01 PRACTICE
Value Creation
Identify and prove where AI, data and innovation can create strategic value, then support the operating model, governance and adoption needed to scale it responsibly.
Explore Value Creation →
Mission-inspired innovation
Turn data, analytics and AI into value that lasts
We partner with ambitious organisations to identify, prove and scale responsible value, improving performance while advancing meaningful social impact.
Level 1 B-BBEE
African innovation & data partner · Built in Africa
From insight to implementation
A clear path from opportunity to measurable value
Many organisations have data, ideas and growing pressure to use AI. Fewer have a clear path from opportunity to measurable value. Data Innovators brings strategy, analytics, technology, design and change together to help you move from ambition to evidence, and from evidence to sustained results.
We meet you where you are: clarifying the opportunity, building decision-ready analytics, strengthening impact intelligence, testing new solutions and supporting adoption.
One partner. Three reinforcing practices.
Engage them on their own or braided around one outcome
Our practices can be engaged independently or combined around a shared outcome. Together, they help organisations create value, understand whether it is being realised and build the capability to sustain it.
02 PRACTICE
MERL Tech
Build technology-enabled monitoring, evaluation, research and learning systems that make impact visible, strengthen accountability and support continuous improvement.
Explore MERL Tech →03 PRACTICE
Analytics & Insights
Turn fragmented information into trusted, usable intelligence through integrated data, dashboards, decision tools and compelling data stories.
Explore Analytics & Insights →
Programmes & platforms
Ways to work with us beyond an engagement
Alongside our practices, we run capability programmes and build platforms that organisations use every day to manage delivery, evidence and reporting.
PROGRAMME
Data Storytelling
A practical programme that helps teams turn analysis into narrative: structuring findings, designing clear visuals and presenting evidence that moves decisions.
Learn more →PLATFORM
ImpactBoard
A configurable data management and performance platform for tracking indicators, managing activities and beneficiaries, and automating reporting.
Learn more →PLATFORM
Vantra
Inclusive procurement managed in one place, with commitments, supplier participation, evidence and reporting in a shared, role-based view.
Learn more →
What makes our approach different
Human-centred and evidence-driven, by design
Value-led
We start with the strategic decision or outcome, not the technology.
Evidence-driven
We define what success means and build measurement into the work from the start.
Human-centred
We design with the people who will use, manage and be affected by the solution.
Responsible by design
We consider privacy, governance, inclusion and risk throughout the lifecycle.
Built to be used
We combine design, delivery, change and capability building so solutions move beyond the prototype.
A practical way to begin
Start with an AI Opportunity Sprint
Start with a focused engagement that clarifies the opportunity and creates evidence for the next decision. Our AI Opportunity Sprint helps leadership teams identify priority value pools, assess feasibility and risk, and define a practical roadmap. Where the opportunity is ready, we can progress into a rapid proof of value.
Built on a strong foundation
Years of practice behind a new chapter
Our evolution into an innovation partner builds on years of experience helping public, private and social-sector organisations manage complex data, develop digital systems, strengthen measurement and turn evidence into action. That foundation gives us a practical view of what it takes to create value in real organisations, across strategy, technology, people and implementation.
1+
Capability-building participants
1+
Projects delivered
1
Provinces reached at national scale
1+
National programmes supported
Selected clients
Where we focus
Deeper propositions in high-stakes, data-rich sectors
We are developing deeper sector propositions in Financial Services, Mineral Resources & Energy, and Telecoms, Media & Technology, while continuing to serve organisations working across education, children and youth, entrepreneurship and enterprise development, and data and technology for good.
Sector
Financial Services
Responsible AI and decision intelligence across customer, operational, risk and inclusive-finance opportunities.
Sector
Mineral Resources & Energy
Visibility and decision-making across operations, transformation programmes and stakeholder commitments.
Sector
Telecoms, Media & Technology
Turning data into product, customer and operational insight with responsible governance.
Let's find the right place to start
Tell us what you are trying to achieve
Tell us where progress is getting stuck and what evidence you need for the next decision. We will help you shape a focused first step.
Who we are
Mission-inspired innovation, built in Africa
Data Innovators is an African, Level 1 B-BBEE innovation and data partner. We help organisations turn data, analytics and AI into responsible value and measurable impact.
