Predictive insight into financial performance
Financial Microscope is a specialised AI for financial analysis that shows you what’s coming next - not just what’s already happened. Trained on millions of real world company accounts, it predicts performance two years ahead, revealing risks and opportunities early. By modelling how business structure, management actions and market context drive future results, FM gives Private Equity, asset managers, lenders, M&A consultants and boards a decisive edge, enabling faster screening and due diligence, proactive portfolio moves and confident capital allocation with a genuinely forward-looking view of financial health and resilience.
Sustainability of Performance (SUP) is as close to a true prediction as possible, not a continuity-based forecast. It provides an outlook on a company’s ability to sustain healthy operations over the next two years, using advanced machine learning trained on millions of real cases rather than simple trend extension. Instead of relying on retrospective benchmarks, SUP analyses each company’s structure, behaviours and financial interactions across profitability, liquidity, efficiency and solvency. It anticipates where performance is likely to improve or deteriorate, so FM can flag risks in firms that appear stable and spot potential recoveries in those that are currently underperforming. This delivers a genuinely forward-looking view of financial health and performance.
FM’s predictive metrics turn forward insight into action across the deal cycle, so you can move earlier, with greater certainty. Its outlook extends up to two years, learned from millions of real cases, and is designed for practical use by investment teams. Pre-deal screening: Rapidly triage targets with a sustainability of performance view that highlights likely improvers and flags hidden fragility, focusing time on the few that matter. Due diligence and valuation: Go beyond past results with FM’s Financial Due Diligence outputs, which show predicted performance, key drivers and industry context to inform price, structure and risk mitigations. Exit validation: Confirm the equity story and timing by evidencing that recent improvements are sustainable over the next two years, linking drivers to FM’s outlook, and stress testing downside. Use this to decide hold vs sell, shape vendor due diligence and defend price. This is proactive decision-making: earlier warnings, clearer conviction and better capital deployment across the portfolio.
Financial Microscope turns early risk signals into timely action, giving investment and consulting teams a practical way to steady performance before problems crystallise. Its specialised AI provides a two-year outlook on where financial health is likely to weaken or improve, learned from millions of real cases rather than simple trend extension, so risks are surfaced far earlier than conventional reviews or credit scoring typically reveal. With this forward view, teams can prioritise interventions across a portfolio, assess counterparty exposure and covenant headroom, and evidence resilience through targeted simulations and stress tests, reducing surprise events and protecting value. The result is a shift from reactive measures to deliberate, well-timed decisions that enhance long-term resilience and returns, even in uncertain markets.
Most financial analysis tools only tell you what already happened, not what's coming next. They look at past numbers and hope to find clues for the future, but that's like driving by only looking in the rear-view mirror. By the time traditional methods spot issues, it's often too late, and even if you act, there's no guarantee you’re solving the right problems. The FM converts standard profit and loss and balance sheet data into a predictive model that represents the business itself: how it is run, how it is positioned and how it is likely to behave under real-world conditions. The model learns patterns from millions of cases and integrates firm signals across profitability, liquidity, efficiency and solvency with industry and macroeconomic context. From this, it generates the Sustainability of Performance (SUP) score, which is the predicted trajectory for the next two years, along with the reasons behind it and the levers that matter most. SUP is not a decision in itself. It shows where the company is heading and why, so PE teams can decide whether they want that trajectory and, crucially, test if they can change it. FM’s commentary and scenario simulation let you trial actions, see the predicted impact and judge whether the value creation plan is achievable before you commit capital, during ownership and ahead of exit. The future is not fixed; early, informed intervention can alter the outcome, and FM is designed to give you the evidence and time to do so.