01Active Development
strategy · Autonomous software development and governance
NEXUS AI Software Company
A multi-agent software-development platform where specialized agents work under governed work packages, independent QA and explicit approval controls.
Purpose
Make AI-assisted software delivery auditable rather than improvised: every work package traceable to a requirement, reviewed independently of the agent that produced it, and approved before it lands.
Current focus
- Agent roles and the governed work-package model
- Independent QA separated from the producing agent
- Requirements traceability from intent through to delivered code
- Secure development standards and review gates
Sheriff AI OS is not a separate venture. It is the internal governance and engineering layer inside NEXUS, supplying the AI constitution, engineering standards, secure development practices, agent roles, documentation governance, and Git and delivery workflows.
Read the case study→02Active Development
automation · Customer intake and service automation
AI Front Desk Platform
A multi-tenant platform coordinating enquiries, leads, bookings, chat, voice assistance, notifications and administrative workflows.
Purpose
Give service businesses a single intake path so enquiries are captured, answered and routed consistently, whatever channel or hour they arrive through.
Current focus
- Tenant-aware public intake, booking, lead and chat runtime
- Notification and escalation behavior
- n8n automation across the administrative workflows
The commercial anchor of the portfolio and the most directly transferable to client work.
Read the case study→03Requirements Development
media · AI media operations
Automated AI Media Factory
A governed multi-tenant platform for coordinating AI research, prompts, agents, assets, collaboration, production workflows, publishing, analytics and provider management.
Purpose
Bring the same governance AI-assisted engineering needs to AI-assisted media production, where provenance and approval are usually absent.
Current focus
- Vision, architecture and roadmap
- Business requirements and personas
- Authentication, authorization and tenant requirements
Shares the governance model developed in NEXUS, applied to media rather than code.
Read the case study→04Active Development
data · Automated news intelligence
Africa News Intelligence System
An automated n8n and Python system that finds, normalizes, classifies, stores, deduplicates and distributes news about Africa and developments with meaningful implications for Africa.
Purpose
Coverage of Africa is fragmented across hundreds of sources with heavy duplication. The system builds one normalized, deduplicated stream that can be classified and distributed.
Current focus
- Source discovery and ingestion
- Normalization and classification
- Deduplication across overlapping wire coverage
- Storage and distribution
The clearest demonstration of the data and pipeline discipline offered under Data and Decision Intelligence.
05Foundation and Product Planning
community · Community technology platform
Global Diaspora Nexus
A global SaaS directory and community platform connecting African and Black diaspora organizations, businesses, NGOs, churches, embassies, consulates, cultural resources, relocation support, professional networks and investment opportunities.
Purpose
Diaspora organizations, services and opportunities remain scattered across regions and platforms with no shared, verifiable index.
Current focus
- Product foundation and MVP scope
- Data model and taxonomy for organizations and services
- Agent rules, backlog and platform requirements
The largest data-modelling problem in the portfolio, and the one closest to the community work.
Read the case study→06Active Development
software · Social meetup application
PromptoPlay
A social application for creating and joining prompt-based games, covering participants, messaging, payments, notifications, moderation and community safety.
Purpose
Turn informal local play into something organizable: discovery, joining, payment and safety handled in one place.
Current focus
- Game creation and participant management
- Messaging, notifications and payments
- Moderation and community-safety controls
The portfolio's exercise in consumer product design, moderation and trust and safety.
07Active Development
software · Venue and event platform
Aurevia
An AI-assisted venue-management, event-design and quoting platform supporting venues, projects, private media, AI decor concepts, budget-aware recommendations, interactive quotes and client presentations.
Purpose
Event quoting is slow and hard to visualise. The platform turns a venue and a budget into a concept and an interactive quote a client can respond to.
Current focus
- Concept generation with budget-aware constraints
- Interactive quoting and client presentation
- Private media handling per venue and project
Where AI generation meets commercial constraint: output has to respect a budget, not just look good.
08Delivered to competition
media · AI-assisted cinematic production
Rum & Velvet — The Island Spell
An AI-assisted cinematic music film demonstrating character design, identity continuity, cinematography, image and motion generation, asset governance, editing and frame-by-frame quality control.
Purpose
Prove that AI-assisted film can hold identity and continuity across a full production, which is where most such work visibly fails.
Current focus
- Character anchors and identity-lock across shots
- Continuity QA and frame-by-frame review
- Asset governance, provenance and final delivery
The character, asset, identity-lock, provenance and production pipelines are capabilities within this case study, not separate ventures.
