

Message Florian Message Mathieu

Registered address

Venture Hub
136 Capel Street
Dublin 1, Dublin
D01 T2C9, Ireland

Leadership

Directors with aerospace and enterprise delivery background.

Leadership with experience delivering complex systems for organizations such as Airbus and scaling digital products in enterprise settings.

Florian Fredouille

Co-founder & Director. Engineering leader with aerospace experience; advocates for measurable quality gates in AI systems.

Mathieu Chevre

Co-founder & Director. Product-focused technologist with a history of launching and scaling digital platforms.