Strictly Private & Confidential  ·  This document is provided for discussion purposes only and does not constitute a securities offering  ·  Not for distribution
Early-Stage Investment Opportunity

AI operational
infrastructure for
African business

Cogniz AI is seeking early-stage capital to commercialise a working AI deployment and automation platform built for South African and African mid-market businesses. Infrastructure is built. Enterprise pipeline is active.

Key Investment Parameters
Instrument SAFE Agreement
Stage Operational / Pre-Series A
Geography South Africa (global capability)
Sector AI Infrastructure / SaaS
Raise Target XXXXXXXXXX
Equity Offered XXXXXXXXXX
Enterprise Pipeline Active (multi-billion Rand group)
Full financial terms available under NDA. Contact founder directly.
Investment Thesis

Why this. Why now.

Six reasons this is an unusual early-stage opportunity in a market that is structurally underserved and growing rapidly.

01

Infrastructure built before capital

Unusually for a company at this stage, production-grade infrastructure exists prior to external investment. Capital is being applied to commercialisation of working systems — not prototype development.

02

Growing structural gap in the market

Enterprise AI platforms serve large organisations. SMEs and mid-market businesses across Africa lack accessible, deployable AI operational infrastructure. This gap is structural, not cyclical.

03

Active enterprise proximity

Commercial discussions are underway with a major South African enterprise group generating multiple billions of Rand in annual revenue — providing a credible near-term revenue anchor before the round closes.

04

Multi-product, not single-bet

Three independently commercialisable products — an AI-assisted marketplace platform, an AI operations control plane, and a managed conversational AI interface — reduce concentration risk across the portfolio.

05

Infrastructure credit leverage

Significant AI infrastructure credits are in place through platform startup programmes, representing material monthly operational value. Early commercial clients can be onboarded at low marginal infrastructure cost.

06

Early entry, asymmetric upside

The SAFE structure provides investors with equity conversion rights at a valuation that reflects genuine early-stage risk — with upside commensurate with the growth trajectory of the AI infrastructure sector.

Market Opportunity

A structural gap,
not a trend.

AI adoption in SMEs and mid-market businesses is accelerating globally. The infrastructure layer to enable that adoption — integration, deployment, and operational management — remains almost entirely unaddressed in African markets.

2.5M+ Registered SMEs in South Africa alone
USD $150B+ Global AI SaaS & automation market by 2028 (Gartner / IDC)
R8B+ Estimated Southern African mid-market AI enablement TAM annually
Phase 1 South Africa first — with a clear 4-phase African and international expansion roadmap

Cogniz AI operates at the Operational AI Infrastructure layer — the critical gap between raw AI models and real business workflows. This is not a product that model providers build or sell. It requires deployment architecture, workflow integration expertise, and ongoing operational management. That is what Cogniz delivers.

Platform & Infrastructure

Built and operational
before investment.

The following systems are functional, deployed, and ready for client onboarding. This is not a roadmap — it is the current state of the platform.

System Description Status
GCA OPS Remote AI operations endpoint — enables AI agents to execute site operations programmatically via authenticated REST API. The operational control plane for AI-managed WordPress deployments. Operational
GC Page Deployer AI-triggered page deployment via REST API, connecting automation workflows to live site provisioning in real time. Operational
GC Chat Builder Make.com-integrated conversational AI interface with credit management, session tracking, media handling, and admin controls. White-label ready. Operational
BBHub Marketplace Full-stack AI-assisted business brokerage marketplace (v0.1.47) with multi-role architecture, document workflows, legal agreement infrastructure, and AI review pipeline. Licensable to operators. Operational
WHM / cPanel Automation Automated multi-tenant hosting provisioning, user creation, and infrastructure management across shared hosting infrastructure. Operational
Make.com Pipelines Multi-scenario automation pipelines for AI content import, partner source collection, document review orchestration, and AI agent workflows — all active and running. Active
The Founder

One builder.
The whole stack.

NH

Neill Human

AI Infrastructure Engineer & Automation Architect  ·  South Africa

Neill Human is a self-directed AI infrastructure engineer and automation architect with deep practical expertise across AI orchestration, deployment engineering, CRM systems, and multi-platform workflow intelligence. He is the sole founder and lead engineer of Cogniz AI / Green Circuit Automation — and has built the entire current platform stack independently.

His technical background spans AI agent pipeline architecture, WordPress deployment automation at scale, Make.com automation engineering, and the design and operation of production-grade multi-tenant SaaS infrastructure.

