“Our role is not only to invest. It is also to help entrepreneurs raise their game. On financial topics, that means reliable, readable, and actionable data.”

Thibault LOUGNON

Founder of the Investment fund Contribution

How Contribution helps its portfolio companies structure reliable financial reporting to scale

Contribution is the investment holding company founded by Thibault Lougnon, together with Jean-Baptiste Dumont. The fund positions itself as a “contributive investor”: a long-term shareholder that provides not only capital, but also experience, time, conviction, and operational support to the entrepreneurs it backs.

Contribution invests across two main areas of expertise: next-generation brands and software / enterprise solutions. The fund typically invests as a minority shareholder, with tickets ranging from €300k to €1m, at seed or growth stage, and focuses on profitable business models with disciplined growth.

In this context, the quality of financial management becomes a central topic. As a portfolio company grows, hires, opens new channels, structures its budget, or prepares future fundraising rounds, financial data needs to become more reliable, more readable, and easier to share between founders, Finance teams, investors, and the board.

With Nocloz, several companies in the Contribution ecosystem can structure a more robust financial foundation: monthly reporting, actual vs budget, performance tracking, shareable dashboards, governed financial data, and actionable analysis.

Key results

Better financial management for portfolio companies

Founders and Finance teams have access to more reliable data to monitor performance, understand variances, and prepare decisions.

A clearer view for the shareholder

The fund can rely on more structured, more comparable, and easier-to-use reporting in its exchanges with portfolio companies.

A more controlled path to scale

Companies can strengthen their reporting without building an overly heavy Finance organization or complex BI stack too early.

Dashboards adapted to founders, CFOs, and boards

Financial data can be shared with the right level of detail depending on the audience: CEO, CFO, managers, investors, or board members.

A foundation ready for AI-powered analysis

With Dana AI, analysis can rely on prepared, controlled, and structured data, rather than fragmented Excel exports.

The challenge

For a fund like Contribution, the financial challenge is not limited to receiving monthly reporting.

Each portfolio company has its own level of maturity: some are at seed stage, others are in growth; some already have a structured Finance team, while others still rely heavily on the CEO, an outsourced CFO, or a few Excel files. Business models also vary significantly: B2B SaaS, consumer brands, retail, hospitality, services, or industrial companies.

In this context, the shareholder must provide support without over-standardizing. The goal is not to impose the same reporting on every company, but to help each one build a financial foundation adapted to its own trajectory.

The questions are very concrete:

How can reporting be made more reliable without slowing the team down?
How can budget, cash, margin, or acquisition costs be monitored with reliable data?
How can the CEO and the board be given a clear view of performance?
How can each closing process avoid relying on manual restatements that are difficult to trace?
How can a portfolio company be prepared for a fundraising round, an acquisition, international expansion, or the transition to growth stage?

For Contribution, the issue is therefore both financial and shareholder-related: helping portfolio companies make better decisions with data that is more reliable and easier to share.

What Nocloz enables

Nocloz provides portfolio companies with a structured financial foundation, without forcing them to build a disproportionate Finance organization.

The platform first makes it possible to build reliable financial data. Accounting data, analytical data, budgets, restatements, mappings, and adjustments are organized within a governed model. Finance rules no longer remain scattered across files that are difficult to maintain: they are embedded in the platform.

This approach allows each portfolio company to preserve its own business logic. A consumer brand can monitor its channels, marketing costs, margin, or inventory. A SaaS company can analyze its P&L, expenses by team, budget, recurring revenue, or growth metrics. A multi-entity company can structure a consolidated view without losing granularity by entity.

Boardroom then makes this data visible and shareable. Founders, CFOs, managers, or investors can access dashboards adapted to their level of analysis: board summary, actual vs budget, detail by account, supplier, team, country, activity, or cost center.

Finally, Dana AI opens up a layer of actionable analysis. It can help query the data, highlight variances, produce summaries, identify anomalies, or prepare performance commentary. But its value comes from the Nocloz foundation: data that is already prepared, controlled, and structured.

For a fund, this combination matters. Nocloz is not only used to produce dashboards. The platform helps portfolio companies build a stronger financial infrastructure, while giving the shareholder a more reliable view of performance.

The impact

With Nocloz, Contribution can support its portfolio companies on a critical topic: raising the maturity of financial management.

For portfolio companies, this means less dependence on Excel files, fewer manual restatements, more reliable data, and a better ability to explain performance. Reporting becomes more useful for the CEO, more structured for Finance, and more readable for the board.

For Contribution, this means a more effective shareholder relationship. Exchanges are no longer limited to requesting figures or checking files. They can focus on variances, decisions, priorities, and value creation levers.

Nocloz also makes it possible to adapt the level of support to the maturity of each portfolio company. A seed-stage company can start by making its reporting and budget more reliable. A growth-stage company can structure more advanced dashboards, multi-entity tracking, views by team, or more detailed performance analysis.

The fund can therefore preserve its support philosophy: helping entrepreneurs structure their financial management without making their organization rigid.

What this case demonstrates

The Contribution case shows that Nocloz does not only address the needs of an isolated Finance team. The platform also addresses a shareholder challenge: helping a portfolio of companies better manage performance, make financial data more reliable, and prepare for scale.

For a fund, the value does not only come from cleaner reporting. It comes from financial data that the founder, CFO, managers, and investor can align around.

Nocloz then becomes a support lever: a way to professionalize financial management across portfolio companies, while respecting their maturity, business model, and trajectory.