Our evolution
From measurement to an innovation partner
We began by helping organisations strengthen monitoring, evaluation, analytics and data communication. Over time, our work expanded into digital platforms, complex programme delivery, decision systems and innovation initiatives. Today, we are building on that foundation to become a trusted innovation partner for organisations navigating the opportunities and responsibilities of AI.
We are at the start of this next chapter. Our ambition is clear, but our approach remains grounded: listen closely, frame the right problem, prove value early, learn quickly and scale only what works.
How we work
Alongside you, from outcome to adoption
- We begin with the outcome and the decision that matters.
- We work alongside clients rather than handing over abstract recommendations.
- We combine business analysis, data, technology, design, measurement and change.
- We test assumptions early and use evidence to guide investment.
- We build client capability so progress can continue beyond the engagement.
Our values
Five commitments that shape every engagement
Curious
We ask better questions, test ideas and keep learning.
Voices
We include diverse perspectives to strengthen the work.
Done
We move with pace, discipline and flexibility.
Integrity
We act responsibly, steward resources well and speak with courage.
Thrive
We create space for growth, contribution and celebration.
Why Data Innovators
A partner who can move between the boardroom and the frontline.
Clients choose us when they need to connect strategy to implementation and balance technical rigour with practical adoption. We bring an African perspective, multidisciplinary teams and a commitment to creating evidence before making bold claims.
Featured
Our perspective in the national conversation
Television
Television
Radio
Radio
Enablement
It takes a village
Our culture holds that it takes a village to raise a child. Data Innovators has been shaped by accelerators and business development programmes that backed us early, opened doors and helped us build the discipline to deliver at scale. We are grateful to the organisations that have supported our growth.
Who we are · Meet the Innovators
One team, many disciplines, united by purpose
Every engagement brings together the capabilities needed to move from a strategic question to a solution that works in practice. Our core team is supported by a trusted network of independent specialists, enabling us to assemble the right expertise while remaining one accountable partner.
The disciplines behind the work
Assembled around the problem
Business & innovation analysts
Frame opportunities, value hypotheses and delivery pathways.
Data analysts & data scientists
Turn information into insight, models and decision support.
Monitoring, evaluation & learning specialists
Define outcomes and strengthen evidence.
Product, service & communication designers
Make solutions clear, useful and human-centred.
Software developers & technical partners
Build, integrate and scale digital solutions.
Change & capability practitioners
Help teams adopt new tools and ways of working.
How we organise around clients
Flexible enough to respond. Disciplined enough to deliver
We work in multidisciplinary project teams with clear accountability for outcomes. The structure remains flexible enough to respond to the problem, but disciplined enough to provide a consistent client experience, quality assurance and transparent governance.
Work with us
Data Innovators Foundation
Democratising access to data and insights to improve lives
The Data Innovators Foundation is an independent non-profit organisation that brings data, technology and collaboration to systemic social challenges. We partner with philanthropic, public and civil society organisations to develop practical solutions that improve access to information, strengthen implementation and support better outcomes.
How we operate
The Foundation draws on Data Innovators’ technical capabilities through transparent, arm’s-length delivery arrangements and works through partnerships that bring the right institutions around a shared goal.
Our focus
- Children: strengthening the systems, services and evidence that support children to thrive.
- Youth: improving access to education, skills, employment and entrepreneurship pathways.
- Entrepreneurs: enabling enterprise development, access to opportunity and inclusive growth.
- Data, AI and technology for good: expanding access to useful evidence and responsible digital solutions.
Featured work
ECD Registration Management Tool
As part of South Africa’s Vangasali campaign, the Foundation supported the rollout of a digital registration management tool and revised registration process for early childhood development programmes across all nine provinces. Powered by ImpactBoard, the solution created a central view of programme information, streamlined workflow and gave government and partners clearer visibility of progress.
The work illustrates our approach: simplify a complex process, strengthen the underlying data and place usable information in the hands of the people responsible for implementation.
Powered by
Partners
The Data Innovators Foundation is registered with the CIPC as a Non-Profit Company (Reg. No. 2021/628189/08) and with the Department of Social Development as a Non-Profit Organisation (264-321 NPO).