Read the case study→09Curriculum and Publishing Development
community · Education and publishing
AI Studio Academy
A structured education and publishing initiative covering AI filmmaking, storytelling, cinematography, editing, YouTube creation, prompt libraries, production templates, media entrepreneurship and feature-film development.
Purpose
Turn the production methods developed across the media work into a teachable curriculum rather than tacit knowledge.
Current focus
- Curriculum structure and learning paths
- Prompt libraries and production templates
- Publishing pipeline
Where the media ventures become transferable to other people.
10Channel and Production Development
media · Technology media
Africa Future Nexus
A technology-media brand explaining emerging technologies and their positive and negative effects on Africa and the global African diaspora.
Purpose
Most coverage of technology in Africa is either boosterish or absent. The brand aims for explanation that takes both the opportunity and the risk seriously.
Current focus
- Editorial positioning and format
- Production pipeline
- Channel development
The public-facing voice for the research behind the Africa News Intelligence System.
11Foundation and Product Planning
community · News and editorial platform
Lielaylay News
A Sierra Leone-focused news and editorial platform supporting English and authentic Sierra Leone Krio content, analysis, translation and premium digital publication.
Purpose
Serve a readership properly in its own language. Authentic Krio is the hard requirement, and the reason machine translation alone is insufficient.
Current focus
- Bilingual English and Krio editorial model
- Translation and authenticity review
- Premium publication structure
The language and authenticity problem here is unusual and not solved by generic tooling.
12Ongoing
media · Creative production portfolio
AI Music and Creative Catalog
A portfolio of AI-assisted songwriting, voice direction, music generation, creative production and music-video concepts.
Purpose
Build practical command of AI music production — writing, voice direction and arrangement — through completed work rather than experiments.
Current focus
- Songwriting and voice direction
- Music generation and production
- Music-video concept development
Includes Rum and Velvet, Sugar After Dark, Glory Protocol, One More Turn, and family and celebration productions.
13Active Development
media · Digital identity
Avatar Identity System
A consistent digital-identity system for professional images, avatars, training videos, social media, presentations, music videos and cinematic productions.
Purpose
One identity that stays stable across every format, so professional media does not have to be re-shot for each use.
Current focus
- Identity specification and reference assets
- Consistency across formats and productions
- Approval and versioning
Underpins the media ventures and the AI Media and Digital Identity Studio service.
14Active Development
media · Voice identity and production
Voice Clone and Voice Engineering System
A reusable voice identity, recording dataset, quality framework and production workflow for HeyGen, ElevenLabs, custom applications, narration, education, avatars and professional content.
Purpose
Treat voice as an engineered asset with a dataset and a quality bar, rather than a one-off generation.
Current focus
- Recording dataset and quality framework
- Production workflow across providers
- Application to narration, education and avatars
The audio half of the identity work; pairs with the Avatar Identity System.
15Ongoing
strategy · Practical learning initiative
Local AI Stack Learning Program
A practical learning and experimentation initiative covering Ollama, Qwen, Open WebUI, RAG, Cursor, Supabase, n8n and integrated AI applications.
Purpose
Understand where local and self-hosted models are genuinely sufficient, so client recommendations are grounded in tested limits rather than vendor claims.
Current focus
- Local model deployment and evaluation
- Retrieval-augmented generation patterns
- Integration with Supabase and n8n
Directly informs what gets recommended in advisory work, including when not to use a hosted provider.
16Ongoing
strategy · Agent development environment
Claude Code and OmniRoute Development Environment
A model-routing and agent-development environment using Claude Code, Claude Desktop, OmniRoute, MCP servers, hooks, reusable skills, and local or hosted AI models.
Purpose
Build the working environment the other ventures are developed in, and understand agent tooling well enough to advise on it.
Current focus
- Model routing across local and hosted providers
- MCP servers, hooks and reusable skills
- Agent development workflow
The environment the rest of the portfolio is built in.
17Ongoing
data · Engineering workflow
Repository Intelligence Workflow
A development workflow using Graphify and related tools to build repository knowledge graphs, improve codebase understanding and support AI-assisted engineering.
Purpose
Give agents and people a structured view of a codebase, so work on unfamiliar systems starts from evidence rather than guesswork.
Current focus
- Repository knowledge graphs
- Codebase comprehension for AI-assisted work
- Integration into the development workflow
Supports the governed engineering model inside NEXUS.