Asset management · Datapred Portfolio Manager

Inside your mandate. Built to outperform.

Datapred reads the likely trend of every stock in your universe and builds target weights within your rules, every week. You decide.

Every stock, every week

The likely trend of your whole universe.

Your rules, as constraints

Number of holdings, weight per position, turnover budget, tracking error: the portfolio is built inside them.

Tested on history

Replayed on your history against your benchmark before it runs, and explainable line by line.

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PROBLEMS

Research notes are fog
until they know your mandate

Broker research, expert views, model signals: a portfolio manager receives them all day. Each one looks at a stock, on its own. Your positions, your weights, your turnover budget and your tracking error target stay out of the picture.

Datapred starts from that complete view, and from the question every benchmarked mandate asks each week: which stocks to hold, and at what weight.

More market data than a team can read

A universe of 100 or 200 stocks moves every day, and so do the drivers behind it. A team of portfolio managers reads a fraction of it.

A long way from a signal to a trade list

A ranked list of expected winners and losers still has to become post-trade weights and a list of moves. And that portfolio has to pass every constraint before anyone trades.

Construction rules change before anyone has measured them

Number of lines, turnover budget, sector caps, tracking error target: each rule shapes the portfolio. Tightening one is usually decided before anyone has measured what it does to performance and risk.

Your recommendation has to hold up in committee

Investment committee, risk, compliance and clients will ask how you built your view and why it moves. Every Datapred output comes with its drivers, so yours is always explainable.

SOLUTION

How the Datapred
Portfolio Manager works

See every trend through your mandate and turn it into performance.

Two steps, every week. Datapred ranks and sizes. You decide.

Step 1 · Price trend detection

Datapred app
Datapred app, Markets module, Analyses and Forecasts tab: trend and market visibility for one stock of the MSCI EMU Large Cap, from the next business day to 9 weeks ahead. Stock name and price masked.

Markets module, Analyses and Forecasts, 28 October 2026. Stock name and price masked.

Step 2 · Portfolio optimisation

Illustrative data

From trends to target weights, inside your rules

PositionForecast trend0%1%7.5%Move
Stock H0.00at the 7.5% cap
Stock B+1.50new position
Stock A+0.30
Stock C+0.15
Stock M−0.15
Stock V−1.90closed
Current weightTarget weightWeight per position: 1% to 7.5%
38Number of holdings, 40 maximum
2.1%Traded this week, inside a turnover budget of 10% a month
≥ 4.5%Tracking error against your benchmark

Rules of the mandate in production. Other rules are configured on request, for example sector caps and exclusion lists.

Step 3 · You decide

Datapred

  1. Forecasts every stock in your universe
  2. Ranks and sizes, inside your rules
  3. Sends target weights and moves, the largest explained

Datapred executes nothing

You

  1. Review the moves
  2. Keep what you want, drop the rest
  3. Execute with your own tools
YOUR CONSTRAINTS

Your flight simulator

Change a constraint, see what it does to your portfolio, before it costs you

Datapred replays your strategy on your own portfolio and your own history. Tighten the turnover budget, cap a sector, loosen the tracking-error target: you see the impact on performance and risk, adjust as you wish, and only then fly for real.

Pilots train in a simulator before they fly. So should a portfolio.

Replay on your history · Illustrative data

Current rulesWith a sector cap
Illustrative replay of a strategy under two sets of constraints over 12 months Fictional data, no figures. The current rules end higher; the version with a sector cap ends lower but falls less in the dip around month 4. Portfolio value (illustrative data) Month 1Month 6Month 12 Shallower drawdownCurrent rulesWith a sector cap

Illustrative data, not actual results. Two versions of the same rules, replayed on the same 12 months of history. The real replay runs on your universe, your constraints and your benchmark.

VALIDATION

Tested before it runs
on your portfolio

Every strategy, and every constraint change, goes through the same 4 steps before we talk about deployment.

01

Configure

Choose the horizon and the parameters of each variant to test.

02

Backtest

Replay each variant on your history, under the same constraints.

03

Compare

Measure performance against your benchmark and assess risk.

04

Confirm

Evaluate the selected variants on data that wasn’t used to select them.

EVERY WEEK

What lands in your
inbox each week

One email, with an Excel file attached.

Target weights and moves to review, line by line

Every position with its target weight, and the buys and sells to reach it from the portfolio’s current weights. In the Excel file.

Attached Excel file · 1 line per position

Illustrative data
PositionPrevious weight %Target weight %Total change %
Stock B0.001.50+1.50
Stock A2.102.40+0.30
Stock C3.703.85+0.15
Stock D1.801.90+0.10
Stock E2.502.55+0.05
Stock V1.900.00−1.90
Stock M3.203.05−0.15
Stock W2.602.55−0.05
+ 31 positions unchanged

The whole portfolio, 40 lines at most. Increases and decreases balance at 2.10 points each: the portfolio stays fully invested.

A summary of the moves, in figures and in words

Turnover and trading cost, the sectors with weight increases and decreases, a short note on the largest moves, and the count of positions opened, closed, increased and reduced. In the body of the email.

Body of the email

Illustrative data
2.9%Total portfolio turnover
2.1%Active turnover
1.2%Passive drift
0.008%Trading cost

Sectors with weight increases: Health Care, Industrials, Financials. Among the largest increases, Stock B and Stock C are up on all 3 periods, with low volatility. The recent trend of Stock A is stable, with medium volatility.

Sectors with weight decreases: Utilities, Energy. Among the largest decreases, Stock V is down on all 3 periods, with low volatility, while Stock M is up, with high volatility.

Summary of movesCountWeight change
New positions11.50%
Closed positions11.90%
Increased positions40.60%
Reduced positions20.20%

Same structure as the real weekly email, translated. Every number is fictional.

SECURITY

Security

Datapred SA is certified ISO/IEC 27001:2022 (April 2026). The platform supports two-factor authentication and single sign-on.

WHO IT’S FOR

Who it’s for

CIOs and portfolio managers running benchmarked equity mandates, at an asset manager or a private bank. Family offices with an in-house equity mandate too.

Equity portfolios today. A broader universe is scoped case by case.

How to start

A 30-minute call to go through your universe, benchmark, mandate rules, data and decision process.

Then a paid pilot on your own universe and history: we replay the strategy under your constraints and report performance and risk against your benchmark. You see the numbers on your own mandate before any deployment.
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