The world’s first Large Causal Architecture.
The breakthrough technology that makes enterprise consciousness possible.
The M5 competition: the world’s most rigorous forecasting test.
The winners improved benchmarks by 20-22%.
We beat the winners.
Then we beat everyone else.
All major time series competitions.
All major competitors — from siloed analytics to traditional AI.
One single model outperforming hundreds.
| Model | WMRSSE |
| Poem365 | 0.516 |
| IN_STU | 0.5204 |
| Matthias | 0.5281 |
| TS Mixer (Google) | 0.568 |
| TFT | 0.579 |
| DeepAR (Amazon) | 0.611 |
Variables don’t exist in isolation. Everything influences everything else.
Fount captures these interconnected relationships — the ripple effects, the feedback loops, the evolving patterns that traditional models can’t see.
It adapts as systems change, learning new causal patterns in real-time.
Cross-industry variable influence.
Ripple effects others miss.
Adapts as systems evolve.
Reveals why, not just what.
Four breakthrough technologies unified into one architecture. Together, they amplify each other.
The result: Intelligence that doesn't just process your data, it understands your business.
Actual causation
Ascends Pearl’s causal ladder by enabling interventional ‘what-if’ reasoning through counterfactual analysis, moving beyond traditional pattern recognition to understand true cause-and-effect relationships.
Hidden interconnected patterns
Captures complex multivariate non-linear relationships and interconnected impacts across large datasets, effectively handling multiple KPIs and intricate variable dependencies.
The optimal state
Simultaneously optimizes multiple interconnected marketing variables to maximize ROI across the entire mix, considering complex factor interactions for holistic business outcomes.
Unified intelligence
Deploys specialized AI agents working collaboratively on different analytical aspects, leveraging collective intelligence that exceeds individual AI capabilities for complex problem-solving.