These are not marketing documents.
They are technical methodology papers.
One registration. Access to all eleven research papers and the full due diligence package.
A specific question? For example:
"Does the research suite cover audit trail requirements for FCA-regulated discretionary managers?"
Direct factual response. No data-gathering. No bullshit.
Four papers. What we built in response to what we witnessed.
Why architecture is a business decision, not a development preference. The engineering case for how InvestPuppy builds Vektor — and why it was built that way from the first line of infrastructure.
Download PDF →What we built in response to what we witnessed — a staged, gated engagement structure for institutional-scale portfolio management deployments. The methodology behind the Alloy Partners pathway.
Download PDF →Why the two camps in wealth management technology cannot converge — legacy PMS with deep configurability but outdated architecture, and digital-native platforms with modern architecture but a configuration ceiling — and what Vektor built instead.
Download PDF →Register for access
One registration gives access to all eleven research papers, the Why Vektor document, and the DD Navigation Guide.
WP-09 (Risk Disclosure) is available without registration — we publish our risk disclosure before you ask.
After registration: start with the DD Navigation Guide. It maps every document in the suite to the question it answers and tells you what to read first for your context — commercial, methodological, compliance, or technical. DD Navigation Guide →
WP-01 · Excerpt · Quantitative Portfolio Construction
WP-01 presents a replicable, five-stage framework for constructing equity portfolios in concentrated domestic markets. The methodology describes how universe screening, simulation-based optimisation across 10,000 portfolio configurations, and index-relative tracking error minimisation combine into a coherent, scalable investment process — illustrated with a worked SGX implementation. The paper describes the methodology Vektor runs today, not an approach under development.
Read the full paper after registration →The complete index of the Vektor Research Series. Start here.
Access after registration →A five-stage framework for constructing equity portfolios in concentrated domestic markets — universe screening, efficient frontier mapping across 10,000 configurations, and lot-precise capital allocation. This is the foundational methodology paper. Read it before any other.
Access after registration →One-size-fits-all signal selection is where most systematic portfolios leave alpha on the table. This paper shows how per-instrument grid search across six indicators, validated by XGBoost, recovers it.
Access after registration →The gap between a target percentage weight and actual deployed capital is measurable drag. This paper documents how Vektor closes it — live prices at execution time, lot-size rounding, configurable cash buffer — and how 98.94% allocation efficiency is achieved on the SGX reference mandate (100-share board lots) — and 99.97% on a NASDAQ mandate — with the structural reason explained in Section 5b.
Access after registration →Default indicator parameters — SMA 50/200, RSI 14 — were calibrated for the average instrument. This paper explains why Vektor does not use them, and how a full grid search across the parameter space of six indicators finds the configuration with the highest historical risk-adjusted return for each stock.
Access after registration →Multi-currency is treated as a configuration option in most portfolio platforms. In Vektor it is a first-class design requirement — daily FX rate collection at 8 AM SGT, position-level currency conversion, and any base currency per client mandate.
Access after registration →A systematic platform that produces allocations without a complete record of how each decision was generated fails institutional compliance review. This paper documents Vektor's three-role accountability architecture and the complete action log that makes every investment decision transparent, explainable, and retrievable.
Access after registration →Most vendor technical documentation is a list of services used. This paper is a record of architectural decisions made — the reasoning behind each choice and what it would take to change them. Covers AWS service inventory, region-agnostic deployment, data flows, and current deployment status.
Access after registration →The term "AI-powered" has become a marketing claim so widely applied it has ceased to carry information. This paper states precisely where machine learning is used in the Vektor platform, what it does at each point, and where it is explicitly not used — consistent with MAS FEAT, SFC/HKMA, and FCA/PRA governance principles.
Access after registration →Fourteen specific risks named. No hedging language. We publish this before you ask.
Download PDF →The framework for evaluating a systematic strategy with no live track record. Read before your first meeting.
Download PDF →Also available after registration: First 90 Days → — what the first three months of a Vektor implementation looks like.
For field notes on implementation failure: /unvarnished →
