Financial Crisis Case Studies

Liquidity is a crucial yet often misunderstood macro variable. The Fed has been running QT for a while and yet there is still abundant liquidity in the financial system. Fed’s bond holdings are down $1.3 trillion from their peak (due to QT), yet only half of this supposed tightening has actually impacted bank reserves (aka ‘’liquidity’’) which are down a meagre $0.7 trillion. This ongoing ‘’money mystery’’ has caught many off-guard in 2023, and liquidity developments could be surprising in 2024 as well. Back in 2021 the Fed had an issue: rates were at 0%, and there was too much money in the system. Money Market Funds (MMF) were bidding up T-Bills so much that yields were testing negative levels (!), and so to stabilize money market rates the Fed proposed a friendly alternative: the Reverse Repo Facility (RRP). This encouraged MMF to park money at the Fed, and they did in huge size: the RRP reached $2.5 trillion. You can think of this like pent-up ‘’liquidity’’ stored in a corner of our financial system.  But here is the thing. In 2023 MMF have unleashed this pent-up force: the RRP usage has dropped materially, and this wave of supportive ‘’liquidity’’ has been thrown at markets. Specifically, MMFs drained down their huge RRP balances and they bought T-Bills the US government issued to roll-over debt. The marginal bid absence in bond markets from the Fed doing QT was (partially) replaced by money market funds buying T-Bills. The result is that QT didn't drain ‘’liquidity’’ from the banking system (orange) but the RRP picked up the slack instead. Today the RRP facility is significantly lower though, and as QT continues this ''sterilization'' effect might not work as well in 2024. This is already leading Fed members to discuss a slowdown in QT to avoid another blow-up in repo markets as the one we saw in 2019. Liked this analysis and you want access to my Institutional Macro Research? Ping me (Alfonso Peccatiello) on Bloomberg and I will set you up!

🚨 Banks are flashing early warning signs again — and it’s showing up in the repo market. The Fed’s standing repo facility — the “emergency cash window” for banks — is suddenly getting heavy use. That’s not seasonal. It’s stress. 💧 Here’s what’s happening 👇 💸 Banks borrow overnight to balance daily cash needs. When those short-term rates get too expensive, they turn to the Fed instead. That shift = tighter liquidity. In 2019, the repo market broke when a small cash shortage sent rates into double digits. The Fed learned its lesson and built a permanent safety valve — the standing repo facility — to prevent that chaos again. Now, that facility is being tapped at the highest level since the COVID crash. That means banks really need cash. Why? Quantitative tightening (QT) is draining reserves. Massive Treasury bill issuance is sucking more money out of the system. Together, they’re drying up liquidity fast. The stress is also visible in the SOFR-IORB spread — the gap between what it costs to borrow cash vs. what banks earn holding reserves at the Fed. That gap just hit 16 bps — the widest since 2020. In money markets, that’s a red flag 🚩. The system isn’t breaking… but it’s creaking. These are the subtle signs that the plumbing of finance is under pressure. The good news? The Fed knows this movie. Once QT slows or ends, liquidity should ease, repo usage should fall, and the stress will fade. But for now — the message is clear: 👉 Liquidity is tightening. 👉 The Fed’s safety nets are catching more weight. Source: zerohedge

There has been much consternation in the Canadian venture capital ecosystem recently, particularly since the release of the CVCA data which showed an ongoing decline in the number of investments and dollars invested in the Canadian venture capital ecosystem. Some folks are claiming that it is evidence of Canadian entrepreneurs are moving south, US venture investors cooling to Canadian opportunities, or structural issues with the Canadian tech ecosystem. People are quick to point fingers at Canadian-specific issues; however, further analysis reveals that this is not a Canadian-specific problem. The Canadian venture investment activity continues to mirror the US ecosystem; looking at the number of deals, Canada continues to track very closely to the US market.  In terms of venture dollars invested, while Q1 2025 in Canada was soft, it is within the bounds of normal market fluctuations relative to the US – which tend to be significant given the relatively small size of the Canadian market and follows a particularly strong Q2 and Q3 2024.  (A handful of mega deals have been excluded from both the Canadian and US market data as these can skew the data significantly and lead to a misrepresentation of the overall health of the market.) Globally, interest rates remain high relative to the ultra-low rates of 2020 to 2022. There is wide-spread economic uncertainty, as the latest sentiment data shows, which can hinder venture capital investing. Furthermore, there continues to be very few exits of venture-backed companies, which is negatively impacting the supply of fresh venture capital around the world. I am passionate about improving the Canadian ecosystem and increasing the number of massively successful tech companies in this country. We will continue to work hard to improve the environment, talent, and capital for Canadian tech companies. But let’s not assume there is something “wrong” with Canada when the story is more nuanced.  It is easy to be a critic, cast blame, and bemoan the challenges. That is not what entrepreneurs do. They dig in, find the opportunities, work to make the situation better. Let’s have that perspective when we look at the Canadian tech ecosystem.   

