# Roadmap and Milestones

#### Roadmap overview (2026–2030)

UNIKO’s roadmap is designed to evolve from a focused operational system into broader infrastructure capability.

<table data-header-hidden><thead><tr><th valign="bottom"></th><th valign="bottom"></th><th valign="bottom"></th></tr></thead><tbody><tr><td valign="bottom">Year</td><td valign="bottom">Theme</td><td valign="bottom">Objectives</td></tr><tr><td valign="bottom">2026</td><td valign="bottom">Operational foundation</td><td valign="bottom">Stabilise performance, improve execution quality, refine parameter calibration, strengthen monitoring, deepen risk controls</td></tr><tr><td valign="bottom">2027</td><td valign="bottom">Strategy expansion</td><td valign="bottom">Broaden spread structures, add richer execution paths, improve multi-scenario handling and routing intelligence</td></tr><tr><td valign="bottom">2028</td><td valign="bottom">AI integration</td><td valign="bottom">Predictive recognition, adaptive parameter governance, stronger order flow intelligence within strict control boundaries</td></tr><tr><td valign="bottom">2029</td><td valign="bottom">Intelligent coordination</td><td valign="bottom">Multi-strategy orchestration under unified risk and execution governance</td></tr><tr><td valign="bottom">2030</td><td valign="bottom">Open infrastructure</td><td valign="bottom">Standardised integration, service output capability, data coordination, ecosystem-level collaboration</td></tr></tbody></table>

#### Milestone categories

To improve public transparency, milestones can be tracked by category:

1\.        Execution reliability (fill quality, slippage, uptime)

2\.        Risk controls (circuit breakers, anomaly response, stress testing maturity)

3\.        Data intelligence (coverage breadth, quality supervision, storage and reproducibility)

4\.        AI capability (regime classification, parameter adaptation, opportunity scoring)

5\.        Ecosystem maturity (governance, incentives sustainability, integration breadth)


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