Workplace culture consulting platform. JOCSAM bilingual surveys, World Bank style PDF reports, QR-verified certificates.
JeneFaJabbar is a LoneSock-built workplace culture consulting platform for Jenefa Jabbar Consultancy, running in production. It covers bilingual JOCSAM surveys (English and Bengali), automated PDF report generation in the format the consultancy delivers to clients, and QR-verified certificate issuance for completed engagements.
Every value here comes directly from the case-study record. Nothing is estimated for effect.
A consulting firm needed an end-to-end platform for their workflow: bilingual JOCSAM surveys for structured data collection, automated bilingual report generation for client deliverables, and certificate issuance with anti-fraud verification for completed engagements.
Bengali PDF rendering is non-trivial. Standard PDF tooling tends to lose Bengali ligatures and shaping. The platform had to render long-form Bengali reports correctly without manual intervention per document.
The architecture is sized for the consultancy's actual operational volume, not over-engineered.
Consulting engagements that previously required manual report writing and certificate creation flow through the platform end-to-end.
QR-verified certificates remove the recipient-side trust problem. Anyone receiving a certificate can scan and check it against the platform.
The single-file Flask architecture means the consultancy can operate the platform with minimal infrastructure overhead, which is the right shape for a firm of its size.
LoneSock built the full JeneFaJabbar consulting platform: JOCSAM bilingual surveys, World Bank style PDF report generation with proper Bengali rendering, QR-verified certificate issuance, a Chart.js report dashboard, a blog and insights CMS, and a client CRM.
Flask 3 on Python, SQLite for storage, fpdf2 with uharfbuzz and NotoSansBengali for proper Bengali PDF rendering, Nginx as the edge, and CapRover for deployment.
The platform is right-sized to a single consulting firm's operations. A compact Flask app deploys, runs, and is maintained at materially lower cost than a microservice rewrite. That tradeoff is intentional.
Each issued certificate carries a QR code that resolves to a verification endpoint on the platform. Anyone holding the certificate can scan it and confirm authenticity against the platform of record.
Yes. The platform is in ongoing operation with maintenance from LoneSock.
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