Founder
Oleksii Slieptsov
Founder · Principal Architect – Treasury, Liquidity & Risk Systems
Nineteen years inside Tier-1 treasury and liquidity, including continuity through the 2022 invasion. Then he built the deterministic math to remove its slowest bottleneck, and published it as SSRN working papers.
Overview
Built from treasury operations, not from a pitch deck.
SAA Alliance was founded on a problem its founder lived at national scale: institutional risk runs on Monte Carlo, and Monte Carlo is too slow, too costly, and too hard to reproduce for the decisions that matter most.
Nineteen years inside Tier-1 treasury operations, with senior leadership beginning in 2014.
Maintained uninterrupted liquidity operations through the 2022 invasion and wartime disruption.
Formalised deterministic risk compute to remove the Monte Carlo bottleneck in institutional workflows.
The work is public on SSRN under his own name, with 16 working papers and 9 highlighted below.
160/160 · REVIEW_ONLY. The kernel behind the method matched a 100-million-path reference 160/160 in August 2026 – review-only, evidence public.
Team
Specialists around one evidence discipline.
SAA keeps team biographies concise and role-bound: institutional outreach, digital-asset risk, technical diligence and claim boundaries remain tied to the evidence stack.
Sergiy Yevtukh
Business strategy · institutional partnerships · market development
Leads business development, institutional partnerships and market expansion. Coordinates engagement with financial institutions, strategic partners and prospective clients.
Kyrylo Pavliukevych
Market structure · adversarial stress-testing · liquidity risk · cascade-risk analysis
Kyrylo’s focus is the gap between how risk models describe markets and how markets actually fail: liquidity that disappears at the moment it is priced, correlations that converge under stress, and cascade paths that standard metrics do not see.
Trajectory
A narrow operating history, carried into infrastructure.
The founder biography matters because the product is not a generic analytics dashboard. It is a control discipline built from treasury, liquidity, cash logistics and crisis continuity.
Ukraine’s largest systemically important bank.
64-person division · 30+ regional cash centers.
Uninterrupted national operations through extreme disruption.
Deterministic risk infrastructure.
ARIN22 acceptance battery closed 160/160 (review-only).
Research
Published as SSRN working papers.
The deterministic risk-compute method behind the ARIN22 deterministic kernel is distributed as SSRN working papers under the founder’s name.
Method
A Sampling-Resolution-Bounded Equivalence Benchmark for Institutional Risk-Compute Engines
Merged DRCET-2/3 · SSRN 7333578 · distributed · Aug 2026
DRCET-4 · SSRN 7334058 · distributed · Aug 2026
SSRN 6749279 · distributed · May 2026
SSRN 6749503 · distributed · May 2026
Control and domain
Backtest Evidence from Rolling-Window Validation and Cross-Product Implications for Risk-Decision and Company-Workflow Applications
A Supervisory Analytics Framework for Delegated Cash Custody Networks
The Impact of Migration Shocks (2013-2023)
A System Dynamics Approach
16 SSRN working papers – 9 highlighted above; full list on SSRN · as of Aug 2026
Verify: SSRN author page · ORCID 0009-0003-8242-2484 · acceptance evidence in the public data room →
Credentials
Only the defensible signal.
CBDA: Certified Big Data Analyst. CFA can be checked through the CFA Institute member directory; NVIDIA Inception links to the public program page.
Dossier
Request the founder brief.
Long-form founder bio, CV, press kit, speaker context, investor diligence references or a 1:1 meeting schedule.
