What is Smart Finance?
Smart Finance is Hectelion’s AI-enabled and automation-driven service, designed to make selected core corporate finance tools more accessible, faster to deploy, and more structured.
The service combines the expertise of an independent advisory firm with professional financial models and intelligent automation processes. It enables executives and entrepreneurs to structure their financial analysis, secure early-stage decisions, and prepare for key financial discussions, without immediately engaging in a full-scope advisory mandate.
Smart Finance is neither a generic automated generator nor a substitute for professional advice. It is a decision-support tool, designed as a rigorous, clear, and well-defined first step.
Who is Smart Finance for?
Managers of SMEs and ETIs
Startup founders
Entrepreneurs and shareholders
Which needs does Smart Finance address?
Smart Finance addresses recurring and practical corporate finance needs. In particular, it allows users to obtain a credible order of magnitude of a company’s value, structure sensitive exchanges through key documents (such as confidentiality agreements), and prepare preliminary analyses ahead of a disposal, capital raising, or corporate reorganization.
It also helps users better understand essential financial mechanisms—without unnecessary jargon—and to prepare discussions with investors, banks, or advisors.
The objective is never to decide on behalf of the client, but to provide clear, structured reference points to support informed decision-making.
Save time
Smart Finance enables the rapid production of structured financial deliverables, without starting from a blank page or immediately engaging in a full advisory mandate. The tools are designed to accelerate early-stage analyses while meeting demanding professional standards.
Structuring financial thinking
The service helps establish a clear framework around often sensitive topics such as business valuation, discussions with investors, or the preparation of a transaction. It provides robust methodological reference points to avoid intuitive or poorly informed decision-making.
Tools designed by a practitioner
The models and processes are built on hands-on corporate finance experience, rather than generic generators. Each tool is designed to reflect real-world practices observed in valuation, M&A and financial structuring.
Preparing discussions effectively
Smart Finance enables discussions with investors, banks or advisors to be conducted on a structured and consistent basis. The deliverables support meaningful dialogue by clearly setting out key assumptions, valuation ranges and critical issues.
Structured & transparent approach
The scope, assumptions and intended use of the tools are explicitly defined, without overpromising or opaque automation. This level of transparency strengthens the credibility of the deliverables and supports their use as decision-support tools.
Digital tool vs tailored advisory
Smart Finance represents a structured first step, ahead of — where appropriate — a tailored advisory engagement with Hectelion. It helps identify more efficiently whether, when and on which topics a bespoke mandate becomes relevant.
How was Smart Finance designed?
Smart Finance was built on a simple principle: placing technology at the service of rigor, not the other way around.
The service combines Hectelion’s financial expertise with the capabilities offered by artificial intelligence and automation tools, in order to deliver structured, consistent, and actionable outputs. The models and processes rely on proven methodologies, robust financial and legal frameworks, and engineering focused on efficiency, traceability, and clarity.
Artificial intelligence and automation are used as tools for structuring and consistency, not as an end in themselves or a marketing argument.
Who designed Smart Finance?
Smart Finance was designed by Aristide Ruot, Ph.D., Founder of Hectelion.
Holding a Ph.D. in Management Sciences and with over ten years of experience in corporate finance, he primarily advises on business, asset, and financial instrument valuation, mergers and acquisitions, financial due diligence, financial structuring, as well as financial engineering and modelling.
He also personally designs the coding, automation, and integration of artificial intelligence tools applied to finance. Smart Finance is the direct extension of this dual expertise: mastery of financial methodologies and the ability to design, code, and automate them.
The tools offered are neither generic generators nor marketing-driven products, but models designed, tested, and applied in real-world corporate finance situations.
Which tools are available through Smart Finance?
Smart Finance currently provides a targeted selection of digital tools, including indicative business valuation reports and confidentiality agreements (NDAs).
These tools are delivered through a simple and guided user journey, supported by visual examples, diagrams, and explanatory videos to facilitate understanding and effective use.
Our methodological standards
The tools offered through Smart Finance are built on rigorous professional standards, identical to those applied by Hectelion in its advisory mandates.
Whether assessing a business value or securing sensitive exchanges through an NDA, each deliverable is based on recognized methodologies, explicit assumptions, and a deliberately prudent approach.
Valuations rely on the main approaches used by practitioners, notably market-based and income-based approaches, in order to provide credible and consistent orders of magnitude. Contractual documents are based on well-established legal structures, adapted to disposal, investment, or financial discussion contexts.
Smart Finance emphasizes transparency of mechanisms, neutrality of outcomes, and a clear separation between the digital tool and bespoke advisory services. The deliverables are intended to structure, prepare, and inform reflection, without replacing tailored support when matters become specific or material.
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