When Regulation Sleeps, Reputation Suffers — A Wake-Up Call for the SME IPO Ecosystem The recent expose on the alleged misuse of SME IPO proceeds by promoters of Synoptic Technology Ltd and merchant bankers is both disheartening and alarming. When companies like Synoptic and C2C Advanced Systems Limited raise public funds with grand promises and then vanish from the compliance radar, it’s not just a failure of corporate governance — it’s a failure of the system. How long will SEBI remain reactive instead of proactive? Repeated alerts about misutilisation of IPO funds, inflated projections, and blatant manipulation are met with silence — or delayed action at best. The role of merchant bankers in these listings must come under serious scrutiny. Those involved in facilitating such offerings should be blacklisted and barred from further mandates. Such Merchant Banking firms along with its promoters should be barred for life from taking new assignments and hefty penalty be imposed. This is not just about one company. It’s about preserving investor trust in the SME platform — a trust that’s being eroded rapidly. If left unchecked, such practices could taint the entire segment, hurting genuine SMEs who are trying to raise capital ethically. It’s time for SEBI to: • Initiate forensic audits in suspicious SME IPOs. • Mandate stricter post-issue monitoring. • Hold merchant bankers and company promoters jointly accountable. • Take swift action on cases like C2C Advanced, where the red flags are glaring. The SME IPO space needs discipline, not dilution. Transparency, credibility, and investor protection must be the pillars — not shortcuts, syndicates, and silence. #SMEIPO #CorporateGovernance #SEBI #InvestorProtection #MerchantBankers #CapitalMarkets #RegulatoryAction #Accountability #EthicsInFinance #IPOReform Ajay Thakur Anil Singhvi

📊 𝗧𝗵𝗲 𝗦𝘁𝗮𝘁𝗲 𝗼𝗳 𝘁𝗵𝗲 𝗖𝗮𝗻𝗮𝗱𝗶𝗮𝗻 𝗥𝗲𝗮𝗹 𝗘𝘀𝘁𝗮𝘁𝗲 𝗠𝗮𝗿𝗸𝗲𝘁: 𝗜𝗻𝘀𝗶𝗴𝗵𝘁𝘀 𝗳𝗿𝗼𝗺 𝗖𝗼𝗦𝘁𝗮𝗿’𝘀 𝗖𝗵𝗶𝗲𝗳 𝗘𝗰𝗼𝗻𝗼𝗺𝗶𝘀𝘁 📊 I recently had the privilege of interviewing Carl Gomez, the Chief Economist at CoStar, to get his expert take on where the Canadian real estate market stands today. His insights were both thought-provoking and aligned with what many industry professionals, including myself, are observing. Here are some key highlights from our conversation: 1️⃣ 𝗠𝗮𝗿𝗸𝗲𝘁 𝗗𝘆𝗻𝗮𝗺𝗶𝗰𝘀: Carl shared his perspective on how economic shifts, interest rates, and evolving buyer behavior are shaping the current landscape. 2️⃣ 𝗖𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲𝘀 𝗮𝗻𝗱 𝗢𝗽𝗽𝗼𝗿𝘁𝘂𝗻𝗶𝘁𝗶𝗲𝘀: We delved into the challenges of affordability and supply-demand imbalances, but also the potential opportunities for savvy investors navigating these dynamics. 3️⃣ 𝗙𝘂𝘁𝘂𝗿𝗲 𝗢𝘂𝘁𝗹𝗼𝗼𝗸: His take on what’s next for the Canadian real estate market offers valuable guidance for those looking to plan their next moves, whether you’re an investor, developer, or homeowner. This conversation couldn’t have come at a more critical time as the market continues to adjust to both global and local pressures. 💡 𝗪𝗵𝗮𝘁’𝘀 𝗬𝗼𝘂𝗿 𝗧𝗮𝗸𝗲? Are you seeing similar trends in your region? How are you adapting to the shifting market? 🎥 𝗪𝗮𝘁𝗰𝗵 𝘁𝗵𝗲 𝗙𝘂𝗹𝗹 𝗜𝗻𝘁𝗲𝗿𝘃𝗶𝗲𝘄 The full video is packed with actionable insights and a deeper dive into Carl’s analysis. Find the link in the comments below. Don’t miss out—it’s a must-watch for anyone invested in understanding the future of Canadian real estate. Let’s discuss: What do you think is the biggest factor influencing the Canadian real estate market today? #CanadianRealEstate #RealEstateTrends #MarketInsights #RealEstateInvesting #Leadership #CoStarInsights

