Data Discovery
Data Discovery is a Pretoria-based, founder-led boutique founded in 2013 that delivers bespoke credit risk, predictive analytics, BI and database services to financial services, insurance, telecom and retail clients across South Africa, India and Hong Kong.
- Company typePrivate
- Founded2013
- HeadquartersPretoria, South Africa
- Headcount1–10
- GTM typeB2B
- OfferingServices
What Data Discovery does
Data Discovery is a privately held, founder-led professional services firm headquartered in Pretoria, South Africa, established in 2013 by Benji Kok and Jacques Krynauw. The company delivers bespoke data, credit risk and decision analytics solutions to enterprise and mid-market clients in financial services, insurance, telecommunications and retail, with active delivery in South Africa, India and Hong Kong. Its service portfolio spans the full credit lifecycle — acquisition scoring, portfolio management, collections and rehabilitation — alongside statistical and predictive modelling, custom Power BI OLAP cubes and dashboards, SMS-based customer outreach, database development/hosting, and general consulting. Core technology comprises predictive analytics, machine learning, statistical modelling, business intelligence, OLAP, database management and API-based decision tools, supplemented by an XDS Credit Bureau integration for consumer credit and tracing data.
The business operates a dual revenue model: traditional professional services and consulting engagements, complemented by an outcome-based model in which Data Discovery absorbs development and marketing cost and is remunerated on profitable business written. Multi-year bespoke contracts are quoted rather than price-listed, and the firm goes to market through direct consultative field sales, supported by a LinkedIn-led presence, the company website, and memberships in SACRRA, DMASA and WASPA. With a stated 1-10 headcount, no external funding and no disclosed customers, Data Discovery functions as a specialist boutique whose differentiation rests primarily on the founders' credit risk lineage at TransUnion, Standard Bank, PCUBED and FirstRand's Direct Axis rather than on proprietary technology assets.
Data Discovery firmographics
Firmographics- Name
- Data Discovery
- Legal name
- Data Discovery
- Website
- https://data-discovery.co.za
- Company type
- Private
- Founded year
- 2013
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Data Discovery is a Pretoria-based, founder-led boutique founded in 2013 that delivers bespoke credit risk, predictive analytics, BI and database services to financial services, insurance, telecom and retail clients across South Africa, India and Hong Kong.
- Ownership category
- akta.pro rank
Data Discovery industry classification
Industry- Product category
- Business Intelligence & Analytics Services
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Data Platforms & Modern Data Stack Services (Lakehouse, DW, MDM) (BPAEAHAC)
- akta.pro secondary industries
- Data Monetization & Data Products Services (BPAEAHAL), Data Quality, Profiling & Cleansing (HDAEADAD)
Keywords
Where Data Discovery is headquartered
LocationHeadquarters
- HQ city
- Pretoria
- HQ country
- South Africa
- HQ region
- Africa
Offices1 record
Markets served
Data Discovery business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure
Revenue model
- Professional Services & Consulting: Consultative approach delivering bespoke analytical solutions. The company provides actionable insight into clients' potential and existing customer base, empowering clients to identify and retain ideal customer profiles. Services are tailored to client preferences with a consultative approach.
- Performance-Based Development: The company is open to carry all development and marketing costs and only be remunerated based on profitable business written as a result, providing an end-to-end solution with minimal financial risk to clients.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Other | Multi-year contract | Custom enterprise solutions with tailored pricing |
Go-to-market motion1 record
Distribution channels1 record
Marketing channels3 records
Data Discovery product offering
Product offeringCore offering
Data Discovery is a professional services firm that delivers bespoke analytical solutions covering the full credit lifecycle, from customer acquisition and credit risk scoring through to portfolio management, collections and rehabilitation. Its capabilities span data mining, predictive analytics, machine learning, statistical modelling, Power BI/OLAP dashboards, credit scoring, decisioning tools, SMS platforms, and database development/hosting/management, served through a consultative engagement model to clients in financial services, insurance, cellular/telecom, and retail.