Let's address systemic challenges collaboratively
Explore a partnership with the Foundation
What we do · Value Creation
Find, prove and scale responsible value from AI and innovation
AI creates value when it is connected to a strategic priority, supported by trusted data, adopted by people and measured in the real world. We work with leadership teams to move from possibility to a focused portfolio of opportunities, and from promising concepts to evidence, adoption and sustained value.
Where we help
Across the full lifecycle of value
Strategy & opportunity framing
Align AI and innovation to strategic priorities, identify value pools and shape a balanced portfolio.
Rapid experimentation & proof of value
Test high-potential use cases through focused prototypes, pilots and measurable value hypotheses.
Portfolio & product management
Establish decision gates, prioritisation, ownership and delivery discipline across initiatives.
Responsible AI & governance
Embed oversight, privacy, risk, ethics and human accountability into the lifecycle.
Build, buy & partner decisions
Assess solution options, vendors, architecture and delivery pathways against value, risk and fit.
Adoption & operating-model enablement
Redesign processes, roles and ways of working so solutions are used and value is sustained.
A practical path from opportunity to valueFive steps. Order
Five steps. Order
matters
1
Discover
Clarify the strategic problem, decision, user and value hypothesis.
2
Frame
Identify the opportunities worth testing and the evidence required to progress.
3
Prove value
Develop a focused prototype or pilot, test it with users and measure the agreed indicators of value, feasibility and risk.
4
Scale and embed
Strengthen data, architecture, governance, process, ownership and adoption to move from a promising solution to an operating capability.
5
Measure and learn
Track realised value, learn from implementation and use the evidence to improve the portfolio and inform the next investment decision.
Ways to start
Pick the entry point that fits your stage
AI Opportunity Sprint
A focused 2–4 week engagement for leadership teams that need a grounded view of where AI could create value, priority opportunities, feasibility, risk and a practical roadmap.
Decision Intelligence Diagnostic
For organisations struggling to turn performance data into timely decisions. We examine priority decisions, reporting pain points, data gaps and AI augmentation opportunities.
Rapid Proof of Value
A time-bound engagement to test a defined use case with real users and an agreed measurement plan. The output is evidence for the next investment decision.
Innovation Partner Model
An embedded partnership to manage an innovation portfolio, run experiments, build internal capability and progress successful initiatives toward scale.
What we do · Our Approach
Start with value. Prove what works. Scale with confidence
We do not begin with a technology looking for a problem. We begin with the outcome, decision, or user need that matters, and design the smallest credible step that can create useful evidence.
Our value creation principles
Six principles guide every engagement
Strategy before technology
Opportunities must connect to a real priority and accountable owner.
Evidence before scale
Test the value hypothesis, user response, feasibility and risk before major investment.
Business value and human value
Assess performance gains alongside trust, inclusion, experience and unintended effects.
Responsibility throughout
Governance is built into discovery, design, testing, deployment and monitoring.
Adoption is part of the solution
Process, incentives, capability and change are designed alongside the technology.
Measurement creates momentum
Credible results strengthen decisions, build confidence and generate reusable learning.
What you can expect
Clarity, honesty and visible decisions
- A clear articulation of the problem, opportunity and value hypothesis.
- Practical recommendations linked to organisational realities and constraints.
- Visible decision points, ownership and governance throughout delivery.
- Early involvement of users and stakeholders who will shape adoption.
- Measures that show whether the work is creating the intended value.
- Honest advice when the evidence suggests that an idea should change or stop.
What we do · MERL Tech
Impact intelligence that helps you prove, improve and adapt
We help funders, implementers and mission-led organisations build technology-enabled monitoring, evaluation, research and learning systems that make evidence useful, not only for reporting, but for management, learning and better decisions.
What we do
Evidence systems, end to end
MERL strategy & design
Theories of change, results frameworks, indicator systems, learning agendas and evaluation plans.
Digital MERL systems
Data collection, workflow, case-management and reporting systems, designed and implemented.
ImpactBoard implementation
Configure and optimise our platform around your programmes, indicators, users and reporting needs.
Impact analytics & visualisation
Transform programme data into clear insights, dashboards and decision-ready reporting.
Evaluation & learning
Conduct or support evaluations, syntheses and structured learning that inform adaptation.