  • Master of Make Award: Recognised by Make.com as winner of their global community challenge for advanced AI-powered automation and website deployment systems — validating platform engineering depth at an international level.
  • Sole architect of a multi-plugin WordPress AI deployment stack including GCA OPS, GC Page Deployer, and GC Chat Builder.
  • Lead architect of the BBHub Marketplace platform — a production-grade AI-assisted business-for-sale ecosystem with full document, legal, and workflow infrastructure.
  • Active enterprise engagement with a South African food and care enterprise generating multiple billions of Rand in annual revenue, for AI operational integration across divisions.
  • Extensive hands-on experience with Make.com, Claude (Anthropic), ElevenLabs, and multi-platform API automation pipelines at production scale.
Investment Structure

A straightforward
SAFE round.

What is a SAFE?

A Simple Agreement for Future Equity (SAFE) is a financing instrument widely used in early-stage technology investment. Investors provide capital now in exchange for the right to receive equity at a future date — typically triggered by a priced equity round, acquisition, or qualifying liquidity event.

There is no complex valuation negotiation at the point of investment. The structure is founder-aligned, investor-oriented, and is the industry standard instrument used by Y Combinator, Sequoia, and institutional early-stage investors globally.

Formal SAFE documentation will be prepared by qualified South African legal counsel. All parties should seek independent legal and financial advice before entering into any investment agreement.

Use of Capital

Market Launch & Customer Acquisition30%
Sales, outreach, first client onboarding, brand infrastructure
AI Infrastructure & Capacity25%
Additional API capacity, platform tooling, AI usage expansion
Hardware & Server Infrastructure20%
Local AI inference capacity, hosting resilience, backup systems
Operational Scaling15%
Contractor support, delivery capacity, system upgrades
Working Capital & Contingency10%
Runway extension and operational contingency
Terms Summary
Instrument SAFE Agreement
Minimum Investment XXXXXXXXX
Maximum Raise (This Round) XXXXXXXXX
Equity per Investment Tranche XXXXXXXXX
Maximum Equity (Full Round) XXXXXXXXX
Conversion Trigger Priced equity round or qualifying liquidity event
Investor Rights Pro-rata participation (future rounds)
Jurisdiction South Africa

Full financial terms, equity percentages, and raise targets are available under NDA. Contact the founder directly at info@cogniz.online to proceed.

Illustrative Return Scenarios

Illustrative return scenarios across conservative, base, growth, and upside cases are available in the full investment memorandum. Request access via email.

Request full memorandum →
Growth Strategy

Three phases.
36 months.

A capital-efficient path from commercial launch to platform scale — designed around the infrastructure that already exists.

Phase 1
Months 1–6

Capitalisation & Commercial Launch

  • Close SAFE round and deploy capital per allocation plan
  • Formalise enterprise AI retainer engagement (active pipeline)
  • Onboard initial SME AI retainer clients at target pricing
  • Launch public-facing Cogniz commercial service offering
  • Deploy first production AI CRM and automation systems for paying clients
Phase 2
Months 6–18

Infrastructure Scaling

  • Scale hosting infrastructure for multi-tenant client deployments
  • Develop packaged AI deployment offerings for the SME segment
  • Build client reporting and AI performance dashboard products
  • Pursue 2–3 additional enterprise-level AI retainer relationships
  • First operational hire or contractor capacity
Phase 3
Months 18–36

Platform Commercialisation

  • Launch BBHub Marketplace as a standalone licensed platform for broker operators
  • Develop GCA OPS as a white-label control plane for hosting providers and MSPs
  • Build partner and reseller network across Southern Africa
  • Explore Series A or strategic partnership conversations
  • Expand into East/West Africa and international markets via partnership model

Request the full
memorandum.

Detailed financials, return scenarios, full SAFE terms, and live platform demonstration available to qualified investors under NDA.

Email the founder LinkedIn profile

Neill Human  ·  info@cogniz.online  ·  South Africa

This document is strictly private and confidential and has been prepared exclusively for the intended recipient. It contains proprietary commercial information relating to Cogniz AI / Green Circuit Automation and may not be reproduced, distributed, or disclosed to any third party without the express written consent of the founder. This document does not constitute a prospectus, a registered securities offering, or legal investment advice. Prospective investors should conduct their own due diligence and seek independent financial and legal counsel prior to making any investment decision. All financial projections and forward-looking statements are based on management estimates and are subject to material risks and uncertainties. Early-stage investment involves significant risk of partial or total capital loss. This document is provided for discussion purposes only and is not an offer to sell or a solicitation of an offer to buy securities in any jurisdiction. May 2026.