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KNOWSIS
🤖 DATA ALCHEMY FOR THE AGE OF AI

Turn Your Data Into Gold

Advanced analytics that transform lead data into
strategic insights that drive real business value

The Data Alchemy Framework

Seven transformations that turn raw data into strategic intelligence

◆ Click any transformation to explore ◆

01
Description
02
Distillation
03
Segmentation
04
Synthetic
05
Prediction
06
Causation
Transformation 07
Synergy

Create real client value by combining analytical expertise with contextual understanding—co-developing bespoke solutions, not off-the-shelf products.

Synergy is what turns a model into a movement.

With deep experience on both the data and client sides, Knowsis bridges the technical and the strategic—not just delivering insight but embedding it.

Powered by Deep Learning • Machine Learning • Knowsis AI

See Our Signature Engines

Data Alchemy Platform Pricing

Self-service AI-powered analytics tools — no data scientist required

Trial
Experience the platform
Free 14 days
  • All 5 core apps
  • 10 Description sessions
  • 2 sessions per other app
  • 500 rows per analysis
  • 20 Alchemist AI queries
  • Synthetic Data Engine
Start Free Trial
Starter
For occasional projects
ZAR1,250 /month
ZAR 15,000/year (billed annually)
  • All 5 core apps
  • 5 sessions per app/month
  • 1k rows per analysis
  • 50 Alchemist queries/month
  • Unlimited Description
  • Synthetic Data Engine
Get Started
or ZAR 1,500/month billed monthly
Pro
Full data science toolkit
ZAR10,000 /month
ZAR 120,000/year (billed annually)
  • All 6 apps incl. Synthetic Data
  • 20 sessions per app/month
  • 100k rows per analysis
  • 300 Alchemist queries/month
  • Advanced filtering
  • Model export
Get Started
or ZAR 12,500/month billed monthly

Enterprise

Need unlimited usage, custom integrations, dedicated support, or on-premise deployment? Let's talk.

Contact Us

All plans include access to our tried and tested data alchemy tools:

🤖 AI Data Alchemist AI methodology advisor
📊 Description Interactive data explorer
🧪 Distillation Index creation
🎯 Prediction Catalyst driver analysis
🔬 Segmentation Outcome-based segmentation
Synthetic Data Pro only
FEATURED CASE STUDY

Decoding Financial Health Across Europe

How Intrum & FT Longitude used Knowsis Data Alchemy to segment 20,000 consumers by behavioural drivers—not demographics

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Consumers Analyzed
0
European Countries
0
Behavioural Personas
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Data Alchemy in Action

The Challenge: Understand what drives financial resilience across diverse European populations

The Approach: Full Data Alchemy Framework deployment
Distillation: Created Money Management Index using deep learning
Causation: Catalyst methodology revealed behavioural drivers
Segmentation: Four Types of Money Manager identified
Synergy: Persona Engine brings segments to life with Knowsis AI

The Impact: Payment strategies now tailored by behavioural type, guiding policy across €billions in consumer debt. Report published across 20 European markets.

What's Your Strategic Challenge?

Select your challenge to discover the right solution — delivered in the format that creates the most value

📡
Brand Equity That Doesn’t Convert
Many brands are emotionally familiar but strategically underleveraged. Resonance Engine reveals how people feel about your brand—and why—so emotional equity can be activated to drive preference, growth, and differentiation
→ RESONANCE ENGINE

Map your brand's true resonance — beyond awareness to emotional connection. Identify your "Movable Middle" and diagnose exactly where to strengthen Signal, Fit, Affinity, and Gravity.

Delivered as: Strategic report, Brand Health Dashboard, or API integration

Learn more about Resonance Engine →
🎯
Insight Without Investment Clarity
Knowing what drives outcomes isn’t enough. Catalyst quantifies impact potential—showing where change will actually move the needle, and where investment will return real ROI
→ CATALYST FRAMEWORK

Move beyond correlation to investment prioritization. Distinguish Accelerators from Hygiene Factors. Know exactly where each CX rand will generate the highest return.

Delivered as: Strategic report, Self-service dashboard, or CRM integration

Learn more about Catalyst Framework →
🧠
Segments That Don't Predict Behaviour
Your demographics describe who customers are — but fail to explain why similar people make completely different choices
→ IMPULSE ENGINE

Decode the psychological drivers behind decisions. Segment by motivational dominance — the deep-seated needs that actually shape choice, not just stated preferences.

Delivered as: Strategic report, Motivation profiler tool, or Scoring API

Learn more about Impulse Engine →
💬
Static Personas, Limited Impact
Personas often live and die in slide decks—hard to revisit, harder to apply. Persona Engine transforms rigorous segmentation into a living, conversational tool teams can explore, question, and use in real decisions.
→ PERSONA ENGINE

Turn segments into interactive advisors. Chat with AI personas grounded in real behavioural data — explore motivations, test messaging, build empathy across your organization.

Delivered as: Interactive chat platform, Team workshop tool, or Embedded API

Learn more about Persona Engine →
🔬
Small Surveys, Big Ambitions
Your budget allows for n=1,000 but you need population-level insights — traditional methods force impossible trade-offs
→ SYNTHETIC PROJECTION

Scale survey insights with AI. Project small-scale research onto population datasets — preserving attitudinal patterns while achieving demographic representativeness.

