Edge Data Centre
Investment Readiness Advisory
A complete investment readiness mandate: financial modelling, business case, and investor documentation for a complex multi-stakeholder infrastructure project.
Background and Context
HAUS commissioned AINS Group, a Finnish-led engineering and infrastructure development firm, to lead the development of a modular edge data centre (EDC) network across high-density urban communities in South Africa. AINS Group engaged m-konsult to produce the feasibility study, business case, and investor-facing materials underpinning the investment proposition.
The opportunity is anchored in a structural gap in South Africa’s digital infrastructure landscape. Many densely populated urban communities remain underserved by locally hosted compute and connectivity infrastructure, with content, applications, and services delivered from distant centralised facilities at significant cost and latency penalties. This creates a commercially attractive opening for distributed edge infrastructure that brings compute capacity directly to where demand is concentrated.
The proposed solution deploys modular containerised EDCs co-located with the infrastructure of a leading South African fibre network operator, leveraging existing network presence to accelerate deployment and reduce site development risk. This co-location model creates a platform for three distinct, complementary revenue streams, each serving a different segment of the digital services market.
AINS Group and HAUS entered the engagement with a well-formed strategic thesis but required a rigorously constructed investment case before committing capital or engaging external investors. The core challenge had three dimensions:
- Structuring and validating three distinct revenue-generating use cases, each with different customer segments, pricing models, cost structures, and adoption dynamics, within a single integrated financial model.
- Demonstrating commercial viability across a phased, multi-site deployment with front-loaded capital requirements and a revenue ramp that extends beyond the initial modelling horizon, producing an investment thesis suited to patient, infrastructure-oriented capital.
- Producing investor-grade documentation capable of serving both internal decision-making and first-stage conversations with external capital partners, across a multi-stakeholder development structure.
Managing the distinct interests of HAUS as commissioning client, AINS Group as development partner, and a major fibre network operator as infrastructure counterparty, while maintaining analytical independence and a coherent investment narrative, was a central challenge throughout the engagement.
Managing the distinct interests of HAUS as commissioning client, AINS Group as development partner, and a major fibre network operator as infrastructure counterparty, while maintaining analytical independence and a coherent investment narrative, was a central challenge throughout the engagement.
A multi-scenario financial model was constructed covering multiple EDC size configurations and a phased deployment schedule scaling from initial sites to a mature network over a five-year horizon. The model was built to support diligence-ready scenario comparison and sensitivity analysis across all three use cases independently and in aggregate, with outputs structured to address both return metrics and exit valuation.
The study evaluated each use case on its own commercial merits before presenting an integrated financial view. This structure allowed investors with different risk appetites and sectoral interests to assess the opportunity at the use-case level, while the integrated model demonstrated how the three revenue streams combine to build operational leverage across the network as fixed infrastructure costs are absorbed. The document covered market context, technical viability, unit economics, deployment phasing, risk analysis, and a clear prioritisation recommendation.
A branded investor deck was developed to support first-stage fundraising conversations, aligned to the identities of AINS Group, HAUS, and the fibre network operator. The deck was designed to be accessible to a non-technical investor audience while retaining the analytical credibility required to withstand diligence scrutiny.
Investment Thesis
The feasibility study concluded that the EDC network presents a commercially viable investment case for patient, infrastructure-oriented capital. The project is characterised by front-loaded capital requirements and a revenue ramp that matures on an extended horizon, consistent with the economics of infrastructure development rather than technology venture investment.
All three use cases achieve positive contribution margins as the network reaches maturity, with UC2 and UC3 emerging as the dominant value drivers. The co-location model, anchored in an existing fibre network, meaningfully compresses deployment risk and time-to-revenue relative to a standalone greenfield EDC development. An exit-multiple valuation framework confirms that the project creates long-term enterprise value for investors willing to hold through the deployment and ramp phases.
The sensitivity analysis identified UC2 client acquisition pace and UC1 backhaul savings materialisation as the two variables with the greatest bearing on near-term revenue performance, and the feasibility study recommended that both be treated as pre-conditions for successive deployment tranches rather than assumptions to be validated in arrears.
Deliverables
- Ground-up, multi-scenario Excel model covering all three use cases independently and in aggregate.
- Structured Key Figures framework enabling rapid scenario comparison and clean extraction of diligence-ready outputs.
- Sensitivity analysis across key revenue and cost assumptions, with bear, base, and bull scenarios for each use case.
- Exit valuation framework alongside operating DCF outputs.
- Comprehensive market context covering the South African edge computing opportunity and demand drivers.
- Individual use case assessments covering revenue mechanism, unit economics, client acquisition requirements, and commercial dependencies for each of the three use cases.
- Integrated multi-scenario financial model outputs covering phased deployment economics, contribution margin build, sensitivity analysis, and exit valuation.
- Risk register and governance framework addressing execution, commercial, and regulatory risks with recommended mitigations.
- Phased implementation roadmap with deployment sequencing, site commissioning milestones, and go/no-go criteria for successive tranches.
- Prioritisation recommendation providing a clear steer on deployment configuration and sequencing.
- Branded presentation covering investment thesis, use case portfolio, financial performance narrative, and deployment roadmap.
- Structured for first-stage investor conversations, accessible to a non-technical audience while remaining analytically defensible.
- Aligned to the brand identities of all three project partners.
What this Demonstrates
This engagement illustrates m-konsult’s capability to deliver a complete investment readiness package for a multi-use-case infrastructure project, from financial modelling and use case validation through to investor-grade documentation, within a complex multi-stakeholder development structure.
The three-use-case architecture, combining CDN caching, B2B platform hosting, and edge compute services, required building a model that was simultaneously rigorous at the individual use-case level and coherent in aggregate. Each use case has a distinct revenue mechanism, cost structure, and adoption dynamic, and presenting them in a way that is analytically credible yet accessible to an investor audience is precisely the type of advisory challenge m-konsult is structured to address.
Working across the interests of HAUS as commissioning client, AINS Group as development partner, and a major fibre network operator as infrastructure counterparty required both analytical independence and stakeholder management discipline. The result is a document suite that functions as an internal decision-making tool for the project principals and as a credible investor-facing package capable of supporting capital conversations with sophisticated counterparties in the South African infrastructure and private markets.
m-konsult Capabilities Demonstrated
- Infrastructure feasibility assessment and investment case structuring across multi-use-case and multi-stakeholder mandates.
- Ground-up financial modelling with scenario analysis, sensitivity testing, and exit valuation for South African infrastructure projects.
- Use case validation and unit economics analysis across CDN, B2B SaaS, and edge compute revenue models.
- Investor-grade documentation, from feasibility study through to pitch deck, for patient capital and development finance audiences.
- Cross-sector expertise spanning digital infrastructure, telecommunications, development finance, and South African private markets.