Our focus

Blockchain

Transparent, programmable infrastructure for value, security-first from the first contract we write.

We treat AI as a decision-making layer, not a feature. In our work, that means models that forecast price movement, agents that manage risk exposure in real time without manual approval, and interfaces that let a user ask a plain-language question and receive a real answer from a complex financial system.

Market momentum

The scale of the shift

Global AI spending is projected to reach $2.52 trillion in 2026, and the market for AI agents specifically is expected to grow from $8.03 billion in 2025 to $11.78 billion in 2026, a compound annual growth rate above 46%. Gartner projects that 40% of enterprise applications will include task-specific AI agents by the end of 2026, up from under 5% a year earlier.

Market figures are drawn from public reporting current as of early-to-mid 2026. These move quickly, verify and refresh before relying on them.

$67.4B
Projected blockchain market, 2026
68.4%
Compound annual growth rate
$7T+
On-chain perpetuals volume
$10B+
Tokenized real-world assets
The technology foundation

How we build for it

Our AI work spans three layers, all running on production-grade MLOps: versioned models, monitored pipelines, and continuous retraining, since a model accurate six months ago is not automatically accurate today.

Classical machine learning

Forecasting and risk scoring models, trained on structured market and behavioral data.

Deep learning

Pattern recognition across market and behavioral data too complex for classical models.

Agentic LLM frameworks

Modern LLM-based agents for automation and decision support, wired directly into live systems.

This shows up directly inside the products we build for clients, and inside our own delivery process.

  • Prediction models inside prediction markets
  • Risk engines inside lending and derivatives platforms
  • Anomaly detection inside data platforms
  • The same tools applied internally, from code review to test generation, so we move faster without compromising quality
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