Enumalon — AI boutique agency, artificial intelligence consulting

ENUMALON

AI in production. Not in PowerPoint.

AI boutique agency. Strategy, autonomous agents, rapid prototyping. Seniors in charge.

Philosophy

One name, three origins

ENUMALON
Enūma 𒂊𒉡𒈠 Akkadian: "When..." The beginning
Mellon μέλλον Ancient Greek: "The future" What is yet to come

When the future begins. Every client engagement starts from this question: what is possible now, and what will be possible in 6 months?

Fred Volle — CPTO, 20 years in production

Systems architecture, cloud, mobile, AI. Four technology cycles lived through — not observed from a conference room. Today: LLMs, autonomous agents, MLOps pipelines.

The gap between a slide deck and production is a pipeline failure at 3am. That's where experience matters.

Fine-tuning, RAG, multi-step agents

We name things precisely. Not "generative AI" as a buzzword: model fine-tuning, RAG with vector indexing, multi-step agents with memory and tool access. Technical precision is what separates an impressive POC from a product that holds in production.

AI UX is a topic few AI agencies address. When should an agent show its reasoning? When should it hide it? How do you make AI useful without being patronizing? These choices determine whether your users adopt the product or abandon it.

Seniors do the work.

AI boutique agency. Every project is driven by the founders, not delegated to junior staff behind the scenes. The team is in the code, in the specs, in the production reviews.

28 specialized AI agents cover the full chain: strategy, design, development, testing, security, deployment. They amplify the team's capacity. They do not replace human expertise.

Clients in production

Not case studies. Products that run.

Swapli.ma

Ticket resale marketplace.
Product architecture, technical leadership, scaling.

CPTO

Legaleo.ai

AI LegalTech for lawyers and legal professionals.
RAG pipeline, agent architecture, production.

CPTO

28 AI agents. 6 domains. Every project.

AI is not what we sell. It's what we use to work.

Strategy

Scoping, competitive analysis, information architecture, roadmap

Design

User research, flows, wireframes, art direction

Development

Frontend, backend, APIs, integrations. Code reviewed continuously.

Quality

Automated tests after each commit. Smoke tests. Systematic code review.

Security

Secrets scanning, endpoint audit, pre-deployment review. Zero shortcuts.

Deployment

Technical SEO, analytics, production release, post-deploy monitoring

Strategy
Design
Dev
Quality
Security
Deploy

This website was built by this pipeline. From strategy to deployment.

Services

Six areas of expertise. One senior team. No subcontracting.

AI Strategy

Audit your organization's AI potential. Identify high-value use cases. Build an implementation roadmap aligned with your goals and budget.

  • AI and data maturity audit
  • Priority use cases with estimated ROI
  • Technical and organizational roadmap
  • Stack and model recommendations

Fractional CPTO

A senior technical and product director embedded in your team, without the full-time hire. Architecture, dev leadership, technical decisions. Fred already fills this role for two startups in parallel.

  • Product architecture and technical choices
  • Engineering team leadership
  • Long-term product vision, sprint execution
  • Technical recruiting and team growth

Data Strategy & Governance

Structure your data to extract value from it. Data maturity diagnostic, architecture, governance, pipelines. From raw collection to informed decisions.

  • Data maturity diagnostic
  • Data warehouse or lakehouse architecture
  • Data pipelines and monitoring
  • Governance, quality, GDPR compliance

Prototyping & AI Development

From concept to working prototype in 3 to 6 weeks. AI-native architecture, integration with your systems, progressive deployment.

  • Working prototype in 3-6 weeks
  • AI-native architecture (agents, RAG, pipelines)
  • Integration with your existing systems
  • Progressive deployment, open source, zero lock-in

Automation & AI Workflows

Turn manual processes into autonomous pipelines. Document processing, business workflows, specialized agents. Full integration with your tools.

  • n8n, Make, or custom workflows by context
  • Autonomous AI agents for repetitive tasks
  • Integration with your existing tools (CRM, ERP, email)
  • Monitoring, alerts, maintenance included

AI Training & Knowledge Transfer

The goal is for you to no longer need us. Training your teams, complete documentation, knowledge transfer. Real autonomy, not dependency.

  • Hands-on AI workshops for technical and business teams
  • Complete and transferable documentation
  • AI governance and internal best practices
  • Post-engagement support (3 months included)

What sets us apart

No slide decks. Systems in production. A 50-page audit does not keep a pipeline running at 3am.

We speak two languages: the CTO's and the board's. Both in the same conversation. No approximate translation required.

Rapid prototyping with the best current models to prove value. Then optimization: open source, local deployment, specialized models. Your data stays with you.

Technical sovereignty

Cloud or on-premise. The code is yours. The data too. Zero vendor dependency.

Cloud → Local Your data, your infrastructure

Short cycles

Working prototype in 3 to 6 weeks. Value is proven before the heavy investment.

3–6 weeks from concept to prototype

Progressive investment

Start small. Measure. Extend what works. No €200K big bang without proof.

-80% cost reduction after model optimization

Let's talk concretely

First conversation free. Response within 24 hours.

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