At Uclic, we spend our days doing one thing: turning messy, manual business processes into clean, scalable AI workflows that ship fast and deliver ROI from day one.
No hype. No endless POCs. No “AI Lab” theatre.
Just real systems used every day by real teams — sales, ops, content, acquisition, support.
Here’s what that looks like in practice.
🧠 From Chaos to Custom AI: Our Engineering Playbook
Every project starts the same way:
we map the operational bottleneck, isolate the decision points, and design an AI-first workflow around it.
Our stack is simple and brutally efficient:
Next.js + Supabase for the product layer
n8n as the backbone for automation and orchestration
OpenAI / Claude for reasoning and content generation
Custom scrapers for real-world, up-to-date data
Vector DB + embeddings for memory and context
Slack / email / CRM webhooks for signals and routing
No over-engineering, no fragile architectures, no vendor lock-in.
Just tools that scale and can be debugged by a human.
⚙️ Real Use-Cases We Ship Every Week
These are not concepts — they’re in production:
- AI-powered outbound engines
Scraping + enrichment + persona modelling + message generation + multichannel orchestration.
- Internal automation copilots
Agents that triage tickets, summarize threads, analyze logs, or prepare briefs for teams.
- Content pipelines for SEO / media
LLM rewriting, fact-checking, HTML structuration, internal linking, queue management.
- Operational workflow AI
Agents that decide the next best action based on data, not rules or intuition.
- Data-layer intelligence
Real-time scoring, qualification, routing, enrichment and anomaly detection.
If there’s a repetitive process, we automate it.
If there’s a decision tree, we augment it with AI.
🚀 Our Philosophy
We don’t build “AI features”.
We build AI systems that replace hours of human work.
We don’t promise “10x”.
We deliver 20h saved per week, per person — measurable, provable.
We don’t sell magic.
We ship workflows.
📬 Want the Workflows?
I publish some of our internal n8n templates here:
👉 https://www.uclic.fr/
If you want more breakdowns or want me to open-source a specific one, drop a comment.
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