Product overview
Data Discovery is a professional services firm offering an integrated suite of analytics solutions spanning the credit lifecycle. The portfolio combines Data, Credit Risk & Decision Analytics (core analytics, credit scoring, and decisioning), Customer & Portfolio Management, Power BI Cubes & Dashboards (BI visualization), Analytical Prospecting & Marketing Services, Collections & Rehabilitation Solutions, Statistical & Predictive Modelling (ML and statistical methodologies), and Database Development, Hosting & Management (infrastructure). Consulting Services provides strategic advisory to align solutions to business objectives. These offerings work together as end-to-end solutions—from prospect identification and customer acquisition through portfolio management, risk mitigation, and debt recovery—delivered through a consultative, client-aligned approach rather than as standalone software products.
Differentiator
Problem solved
Functional benefit
Products and services
- Data, Credit Risk & Decision Analytics Core analytics service providing data mining, business intelligence, OLAP, advanced analytics, credit scoring, and decisioning solutions to help organisations across industries make better-informed business decisions.
- Customer & Portfolio Management Solutions for managing credit exposure, risk level changes, customer segmentation and automated customer servicing to maximise cross-selling and up-selling opportunities.
- Power BI Cubes & Dashboards Custom Power BI dashboards and interactive OLAP cubes enabling non-technical users to access multi-layered data with drill-down capabilities and real-time information access.
- Analytical Prospecting & Marketing Services Analytical prospecting solutions that allow credit grantors to effectively profile the open market population and engage the right customers through personalised, targeted marketing.
- Collections & Rehabilitation Solutions Collection prioritisation and debtor segmentation solutions using predictive analytics to maximise right party contacts, accelerate cash flow, and reduce write-offs.
- Consulting Services Business consulting to help organisations define requirements, create strategies, and achieve goals through data-driven insights and a collaborative approach.
- Acquisition Solutions Customer acquisition strategy solutions including risk management tools, scoring solutions, affordability assessment, and fraud prevention to streamline account origination.
- Statistical & Predictive Modelling Data modelling services using statistical methodologies, predictive analytics and machine learning to answer complex credit risk and business questions.
- Database Development, Hosting & Management Custom database solutions connecting fragmented customer data through development, hosting, and management services with data mapping and normalisation practices to support disparate data sources.
Quantifiable outcome
- Maximised collection & recovery outcomes and revenue opportunities
- +3 more outcomes
Companies that use Data Discovery
Customer profileSegments4 records
Ideal customer profiles4 records
Data Discovery technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability6 records
Feature5 records
Data Discovery partnerships and signals
Strategic signalPartnerships
Eight partnerships are on record, tiered minor and core.
- ThriveminorPartner listed on the Data Discovery Partners & Affiliations page. Nature of partnership not specified.
- DocwizeminorPartner listed on the Data Discovery Partners & Affiliations page. Nature of partnership not specified.
- XDS Credit BureaucoreCredit bureau partnership enabling determination of consumer indebtedness, income prediction, and consumer tracing for credit risk assessment and collections efforts.
- PanaceaminorPartner listed on the Data Discovery Partners & Affiliations page. Nature of partnership not specified.
- StriveminorPartner listed on the Data Discovery Partners & Affiliations page. Nature of partnership not specified.
- SACRRAminorSouth African Credit and Risk Reporting Association - Industry association membership providing industry recognition and networking.
- DMASAminorDirect Marketing Association of South Africa - Industry association membership for direct marketing industry engagement.
- WASPAminorWireless Application Service Providers' Association - Industry association membership for mobile services sector engagement.
Scale indicators2 records
Recent moves6 records
Expansion highlights5 records
Data Discovery competitors and assessment
Company assessmentBroad incumbents
- TransUnion: Global credit bureau and information services company offering credit reporting, scoring, analytics and decisioning at scale across all of Data Discovery's target geographies. Both Data Discovery founders came from TransUnion, making it both a talent source and a direct competitor.
