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How We Shipped a Full-Stack Compliance Platform in One Afternoon

A deep dive into how Synq's 7-agent crew built Synco — 133 files, 16K lines of code, 3 government data sources — in a single session.

Case StudyFebruary 28, 20267 min
ByHamza Mounir· Co-Founder
Case StudyAI AgentsComplianceFastAPINext.js

A client approached us with a straightforward brief: build a tool that monitors Belgian company compliance across three government data sources — KBO (company registry), Staatsblad (official gazette), and NBB (national bank filings). The traditional quote from agencies: €5K–15K and 2–6 weeks.

We pointed our Synq crew at it. Here's what happened.

The Brief

Belgian companies face complex compliance requirements across multiple government databases. Checking a single company's status means manually navigating three separate portals — each with different APIs, formats, and update schedules. Our client needed a unified view.

The Agent Crew in Action

Seven specialist agents worked in parallel, coordinated by Synq's orchestration layer:

1. Architect

Designed the domain model first — Company, Publication, Filing, and Mandate entities. Chose a clean architecture with clear separation between data clients and business logic. Decision: SOAP for KBO (their only API), web scraper for Staatsblad (no API), REST for NBB.

2. Backend Engineer

Built three async data clients in Python — a SOAP client for KBO, a web scraper with retry logic for Staatsblad, and a REST client for NBB's financial filings API. Created a reconciliation engine that cross-references data across all three sources. FastAPI endpoints with proper error handling and rate limiting.

3. Frontend Engineer

Shipped a Next.js 15 + React 19 dashboard with shadcn/ui components. Real-time search across all monitored companies, filterable by compliance status. Responsive design that works on desktop and mobile.

4. QA Engineer

Validated every endpoint with integration tests. Checked edge cases — what happens when KBO returns partial data? When Staatsblad is down? When a company has no NBB filings? All covered.

5. DevOps Engineer

Docker Compose setup for both local development and production. PM2 process management for the scheduler that runs daily data refreshes. Automated deployment pipeline.

6. Security Engineer

OWASP audit on all endpoints. Input validation on search queries. Rate limiting on external API calls to avoid getting blocked.

7. Tech Lead

Code review pass on the final output. Ensured consistent patterns across backend and frontend. Verified type safety end-to-end.

The Numbers

MetricValue
Files shipped133
Lines of code16,000
Data sources integrated3
Time to production~4 hours

What Would This Cost Elsewhere?

ProviderCostTimeline
Senior Freelance€3K–6K5–10 days
Dev Agency€5K–15K2–6 weeks
In-house Team€15K/month2–4 weeks
Synq1 afternoon

The Stack

  • >Backend: FastAPI, PostgreSQL, Python async clients
  • >Frontend: Next.js 15, React 19, shadcn/ui, TypeScript
  • >Infrastructure: Docker Compose, PM2, automated scheduler
  • >Export: PDF, Excel, HTML with diff highlighting

Key Takeaway

This wasn't a prototype or a demo. Synco is running in production, processing real compliance data daily. The quality gate pattern — where every agent's output passes through review before merge — is what makes this possible. AI agents without governance produce demos. AI agents with governance produce products.


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