A digital twin of your business — powered by causal AI
Kanara AI builds a living causal model that captures how your business actually works — so you can simulate decisions, predict outcomes, and act with confidence.
Ask a question. Get a causal answer.
Shifting 20% to digital increases revenue by +12.4% via the Digital → Leads → Revenue path. Peak impact at month 3. Recommended.
Six integrated capabilities. One platform.
Enterprise-grade causal intelligence, built for leaders — no data science degree required.
Causal Discovery & Driver Mapping
Automatically identify the true cause-and-effect relationships across your business — revenue drivers, marketing, pricing, and external factors.
- Automated causal graph (DAG) generation
- Interactive visualisation of revenue drivers
- Variable tagging and classification
- Multiple causal discovery algorithms
Structural State-Space Models
Capture dynamic, time-varying causal effects across your entire business ecosystem — revealing how driver impact shifts over time.
- Time-varying causal coefficients
- Handles confounders and latent variables
- Rigorous econometric foundations
- Automatic model selection and validation
What-If Scenario Simulation
Test mission-critical decisions before committing. Model pricing changes, budget shifts, market entry — and see the predicted causal impact.
- Strategic intervention simulation
- Budget and resource reallocation modelling
- Side-by-side scenario comparison
- Confidence intervals on predictions
Marketing Mix Analytics
Go beyond standard MMM by validating channel attributions with causal evidence — so you can trust the ROI figures you present to the board.
- Causal channel attribution and ROI
- Cross-validate MMM with causal evidence
- Identify confounders standard MMMs miss
- Actionable budget optimisation
Explainable Intelligence
Every insight comes with a clear causal explanation. Designed for executive conversations — see the causal paths and communicate with confidence.
- Visual causal path explanations
- Plain-language insight summaries
- Full audit trail of model decisions
- Exportable reports for stakeholders
Agentic AI & Natural Language
Ask questions in plain English and intelligent agents discover data, build causal models, run simulations, and present results. No code required.
- Natural language → causal answer
- Autonomous multi-step analysis agents
- Built for leaders, not data scientists
- Context-aware follow-up and drill-down
Your business as a living causal system
Revenue, marketing, pricing, competition — interconnected forces shaping every outcome. Kanara AI maps them causally, then keeps the model alive with your real data.
See the platform in action.
Book a personalised demo and explore how Kanara AI builds a digital twin of your business.