Portfolio & R&D

Internal Technology & Civic Initiatives

Alongside our commercial client engineering, Asabiyyah develops internal platforms that address acute community challenges and push the boundaries of offline-first, multilingual digital infrastructure.

Parent Corporate Relationship: Asabiyyah Technologies Ltd is the parent engineering and holding enterprise. Dila, AMANA SHIELD, and ClassGPT-N represent distinct internal products, civic projects, and research prototypes engineered by our systems team. The identity of Asabiyyah is not reduced to any single product.

Tier 1: Commercial Flagship · Community Finance OS

Closed-Cohort Alpha Pilot Validation

Dila — Community Savings Platform

The Operating System for African Community Finance.

Over 48.8 million Nigerian adults save in informal community groups. Dila replaces chaotic paper ledgers, fragmented WhatsApp messages, and cash tracking errors with a code-enforced double-entry ledger, deterministic payout scheduling, and printable QR cash collection bridges.

Double-Entry Ledger Engine

Zero-dependency relational accounting engine enforcing mathematical debit/credit balance on local SQLite and cloud PostgreSQL.

Deterministic Payout Automation

Locks in rotation order algorithmically to eliminate timing disputes and favoritism.

Printable QR Collection Bridge

Generates high-contrast QR collection cards allowing cash and instant transfer reconciliation directly in local markets.

152+ Screen UI System

Comprehensive design system across 20 modules covering onboarding, ledgers, payouts, receipts, CRM, and offline states.

Primary Audience: Group organizers, registered Multi-Purpose Cooperative Societies, market trade unions, and civil servant savings circles.

Regulatory Position — Pure Software Infrastructure

Important Institutional Notice: Dila operates strictly as a pure software infrastructure platform. Dila does NOT take custody of funds, issue loans, or operate as a bank. All financial transactions route directly through Central Bank of Nigeria (CBN)-licensed commercial banks and regulated payment service providers.

Maintained by Asabiyyah Technologies Ltd Systems Engineering Desk

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Tier 2: Civic & Intelligence Initiative · Civic AI & Threat Intelligence

Functional Backend API & Intelligence Engine

AS AMANA SHIELD

AMANA SHIELD — Civic Scam & Phishing Detection

Automated Scam and Phishing Detection for African Communities.

Developed for the AI4Elections 2026 civic initiative, AMANA SHIELD combines WhatsApp Cloud API intake with procedural RAG against official databases, DNS/RDAP domain risk verification, and structured indicator extraction to give citizens clear, non-technical advisories in English and Hausa.

Multi-Pillar Risk Fusion

Independently analyzes message text risk, destination URL risk, and claim status without arbitrary score collapse.

Grounded Uncertainty Abstention

Strictly abstains as UNVERIFIED when authoritative evidence is absent: lack of evidence is never treated as proof of falsity.

WhatsApp Cloud API Integration

Inbound webhook processing, cryptographic HMAC verification, sliding-window rate limiting, and structured advisory dispatch.

Bilingual Reporting (English & Hausa)

Translates complex cybersecurity threat indicators into plain, accessible language across Nigerian linguistic groups.

Primary Audience: Everyday citizens, civil society organizations, election observation missions, and fact-checking newsrooms.

Maintained by Asabiyyah Technologies Ltd Systems Engineering Desk

Explore Technical Architecture

Tier 3: Applied AI Research Direction · Educational Technology & Local NLP

Demonstrated Research Prototype

CG ClassGPT-N

ClassGPT-N — Multilingual Offline AI Tutoring

Offline-First, Curriculum-Grounded Multilingual AI Tutoring.

Bypasses the requirement for expensive broadband and cloud GPUs by running quantized Qwen 2.5B models locally on standard consumer hardware. Integrates N-ATLAS speech recognition for voice-first Hausa interactions and binds responses strictly to national Nigerian educational curricula.

Local Quantized LLM Inference

Runs 4-bit/8-bit quantized models locally on school-level edge hardware without requiring continuous internet access.

Curriculum-Grounded RAG

Pedagogical retrieval guardrails mapping AI explanations directly to approved Nigerian primary and secondary school syllabi.

Native Hausa Speech Recognition

Integrated N-ATLAS acoustic speech recognition models enabling voice-first verbal questioning for young and non-literate learners.

Pedagogical Mastery Tracking

Agent-agnostic state tracking providing step-by-step Socratic guidance rather than immediate answer dumping.

Primary Audience: Primary and secondary schools in low-connectivity regions, state universal basic education boards, and educational foundations.

Academic & Field Research Prototype

ClassGPT-N is actively evaluated in laboratory and offline testbeds. We demonstrate technical feasibility of edge quantization and local Hausa NLP before any mass institutional deployment.

Maintained by Asabiyyah Technologies Ltd Systems Engineering Desk

Read Research Framework

Tier 4: Internal R&D Utility · Internal Operational Tooling

Internal Tool

ResolveIQ — Incident & Workflow Intelligence

An internal operational knowledge-base and customer support resolution engine developed to streamline troubleshooting for field deployments of Dila and AMANA SHIELD. Currently utilized strictly within Asabiyyah internal engineering operations.

Status: Internal Operations Only (Non-Public)

Interested in Pilot Participation or Research Collaboration?

Whether you are a cooperative organizer interested in Dila, a civic institution evaluating AMANA SHIELD, or an academic researcher, our team welcomes collaboration.

Request Dila Pilot Access Inquire About Civic Intelligence