# 7Unit — Work

> Production systems delivered by 7Unit, with the industry, market and outcomes attached to each.

Canonical page: https://www.7unit.tech/work

## Case studies

### The financial operating system running four Italian fintech companies and 50+ banks.

Industry: Fintech · Country: Italy · Year: 2024

Four companies. 50+ banks. One platform handling loan origination, bank submission, document generation, commission management, and automated communications — with zero shared data across tenants.

Outcomes: 50+ Banks on the network; 4 Companies on the same platform; 0 Manual batch submissions; 0 Shared data across tenants.

Stack and tags: React, Java Spring Boot, GCP, Keycloak, Multi-tenant, Italy.

Case study: https://www.7unit.tech/work/7hub

### LLM assistants that survive real operating constraints.

Industry: AI Systems · Country: Global · Year: 2025

Most AI demos die in production. We owned memory, handoff, cost attribution, and graceful failure — the constraints that kill most implementations.

Outcomes: Designed-in Failure modes; Per-tenant AI cost attributed; Context Human handoff.

Stack and tags: Claude API, FastAPI, Multi-tenant, LLM.

Case study: https://www.7unit.tech/work/ai-assistants

### Holistic growth centre portal with Odoo-connected operations.

Industry: EdTech · Country: Italy · Year: 2025

Learners were stuck in a back-office tool. We owned the learner portal on top of Odoo — event-driven curriculum sync and automated certificates.

Outcomes: Live Curriculum after publish; Auto Certificates on completion; Odoo Kept as source of truth.

Stack and tags: React, Odoo, EdTech, Italy.

Case study: https://www.7unit.tech/work/bloom

### WhatsApp-native sales CRM for teams that close inside conversations.

Industry: SMB · Country: UAE · Year: 2025

UAE sales teams were losing deals between WhatsApp and their CRM. We owned a WhatsApp-native pipeline — follow-up and deal state inside the conversation.

Outcomes: In-chat Pipeline & follow-up; Nudged Silence recovery path; Native WhatsApp as the CRM.

Stack and tags: WhatsApp API, CRM, FastAPI, UAE.

Case study: https://www.7unit.tech/work/closer-crm

### They thought they were compliant. The systems said otherwise.

Industry: EdTech · Country: India · Year: 2025

An Indian EdTech platform serving schools and colleges believed it was DPDP-ready. Engineering-led analysis found gaps in minors' data handling, PII controls, encryption, and school-tenant cascade risk — then remediation began.

Stack and tags: DPDP, EdTech, India, Consent, Security.

Case study: https://www.7unit.tech/work/dpdp-edtech

### The AML & Document Compliance Engine — regulated documents without manual assembly.

Industry: Fintech · Country: Italy · Year: 2024

Schema-driven compliance questionnaires and deterministic document generation inside a multi-tenant lending platform. Compliance forms change as configuration, not code; every document token resolves to exactly one value, with no silent fallback.

Outcomes: Config Not code releases; 1 value Deterministic resolution; Audit Events at boundary.

Stack and tags: AML, Compliance, Document generation, Multi-tenant.

Case study: https://www.7unit.tech/work/aml-compliance-engine

## Markdown versions of individual case studies

- [Bloom, EdTech Portal with Odoo Integration](https://www.7unit.tech/work/bloom.md): How 7Unit owned Bloom's learner portal, event-driven Odoo sync and automated certificates for an Italian growth centre.
- [Practical AI Assistants, LLM Systems](https://www.7unit.tech/work/ai-assistants.md): How 7Unit engineers LLM assistants for production, session memory, human handoff, cost attribution, and graceful failure.

## Contact

Email: hello@7unit.tech
Book a call: https://www.7unit.tech/contact
Send a project brief: https://www.7unit.tech/rfq