See it working before you commit to anything.
Mouliqe designs and builds AI, automation and data systems for small and mid-sized businesses. Pick the problem that sounds like yours, and try a working simulation of how I'd approach it.
What are you dealing with?
Our AI chatbot keeps making things up. Is it the model or the data?
AI Solutions & Architecture
Proper retrieval architecture with guardrails. The system says "I don't know" when it doesn't know, and your team reviews exceptions, not everything.
How I work on this →We have 3 years of data in spreadsheets that nobody trusts.
Data Engineering & Infrastructure
One warehouse, automated pipelines, a single source of truth. Reports generate themselves, and the numbers match everywhere.
How I work on this →My team spends 20 hours a week manually pulling reports.
Analytics & Business Intelligence
The dashboard flags the variance before anyone asks for it. Your analyst works on strategy, not firefighting.
How I work on this →We built a proof of concept that worked. Production broke everything.
AI Solutions & Architecture
Usually the issue is in the architecture layer: poor context management, missing guardrails, no output validation. I find the root cause and fix it, often without replacing the model.
How I work on this →Our numbers never match across teams. Nobody knows which report is right.
Data Engineering & Infrastructure
The plumbing that gets your data from where it lives to where it's useful. When numbers don't match across tools, that's a data engineering problem.
How I work on this →Does my business actually need AI?
Maybe. Maybe not.
Many businesses don't need AI. They need better data infrastructure, automation, or a well-designed workflow. I'll tell you which one applies to you.
Read more about this →Simulations built from real patterns.
Each one runs entirely in your browser, with sample data. Nothing you type leaves the page.
Right-Sized AI
Rules, a small model, Jev and a big chatbot answer the same request, with the monthly cost of each.Try it → AI demoRAG Pipeline Explorer
How a question becomes a grounded answer, step by step.Try it → AI demoAgent Workflow Simulator
Five business tasks, five agent architectures, with the tool calls logged.Try it → AI demoDocument Intelligence Pipeline
An invoice, contract or report, parsed into JSON and summarized.Try it → AI demoAI Security & Guardrails
A prompt through the guardrails, then the same prompt with them off.Try it → AI demoAI Cost Simulator
Monthly AI cost as RAG, caching and model routing are applied.Try it → AI demoSupply Chain Intelligence Engine
Sample market signals through a hybrid engine: models do the math, AI does the reasoning.Try it → AI demoAnomaly Detection Dashboard
Statistical baselines, then the anomalies simple thresholds miss.Try it → Data demoData Quality Scanner
Rule-based checks that score every column of a CSV.Try it → Data demoETL Pipeline Simulator
Extract, validate, clean, transform and load, row by row.Try it → Data demoKPI Dashboard Builder
A CSV in, an interactive dashboard out.Try it → Data demoData Migration Planner
Schemas mapped, risks flagged, and a phased plan.Try it →Answer 3 questions. See your architecture.
Get an AI and data architecture mapped to your situation, with toggles that show what happens when you cut corners. 63 pathways.
Let's figure out what you actually need.
Every engagement starts with a free discovery call: 30 minutes on Google Meet, no pitch.
Book a Discovery Call