Delivered as: Population dataset, Self-service platform, or Syndicated data integration

Learn more about Synthetic Projection →

Knowsis Signature Engines

Proprietary analytical systems that decode behaviour

🎯
Brand Equity
Resonance Engine

Measure the cognitive, emotional, and contextual strength of your brand connection. Identify the "Movable Middle" - consumers with latent potential who represent your biggest growth opportunity.

  • Brand Resonance Index (BRI)
  • Four signals: Fit, Signal, Affinity, Gravity
  • Segment into four zones from Core to Static
Learn More
Investment Prioritization
Catalyst Framework

Move beyond "what matters" to "where should I invest?" Distinguish between Importance (predictive power) and Impact (ROI leverage) to prioritize resources strategically.

  • Six strategic categories from Accelerators to Deprioritize
  • Machine learning driver analysis
  • ROI-driven investment roadmap
Learn More
Premium Upgrade
Outcome-Based Segmentation
Go individual-level. Segment by behavioural mechanics, not demographics. Creates personas like "Four Types of Money Manager."
Elite Add-On
+ Persona Engine (Knowsis AI)
Chat with your segments. Turn personas into strategic advisors.
💡
Motivational Segmentation
Impulse Engine

Decode the psychological "why" behind behaviour. Identify dominant internal drivers like security, novelty, control, or belonging that predict purchase decisions better than demographics.

  • Psychological driver profiling
  • Motivational polarities mapping
  • Behavioural prediction modeling
Learn More
🔬
AI Data Scaling
Synthetic Projection

Scale small-scale surveys to population-level insights using generative AI. Bridge the gap between rich attitudinal research and large representative datasets — without compromising statistical rigor.

  • Project n=1,000 → n=20,000+ population datasets
  • Preserve complex attitudinal patterns
  • Automated quality validation
Learn More

Frequently Asked Questions

What you need to know about Data Alchemy

What is Data Alchemy and how does it differ from traditional analytics?

Data Alchemy is Knowsis's proprietary seven-pillar analytical framework that transforms raw data into strategic business insight. Unlike traditional analytics which focuses on reporting what happened, Data Alchemy integrates Description, Distillation, Segmentation, Prediction, Causation, Synthetic Data Generation, and Synergy to reveal why things happen and what to do next — combining behavioural science with advanced machine learning to decode the human mechanics behind business outcomes.

What industries does Knowsis serve?

Knowsis works across financial services, FMCG, retail, and consumer credit sectors. Clients include organisations such as Intrum (European debt management), JTI (tobacco and consumer goods), Capitec Bank (South African retail banking), and Trade Intelligence (South African retail data). Our analytical frameworks are sector-agnostic by design, built on universal behavioural principles that apply wherever human decision-making drives business results.

What is the Data Alchemy Platform?

The Data Alchemy Platform is Knowsis's self-service analytics suite, accessible at apps.knowsis.work. It provides browser-based access to our proprietary analytical engines — including the Catalyst Framework for driver analysis, the Distillation Engine for deep learning pattern detection, and the Segmentation Engine for outcome-based clustering. The platform enables organisations to run advanced behavioural analytics without requiring in-house data science teams.

What results can I expect from working with Knowsis?

Outcomes vary by engagement, but representative results include: identifying the non-linear behavioural drivers behind consumer financial health across 24 European markets (for Intrum's European Consumer Payment Report), revealing hidden customer segments with 3–5x higher conversion potential through outcome-based segmentation, and scaling small-sample attitudinal research to population-level datasets using synthetic data projection.

How does Knowsis pricing work?

Knowsis offers tiered access to the Data Alchemy Platform, ranging from a free Trial tier with limited analyses, through Starter and Professional tiers for growing teams, to an Enterprise tier with unlimited access, custom engines, and dedicated analytical support. Bespoke consulting engagements are priced separately based on scope. Contact us for a tailored quote.

What are Knowsis's Signature Engines?

Knowsis Signature Engines are proprietary analytical systems designed to solve specific strategic problems. The Resonance Engine measures brand equity through cognitive and emotional connection strength. The Catalyst Framework prioritises investments by distinguishing importance from impact. The Impulse Engine decodes psychological motivational drivers behind behaviour. Synthetic Projection scales small surveys to population-level datasets using generative AI.

Where is Knowsis based and how do I get started?

Knowsis is headquartered in Cape Town, South Africa, and serves clients internationally. Getting started is straightforward: book a free discovery call to discuss your strategic challenge, or sign up for a Trial tier on the Data Alchemy Platform to explore the self-service analytics tools.

Last updated: February 2026

Ready to Turn Your Data Into Gold?

Book a conversation or tell us about your challenge — we'll show you how Knowsis can help.

📅 Book a Discovery Call

Schedule a 30-minute conversation to discuss your challenges, explore which Knowsis solution fits best, and understand how we'd approach your specific situation — whether that's a strategic report, interactive tool, or embedded analytics.

30 minutes • Video call • No obligation

✉️ Send a Message

Prefer to share details first? Tell us about your situation and we'll respond with initial thoughts — typically within 24 hours.