VCB - Viable Core Business

S I G M A — Sovereign Intelligence Generating Multi-modal African solutions

Persistent Reasoning Intelligence · Multi-modal Enterprise

A model-agnostic, compliance-first architecture that unifies real-time inputs, builds persistent context, and orchestrates multiple specialised models—delivering measurable outcomes without vendor lock-in.

The Three Strategic Moats

Persistent Intelligence Database

The Gold Asset: an appreciating customer & operational memory across channels and time. It preserves knowledge independent of any single model and underpins true interchangeability.

Universal Standardisation Engine

Cleans, validates, and normalises data before inference to remove pre-processing drag, drive accuracy, and make downstream models faster, cheaper, and more reliable.

True Vendor Independence

A model-agnostic core that lets you mix specialised models and switch providers as they evolve— without losing accumulated knowledge or re-architecting systems.

The Architecture Flow

1. Omnichannel Intake
Voice · Chat · Email · Docs
2. Standardisation
Clean · Validate · Normalise
3. Persistent Context DB
Long-term Memory
4. RAG Intelligence
Vector Store · Graphs
5. Multi-Model Orchestration
Specialised LLMs · Multi-modal
6. Interchangeability
Zero Lock-in

Advanced Capabilities

Caching for Speed & Cost

  • Multi-layer caching eliminates redundant inference
  • Targets sub-100ms P95 response times
  • Material opex reduction on high-volume workloads

Sovereign Deployment Model

  • On-prem first with optional cloud connectivity
  • Data residency and perimeter security preserved
  • Regulatory alignment for FS/Insurance

Academic-Grade Governance

  • Quality scoring, bias checks, cultural validation
  • POPIA/security by design with auditability
  • Policy-driven prompts & traceable outputs

Build outcomes, not risk—governed AI on resilient storage with privacy, security, and compliance at the core.

Multi-Model · Multi-Modal Core

  • Specialised LLMs orchestrated per function
  • Text · Voice · Video · Document pipelines
  • RAG via vector stores & knowledge graphs

Operational & Financial Outcomes

9 Months
Indicative payback
70%
Faster service response
60%
Cost vs. call centres
750%
3-year ROI (illustrative)

SIGMA consolidates fragmented channels, embeds governance from day one, and preserves organisational memory across models. The result: faster service, lower cost-to-serve, and resilience against vendor volatility—without compromising sovereignty.

Metrics shown are representative targets and depend on context, scope, and integration approach.