Innovation & AI measurement
Define and track the business, human and social outcomes of digital and AI-enabled initiatives.
The difference
Roots in M&E, strengthened by technology
Our roots in monitoring and evaluation are strengthened by our analytics, product and technology capabilities. This allows us to connect the logic of an intervention to the systems, workflows, dashboards and management routines needed to use the evidence in practice.
Selected clients
What we do · Analytics & Insights
Better decisions with data your people trust and use
We design analytics capabilities around the decisions people need to make. From integrated reporting and operational dashboards to executive decision intelligence, we turn fragmented data into a clearer, more trusted view of performance and opportunity.
What we do
From fragmented data to trusted views
Analytics strategy & roadmap
Align data products, capabilities and investment to priority decisions and outcomes.
Data integration & trusted views
Connect fragmented sources, improve definitions and establish a reliable basis for reporting.
Dashboard & reporting solutions
Power BI, Tableau and Looker Studio solutions for operational, management and executive users.
Decision intelligence
Combine data, context, alerts and decision logic to help teams act sooner and with confidence.
Data storytelling
Translate complex evidence into clear narratives, visuals and communication products.
Self-service enablement
Strengthen governance, standards and user capability so teams answer more questions independently.
Designed for adoption
A correct dashboard can still fail
A technically correct dashboard can still fail if it does not fit the user's decisions, workflow or level of data confidence. We involve users early, simplify where possible and build capability around the solution so analytics becomes part of how the organisation works.
What we do · Solutions
Practical platforms that turn information into action
Our productised solutions build on recurring client needs. They combine configurable technology with implementation support, enabling organisations to move faster without forcing their work into a rigid off-the-shelf model.
ImpactBoard
A shared measurement layer, from frontline to executive
ImpactBoard is a configurable data management and performance platform for organisations that need to track indicators, manage activities and beneficiaries, consolidate information and automate reporting.
For programmes & impact portfolios
- Configure theories of change, results frameworks and indicators.
- Manage programmes, partners, sites, participants and beneficiaries.
- Capture data through structured forms and workflows.
- Monitor delivery, outputs, outcomes and risks through role-based dashboards.
- Strengthen reporting, learning and accountability across multiple stakeholders.
For organisational performance
- Track strategic objectives, KPIs and initiative portfolios.
- Consolidate information from multiple teams or systems.
- Provide management and executive views of performance.
- Monitor value realisation for innovation, analytics and AI initiatives.
- Create a clearer link between strategy, delivery and evidence.
Vantra
Inclusive procurement, managed in one place
A configurable platform for mining and other complex supply chains to manage inclusive procurement commitments, supplier participation, evidence and reporting, replacing fragmented spreadsheets with a shared, role-based view of commitments and performance across suppliers, contracts and communities.
- Track inclusive-procurement commitments and progress by contract and supplier.
- Improve visibility across multiple tiers of the supply chain.
- Manage supporting evidence, review workflows and non-conformance.
- Provide dashboards for executives, procurement teams and programme owners.
- Support structured reporting against relevant transformation and regulatory requirements.
What we do · Capability Building
Build the skills and confidence to put data to work
Technology creates value only when people can use it well. We design practical learning experiences for professionals who work with data but are not necessarily data specialists, helping them interpret, question, visualise and communicate information with greater confidence.
Data Storytelling
Our flagship capability-building programme
Data Storytelling helps teams turn analysis into clearer decisions and more compelling communication. More than 350 participants across over 50 organisations have taken part in our training and applied the techniques to real work products.
Communicating data clearly
Foundations of data quality, chart choice, visual hierarchy and audience-centred communication.
Creating compelling infographics
Turn evidence into accessible visual narratives using practical design tools.
Developing dashboards that matter
Design dashboards around decisions, users and a clear information hierarchy.
Data analysis foundations
Build confidence in structuring, analysing and interpreting data for everyday work.
Monitoring & evaluation foundations
Strengthen understanding of results chains, indicators, data collection and evidence use.
How learning is delivered
Applied to your context, not generic exercises
- Tailored workshops using your organisational context and, where appropriate, your own data.
- Mentorship that supports participants to apply learning to real projects and outputs.
- Coaching for individuals or teams who need targeted support and feedback.
