Keel · by Ploutech

Institutional-grade investment models, with every number on the record.

Keel gives independent wealth managers, family offices and boutique investment firms one system for security analysis, portfolio construction and oversight. Every output keeps its method, inputs and assumptions, so you can show a client or a supervisor exactly how you got there.

AUDIT RECORD · AN-0001keel v0.1.0
engineAnalysis
modelsdcf · residual-income · multiples · earnings-quality
inputsfingerprint ebea247e
fair value€34.37 per share
M-score−2.36 · no manipulation signal
replayoutputs match exactly ✓
Sample record from the prototype · fictional company
The problem

Small firms run their core work across tools that don’t connect.

Large private banks build their analytics in-house. A €300M wealth manager or a 12-person boutique cannot, so the work ends up in spreadsheets with no audit trail.

Analysis in spreadsheets

Valuations built by hand, one analyst at a time. Assumptions are hard to review and impossible to reuse.

Allocation somewhere else

Market assumptions copied from research notes; portfolios built from templates rather than each client’s goals.

Client documents by hand

Policy statements and suitability reports drift away from what the portfolio actually holds.

Oversight once a quarter

Attribution, manager reviews and compliance checks assembled from exports at period end.

The product

Three engines on one data model.

A valuation from the Analysis Engine becomes an input to the Allocation Engine, and the portfolio it builds is what the Oversight Engine monitors and reports on.

01 · security analysis

Analysis

Value a company several ways and see where the market price departs from it.

  • DCF, residual income and peer multiples
  • Earnings-quality and manipulation screen
  • Bond pricing, duration and credit risk
  • Hidden-value score
02 · portfolio construction

Allocation

Build portfolios from each client’s goals, constraints and real tolerance for risk.

  • Capital market expectations by building block
  • Ability and willingness risk profiling
  • Constrained mean–variance optimisation
  • Goals tested for probability of success
03 · monitoring and governance

Oversight

Keep every portfolio suitable, documented and explained between reviews.

  • Suitability and conflict-of-interest checks
  • Investment policy statements drafted for you
  • Drift, corridors and rebalancing trades
  • Performance attribution and manager selection

Explainability and audit layer

Every output stores its method, inputs, assumptions, data timestamp and model version. Any run can be replayed to prove it reproduces exactly.

Open the prototype
Why now

European rules now expect advice you can explain.

Keel is built for firms supervised under MiFID II. AI reads filings and drafts documents; coded, versioned financial models produce every figure. Nothing is a black box.

ESMA statement on AIManagement stays accountable for AI-assisted advice, clients are told how AI is used, and records are kept. Keel’s audit layer keeps those records.
MiFID II suitabilityEvery recommendation must fit the client’s objectives and risk tolerance. Keel links the client profile, policy statement and portfolio.
EU AI ActScrutiny of AI in finance is rising. Keel’s models are documented and explainable from day one.
DORAFirms must oversee their technology providers. One documented platform replaces a patchwork of tools.
Who it’s for

Built for firms too small to build their own.

Independent wealth managers

Client profiling, policy statements, goals-based portfolios and reporting in one workflow.

Family offices

Allocation across liquid and private assets, manager selection and a consolidated view.

Boutique managers and originators

Company analysis, screening and investment memos your investment committee can audit.

Pilot programme · 2027

We’re choosing our first pilot firms in the Netherlands and Belgium.

Pilot firms get early access to all three engines, help shaping the product around their workflow, and preferential pricing at launch.

The prototype runs on illustrative data so you can explore every model today.

Get in touch
Mohammed@ploutech.com
Email us
Mohammed Shams Addin, founder · Utrecht, the Netherlands