- Experian: Global information services company providing consumer and business credit reporting, scoring, marketing data and analytics. Operates broadly in South Africa and Asia, competing for the same credit risk and analytics budgets as Data Discovery.
- FICO: Global analytics software company focused on credit scoring, decisioning and fraud detection used by most major banks and lenders. Competes with Data Discovery's credit risk modeling, scoring and collections analytics services at the platform level.
- Fractal Analytics: Large analytics and AI services firm with significant presence in financial services, insurance and consumer industries across multiple geographies including India. Comparable as a scaled analytics services peer pursuing similar credit and customer analytics outcomes.
- Equifax: Global data, analytics and credit reporting company serving financial services, insurance, retail and telecom - the same verticals as Data Discovery - with significantly broader product and geographic coverage.
Direct peers
- Decision Inc: South Africa-based analytics and BI consulting firm offering data platform, advanced analytics, and decisioning services to enterprise clients in financial services and other regulated industries. Highly comparable in target market, geography and service portfolio to Data Discovery.
- Principa: South African decisioning and analytics firm specializing in credit risk, collections optimization and customer management for banks, lenders and insurers. Directly comparable in vertical focus and credit lifecycle coverage, with similar clientele in the South African market.
Regional players
- Merlynn Intelligence: South African AI and decision intelligence company offering predictive modeling, credit decisioning and risk analytics to financial services and other regulated industries. Comparable in geography, vertical focus and use of ML-driven decisioning.
Emerging players
- Mu Sigma: Decision sciences and analytics outsourcing firm serving banking, insurance, retail and telecom with predictive modeling and data-driven decisioning. Comparable in service-led analytics model and overlapping client verticals.
- Tiger Analytics: Data and analytics consulting firm delivering predictive modeling, ML, and BI solutions to banks, insurers and retailers globally. Comparable as a services-led analytics peer serving financial services, though primarily US- and India-focused.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights6 records
Customer concentration
Data Discovery social profiles
Digital presenceData Discovery financial estimates
Financial estimateRevenue estimate
Valuation estimate
Data Discovery leadership team
Management profileNumber of profiles
Profiles2 records
Data Discovery funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Data Discovery M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Data Discovery
What does Data Discovery do?
Data Discovery is a professional services firm that delivers bespoke analytical solutions covering the full credit lifecycle, from customer acquisition and credit risk scoring through to portfolio management, collections and rehabilitation. Its capabilities span data mining, predictive analytics, machine learning, statistical modelling, Power BI/OLAP dashboards, credit scoring, decisioning tools, SMS platforms, and database development/hosting/management, served through a consultative engagement model to clients in financial services, insurance, cellular/telecom, and retail.
Is Data Discovery a public or private company?
Data Discovery is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Data Discovery founded?
Data Discovery was founded in 2013. It employs 1 to 10 people.
Where is Data Discovery based?
Data Discovery is headquartered in Pretoria, South Africa, in the Africa region.
How does Data Discovery make money?
Two revenue lines are on record. Professional Services & Consulting is the primary driver. The others are performance-Based Development.
Who are Data Discovery's main competitors?
Broad incumbents on record are TransUnion, Experian, FICO, Fractal Analytics and Equifax. Direct peers are Decision Inc and Principa. Merlynn Intelligence is listed as a regional player. Emerging players are Mu Sigma and Tiger Analytics.
Does Data Discovery have an API?
No public API is recorded for Data Discovery.
What industry is Data Discovery in?
Data Discovery's product category is Business Intelligence & Analytics Services. Its primary akta.pro industry code is BPAEAHAC, Data Platforms & Modern Data Stack Services (Lakehouse, DW, MDM), with a secondary code of BPAEAHAL, Data Monetization & Data Products Services. Its NAICS code is 51821 and its SIC code is 7370.