Portfolio register
The register covers KS Venture Group’s product work and the research and prototypes of co-founder and CTO Kacper Saks. Each entry states its current status and the date it describes; paused and archived work stays on the record.
Projects shown: 9
Clashpoint
AI sales-coaching platform: call analysis, scoring and roleplay
Clashpoint is an AI sales-coaching platform that transcribes, analyses and scores sales calls, gives reps feedback and lets them practise in AI roleplay. Since 2024, Kacper Saks, co-founder and CTO of KS Venture Group, has designed, built and operated it end to end. Clashpoint is in development.
- Sector
- Sales Tech / AI Coaching
- Status
- In development
- As of
UKenergy
Site prospecting for battery storage (BESS) across Great Britain, built on open data
UKenergy is a geospatial prospecting tool for battery energy storage (BESS) in Great Britain, built on open data. It scores 807,954 land parcels in England and Wales by distance to the grid, tracks 2,625 BESS projects and their connection-queue status, and screens commercial and industrial sites for behind-the-meter batteries. It is a commercial tool built by a small team at KS Venture Group in September 2026; the repository is private and the app is password-protected.
- Sector
- Energy / Geospatial Analytics
- Status
- In development
- As of
Alpha Lab
A local research workstation for honest alpha research
Alpha Lab is Kacper Saks's local research workstation for building algorithmic strategies and searching for alpha signals, with integrity checks built into the tool: point-in-time data, a hash-chained trial ledger, sealed holdouts and overfitting statistics. Phases F0–F3 are complete; there are no results on real returns yet.
- Sector
- Quantitative Research Tooling
- Status
- In development
- As of
Worldclass Research Org
A research organization of AI agents in which nothing self-certifies
An open-source organization of AI agents, 39 role files plus an orchestrator in 13 divisions, built to take research from ideation to a submission-ready package. Every output must pass an executable gate and a paired critic. A pre-registered, blinded study tested whether those gates tell sound research from flawed; a public erratum later narrowed what it can claim.
- Sector
- AI / Research Automation
- Status
- Published research
- As of
QuantBrief
Multi-agent market-briefing system, built at a 48-hour hackathon
QuantBrief is a multi-agent system that screens market news, analyses SEC filings and turns them into scheduled written and audio briefings. Kacper built it in 48 hours at the Mistral AI Worldwide Hackathon 2026 as a full-stack web application with automated tests. It is a finished hackathon build that has not been developed since 1 March 2026.
- Sector
- FinTech / AI Agents
- Status
- Completed
- As of
Certo ESG Compliance Agent
Local AI assistant for CSRD/ESRS gap analysis and compliance evidence
A compliance assistant that checks company sustainability documents against the 10 ESRS standards and answers questions with a locally run language model, so documents are not sent to an external AI service. Later versions added an evidence graph, audit logging and a desktop app for triaging regulatory alerts. Work has been paused at the prototype stage since February 2026.
- Sector
- RegTech / ESG compliance
- Status
- Paused
- As of
GENS
Probabilistic athlete profiling from DNA and surveys
GENS is a prototype for probabilistic athlete profiling: it was designed to turn raw consumer DNA files into training-relevant trait tendencies, without deterministic claims or sport selection. In February 2026 it was redesigned around parent and coach surveys, with DNA optional. Work paused on 22 February 2026, before the DNA scoring was connected to real scoring data.
- Sector
- Sports Tech / Genomics
- Status
- Paused
- As of
Prediction Markets Alpha
Polymarket trading-bot prototype with five strategy modules
A Python trading bot for Polymarket with five strategy modules, Claude-based probability estimates and a pre-trade validation pipeline; its commits run from 14 to 20 February 2026. The only preserved trading record is one overnight paper-trading run of a single module; no live trade journal is in the repository. Work has been paused since 20 February 2026.
- Sector
- Prediction Markets
- Status
- Paused
- As of
X-Quant
A quant research program that learned to say no
X-Quant was Kacper Saks's solo quantitative research program. Its first version, a ≈274K-line trading platform, was rejected and decommissioned in August 2026, and its published metrics are withdrawn. The second version rebuilt the process around a written research constitution, found no strategy worth trading, and left a validation method that carried into Alpha Lab.
- Sector
- Quantitative Finance
- Status
- Archived
- As of
Interested in a project?
Technical documentation for each venture is available on request.