- Applied assignments that produce useful work products rather than generic exercises.
Selected clients
What we do · Portfolio
Selected work in analytics, evidence and data communication
Our portfolio shows how we have helped organisations turn complex information into useful reports, dashboards, digital tools and visual stories. It demonstrates the technical, analytical and design foundation on which our innovation proposition is being built.
Browse by output
Four kinds of work
Reports & publications
Dashboards & decision tools
Infographics & data storytelling
Digital data & programme-management solutions
Featured work
Selected engagements
Minerals Council, Employment Equity & HRD reporting
Sector analysis and publication design.
DTIC, Industrial Financing reporting
Long-form report, executive summary, presentation and supporting communication outputs.
ILO, Skills assessment outputs
Multi-country research communication and infographics.
GIZ, PIDA & SIFA communication outputs
Data storytelling, digital content and campaign support.
Where we work · Industries
Innovation for high-stakes, data-rich environments
We are developing focused propositions in sectors where responsible use of data and AI can materially improve decisions, efficiency, customer outcomes and inclusion, combining emerging AI value-creation capability with established strengths in analytics, measurement, digital delivery and change.
FINANCIAL SERVICES
Financial Services
We help banks, insurers, funders and financial-services ecosystems explore and validate responsible AI and decision-intelligence opportunities, from customer and operational use cases to risk, portfolio performance and social-investment impact.
Priority topics: decision support, operational productivity, customer experience, inclusive finance, SME readiness, innovation portfolio management, impact intelligence.
MINERAL RESOURCES & ENERGY
Mineral Resources & Energy
We help mining and energy organisations improve visibility and decision-making across complex operations, transformation programmes and stakeholder commitments, spanning workforce and sector reporting, inclusive procurement, and data products for management oversight.
Priority topics: inclusive procurement, supplier and community outcomes, operational analytics, transformation reporting, portfolio oversight, responsible automation.
TELECOMS, MEDIA & TECH
Telecoms, Media & Technology
We support organisations in fast-moving digital ecosystems to turn data into product, customer and operational insight, while strengthening the measurement and governance needed for responsible innovation.
Priority topics: product and customer analytics, service performance, decision intelligence, platform-enabled impact, responsible AI adoption.
Insights
Practical thinking for leaders creating value responsibly
Our insights explore what it takes to turn AI, analytics and data into measurable value in real organisations. We share emerging lessons, established experience in evidence and analytics, and perspectives shaped through conversations with leaders across our focus sectors.
Cornerstone series
Ideas for leaders turning possibility into progress
01
SERIES 01
Responsible AI value creation in African organisations
Where AI can create value and what organisations need to make it real.
02
SERIES 02
From use-case list to investable AI portfolio
Prioritisation frameworks that turn long wish-lists into fundable bets.
03
SERIES 03
How to define a proof of value
Setting up tests that produce evidence, not just prototypes.
04
SERIES 04
Measuring business and human value
Assessing performance gains alongside trust, inclusion and experience.
New pieces in the series are released through the year. Get in touch to be notified as they are published.
Executive conversations
Small, practical, peer-led
We convene small, practical conversations for leaders exploring responsible AI, decision intelligence and impact. These sessions are designed for peer learning, honest questions and actionable next steps, not generic technology promotion. Our team also contributes to executive, data, innovation and impact forums.
Contact
Let's turn an important challenge into a practical first step
Whether you are exploring where AI could create value, improving a critical decision, strengthening impact measurement or modernising a data system, tell us what you are working towards. We will help you clarify the opportunity and identify an appropriate way to begin.
Data Innovators Group (Pty) Ltd
Email
info@datainnovators.co
Website
www.datainnovators.co
Telephone
+27 11 568 4818
Office
First Floor, Cradock Square Offices,
169 Oxford Road, Rosebank,
Johannesburg, 2196
169 Oxford Road, Rosebank,
Johannesburg, 2196
Description
Level 1 B-BBEE · African innovation & data partner
Use evidence and technology to strengthen impact
Purpose is central to who we are. We partner with corporate foundations, private foundations, development organisations, government and large NGOs to improve how programmes are designed, implemented, measured and learned from. Our contribution is strongest where strategy, data, technology and implementation need to work together.