We build AI systems
that work in production
Powered by Indexify — our proprietary knowledge infrastructure platform.
Bespoke AI development for enterprise.
The Platform
Your knowledge, made intelligent
Indexify is the proprietary knowledge infrastructure that powers every solution we build. API-first, model-agnostic, and designed for enterprise from day one.
Document Intelligence
Turns unstructured documents — PDFs, spreadsheets, manuals, policies — into an AI-ready knowledge engine.
Semantic Retrieval
Continuous reranking delivers precise, context-aware results. Real understanding, not keyword matching.
Deep Research Mode
Multi-step reasoning across your entire knowledge base. Complex questions, comprehensive answers.
Real-time Sync
Cloud drive sync keeps your knowledge base current. Documents update automatically as source files change.
AI Agent Deployment
Deploy purpose-built AI agents with built-in analytics and monitoring. Production-grade from day one.
Multi-tenant Architecture
Enterprise-ready isolation and access control. Built for organisations managing multiple teams and clients.
Solutions
What we build
Production AI systems across industries — each powered by Indexify, each tailored to the domain.
Retail & Operations AI
Intelligent automation for frontline teams.
- Internal knowledge bots for store staff — SOPs, policies, product info
- WhatsApp-native interfaces
- Real-time operational support
Hospitality & Travel
AI-powered guest experiences at scale.
- Guest-facing AI assistants with resort and property knowledge
- Real-time availability and quoting support
- Multi-property, multi-language deployments
Financial Services
Compliant, intelligent financial workflows.
- Intelligent workflow platforms for financial advisers
- Automated document extraction — statements, policies, loan docs
- Regulatory-compliant recommendation generation
Education & EdTech
Curriculum-aligned learning technology.
- Intelligent tutoring systems aligned to curriculum
- School communication platforms with AI categorisation
- Structured content — flashcards, assessments, multimedia
Healthcare
Clinical coordination and matching.
- Medical staffing marketplaces with intelligent matching
- Clinical protocol and guideline retrieval
- WhatsApp-integrated coordination tools
Enterprise Knowledge
Document intelligence for any organisation.
- Document-to-knowledge pipelines for any domain
- Internal search and Q&A systems
- Custom AI agent deployment with monitoring
Process
How we work
Clear phases. Honest communication. Working software every step of the way.
Discovery
We understand your domain, data, and what "working" looks like for your team. No assumptions — just deep listening.
Design
Full product specification before a line of code is written. No ambiguity, no scope creep.
Build
Rapid, iterative development with test-driven delivery. You see working software every week.
Deploy & Support
Production deployment with monitoring, analytics, and ongoing iteration. We don't disappear after launch.
Technology
Built on proven technology
A proprietary knowledge platform at the core. Model-agnostic, cloud-native, test-driven throughout.
About
A rare combination
Obsidian Wolf is led by a qualified actuary and full-stack developer — bringing together deep domain expertise with hands-on technical capability.
This isn't a consultancy that outsources the hard parts. Supported by a focused team of engineers and domain specialists.
Qualified Actuary
Deep domain expertise in insurance, finance, and risk
Full-stack Developer
Hands-on technical capability across the entire stack
15+ Years Experience
Across financial services, technology, and product development
South Africa Based
Serving clients across Africa and internationally
Get in touch
Let's build something that matters
Tell us about your project and we'll come back with an honest assessment of how we can help. No sales decks. No obligation.
Location
Johannesburg, South Africa
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Book a call directly (coming soon)