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Case study · Reporting & Dashboards

Market analysis and trading assistance, from raw data to a distributed verdict, with no manual work.

Designed and built in-house, this financial asset analysis system supports trading decisions on crypto markets. Above all it demonstrates orchestration expertise: a complete chain that collects market data (quotes, structural indicators, on-chain signals, fundamentals), has several specialized AI agents reason over it, settles on a directional recommendation, lays out the report and distributes it, with no manual step between raw data and delivered decision.

5 pillars
Scoring dimensions
Weekly
Execution cadence
HTML + PDF
Report formats
0 clicks
Manual intervention

01 The pipeline, end to end

Five steps orchestrated in a chain. Each produces a clean deliverable consumed by the next. No human handover, no manual export.

01

Collection

Multi-source ingestion: quotes, structural indicators, on-chain signals, fundamentals.

02

AI analysis

A suite of AI agents scores each asset on five independent dimensions.

03

Verdict

Weighted synthesis into a global score and a directional verdict.

04

Reports

Automatic generation of an interactive HTML report and a printable PDF version.

05

Delivery

A card published to a Discord channel and indexed in the centralized real-time dashboard.

Collection
Data sources are polled on a scheduled trigger or on demand. Nothing is typed by hand: market feeds, structural indicators and complementary signals arrive in one normalized format, dated and versioned by analysis week.
Analysis
A suite of specialized AI agents processes each asset, pillar by pillar (project, traction, filters, fundamentals, technicals). Each agent produces a reasoned score and a short, verifiable justification.
Verdict
The five scores are weighted into a global score out of 100, turned into an actionable directional verdict. The decision engine is transparent: the report shows the detail that leads to the verdict.
Reports
Two deliverables are generated simultaneously: an interactive HTML report (overview, fundamentals, technicals, trade plan) and a PDF version for archiving and offline sharing. Layout, charts and radar are produced automatically.
Delivery
A summary card is published to a Discord channel with verdict, score, type and links to the reports. In parallel the analysis is indexed in a real-time dashboard with filters (type, verdict, week), search and a radar profile per asset.

02 The deliverables the chain produces

Two automatic outputs fed by the same run. Identifiers visible in the screenshots have been masked to preserve confidentiality.

Centralized real-time dashboard

Analysis base, type / verdict / week filters, radar view
Centralized dashboard listing every analysis the chain has produced, with counters (total, average score, verdicts) and a card grid per asset.

Technical analysis report

Example: Venice Token, structure, momentum, key levels
Automatically generated technical analysis report for the Venice Token: market structure, momentum, volumes and key levels.

03 A concrete case, from report to execution

To make the demonstration tangible, here is a complete case on the SOI token. The same chain produced the report below, which then served as the basis for a real market position.

01

The full analysis, as the platform produces it

The report covers fundamentals, technical structure, momentum, on-chain signals and the trade plan. Browse the tabs freely to see the level of detail produced automatically.

Open the full SOI report
02

The strategy applied to the market

Based on the report verdict, the strategy was executed on TradingView. The screenshot below shows the entries, exits and associated risk management.

SOI on TradingView, strategy applied

Positions, exits and risk management
TradingView screenshot of the SOI token showing the positions, exits and risk management derived from the analysis report.

04 The technical stack involved

No proprietary building blocks, no locked-in dependencies. Everything stays maintainable in-house, brick by brick.

n8n orchestration Specialized AI agents Multi-pillar scoring HTML generation PDF export Discord webhook Real-time dashboard Versioned analysis base Scheduled triggers
The expertise on display

Thinking process before tool.

This project is not yet another analysis tool, it is a demonstration of a chain. The visible work is not finance, it is end-to-end automation: getting several AI agents to talk to each other, formalizing their output into structured deliverables, and guaranteeing delivery on the right channels, in the right format, at the right time. This is the kind of orchestration we know how to build and maintain for business processes of any kind.

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