Intelligent solutions for private market investors

The AI operating platform for private market investors.

Automate portfolio monitoring, fund diligence and investment workflows, with every output traceable to source.

Bank-grade SOC 2 Type II security Secure Microsoft Azure environment No training on client data Segregated environments Decision audit

The safe and secure AI-powered operating system that:

  • Automates limited partners’ workflows — portfolio monitoring, new fund screening and due diligence, manager research and selection, IC papers, reporting and cashflow management
  • Generates insights based on large volumes of non-standardised and inconsistent GP reporting, identifying patterns, trends and early signals
  • Enables better and faster data-driven investment decisions

Built for

  • Family offices
  • Endowments
  • Pension funds
  • Fund-of-funds managers
  • Secondaries managers
  • Investors in private markets

The problem

Vast volumes of inconsistent, unstructured fund data. Small teams.

The insights an LP needs already exist inside their own documents, but cannot be easily uncovered to enable fast, insight-driven decision making.

Unstructured, inconsistent, non-standardised data from every GP
Narrative-heavy, data-intensive reporting and fund documentation
Lead indicators, signals and patterns buried inside hundreds of PDFs
Judgement scattered across emails, spreadsheets and presentations
Limited bandwidth for co-investment and continuation vehicle dealflow
Institutional knowledge leaves the firm when team members leave
Legacy systems with bolted-on AI features and individual productivity tools do not compound.

Fund investors need a system that brings portfolio data, investment judgement and institutional knowledge together — and improves as the organisation uses it.

The platform

The AI operating system for fund investing and portfolio monitoring.

01

LP-specific automated workflows

End-to-end workflows built around how limited partners actually work.

02

Sharper, data-based insight

Evidence for the decisions that matter: allocations, re-ups, co-invests, valuations and exits.

03

Decision audit

Every output is traceable to the original source document, page and line — automatically, on every run.

04

Interact with your portfolio

Ask once and get an answer grounded in your entire funds portfolio, with its sources attached.

05

Institutional memory

Consolidates scattered knowledge and judgement so it stays with the firm, not with the individual.

06

Human-AI collaboration

The platform prepares the evidence. Your investment team makes the decision, with its time re-oriented towards the ones that matter.

The output

What lands on your desk.

Portfolio exposure roll-up

Current consolidated look-through across every fund, vintage, manager and underlying company.

Auditable fund performance

NAV, TVPI, DPI and IRR, each with provenance back to the document it came from.

Manager scorecards

Track record, loss ratio, marking bias, time-to-exit and peer rank in one view.

Early-warning signals

Valuation swings, narrative shifts and concentration alerts, quarter over quarter.

Scenario analysis

Multiple compression, distribution freeze and cashflow pacing, modelled on your book.

Drafted IC papers

Memos with the metrics, the drivers and the talking points — ready for your edit.

Team

Founded in Oxford by seasoned financial services professionals.

Supported by a team of software engineers, senior industry advisors and Oxford academics.

Irina Luckey

Irina Luckey

Co-founder
  • 18+ years across private market investing and asset management: direct infrastructure PE, credit, secondaries.
  • LP-side domain expertise: fund and GP diligence, portfolio monitoring, secondaries investing.
  • PGDip in Artificial Intelligence for Business, Saïd Business School, University of Oxford (current).

Previous roles and education

CPP Investments Macquarie INSEAD UNSW Sydney
Mike Wright

Mike Wright

Co-founder
  • 25+ years across investment banking and asset management: prime brokerage, global markets, equities and fund operations.
  • Chief Digital Officer, Chief Information Officer and Chief Technology Officer roles across an asset manager, an investment bank (capital markets and prime brokerage) and a payments startup.
  • Second-time fintech founder — Yellow Be.
  • PGDip in Artificial Intelligence for Business, Saïd Business School, University of Oxford (2025).

Previous roles and education

Investec RMB Ashburton Investments University of Oxford, Saïd Business School

Book a demo

See the Almagest AI platform in action.

A live walkthrough on an illustrative fund portfolio. No NDA required.

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