If you don't I will - Private Credit Bank loans to the private credit sector are making headlines, with regulators warning of systemic risks if economic conditions deteriorate. But behind the headlines, a fundamental shift is underway: banks are retreating from lending to SMEs, and private credit is stepping in to fill the gap. Banks, constrained by tighter regulations and risk management policies, are increasingly focusing on large, well-established corporates, leaving many smaller businesses underserved. Private credit funds—backed by experienced institutional investors—are now a vital source of flexible, tailored financing for SMEs and mid-market companies. In the UK alone, private credit managers are supporting around 2,000 firms with an estimated £100 billion in funding. Private lenders often provide faster, more bespoke solutions than banks, helping growth companies access capital when they need it most. While private credit typically comes at a higher cost, the flexibility and speed are crucial for businesses unable to meet banks’ rigid criteria. This has enabled many SMEs to expand, innovate, and compete, driving broader economic growth. Due diligence and risk management are central to private credit. Leading funds conduct rigorous assessments of borrowers, monitor covenants closely, and diversify portfolios to manage risk. Despite the growth and complexity of the sector, default rates have remained relatively low—recent data puts US private credit defaults at around 5.7%, while European forecasts suggest a 4.25% default rate by late 2025, with expectations for further moderation as markets stabilize. Many experts expect defaults to remain below long-term averages, especially as interest rates ease. Importantly, capital for private credit typically comes from seasoned institutional investors—pension funds, insurance companies, and family offices—seeking attractive, risk-adjusted returns and willing to support SME lending through specialized funds. As the landscape evolves, policymakers are working to improve SME access to finance, with initiatives like the Bank Referral Scheme and enhanced data sharing to help level the playing field. But for now, private credit is proving to be a critical engine for SME growth—helping the companies that need it most, while banks don't help the real economy and only focus on the largest players. #PrivateCredit #SMEs #AlternativeLending #FinancialInnovation #RiskManagement #BusinessGrowth #Regulation #Investing #BankingTrends Banks’ links to private credit could pose systemic risk, says Boston Fed - https://on.ft.com/3FjOQns via @FT

SME IPO Scam: Auditor’s Integrity Under the Scanner The recent SEBI interim order on Pacheli Industrial Finance Limited (PIFL) has once again exposed glaring lapses in governance, audit practices, and the role of trusted institutions. This case isn't just about a manipulated IPO; it’s about the erosion of trust in entities and individuals tasked with safeguarding public interest. Key Revelations About the Auditor’s Role: 1. Auditor Connection: The statutory auditor, @GSA & Associates LLP led by Dr. Amarjit Chopra, a past president of ICAI, is under serious scrutiny for its role in this case. SEBI has flagged concerns about the auditor’s objectivity and possible collusion with PIFL management. 2. Questionable Practices: PIFL’s financial transactions primarily involved round-tripped unsecured loans worth ₹1,000 Cr, which were converted into equity without real consideration. The company had no substantial operations, making the audit scope limited to a handful of bank transactions—yet critical red flags were overlooked. GSA & Associates LLP was also the auditor for several connected entities involved in the manipulation, including Abhijit, Sunshine, and Alstone, raising further questions about independence and due diligence. 3. Frequent Auditor Changes: PIFL had a series of statutory auditor resignations. GSA & Associates LLP was appointed after the previous auditor resigned within a year, citing concerns. Why did the firm accept this role without deeper scrutiny? 4. SEBI’s Observations: SEBI directly pointed out that GSA & Associates LLP “may have been acting in concert with the management” and highlighted a prima facie failure to perform its duties diligently. The Bigger Question: Ethics in Auditing 1. When trusted names falter: Dr. Amarjit Chopra’s tenure as ICAI President symbolized excellence and trust in the auditing profession. However, allegations against his firm tarnish the image of not just one entity but the entire profession. If past leaders of ICAI fail to uphold integrity, what message does this send to the fraternity? 2. Independence and Accountability: Audit firms must act as independent watchdogs, but cases like this expose how conflicts of interest and collusion can jeopardize investor trust. 3. ICAI’s Responsibility: As the apex body, ICAI must take swift action to investigate such matters, especially when high-profile members are involved. Holding members accountable is essential to preserving the profession's credibility. Stringent penalties for auditors found colluding with management. Mandatory rotation of auditors and greater transparency in their appointment. Also the Audit Professionals should uphold the highest standards of independence and ethics. The trust of investors and the integrity of the financial system rest on your shoulders. Investors should stay vigilant, especially in SME IPOs. Integrity is not just a standard—it is the foundation of our profession. Let’s protect it.

📉 Asset–Liability Mismatch in European Banks: A Strategic Inflection Point 🔍 Backdrop (2023–25): With ultra-low rates and abundant ECB funding, European banks “searched for yield”—extending loan durations; the share of new loans >10 years doubled, pushing asset duration markedly higher . On the liabilities side, deposits surged to ~50% of funding, while TLTROs declined from €400 bn to just ~€30 bn as 2024 progressed. ⚠️ Emerging Mismatch: The ECB confirms banks now exhibit a positive duration gap—assets are more rate-sensitive than liabilities, exposing them to rising rate shocks . SUERF research shows once rate hikes began in July 2022, modeled deposit stickiness fell rapidly, further widening the gap . 💡 Implications & Risks: A positive duration gap means asset values shrink more than liabilities when rates rise → dents equity and reduces economic value . Banks facing larger duration gaps cut back on long-term lending—especially to SMEs—compounding real‑economy effects . Meanwhile, supervisory scrutiny is intensifying: the ECB has flagged IRRBB and ALM governance as top‑tier priorities, leading to stricter offsite and onsite reviews . 📌 Call to Action: Treasurers and ALM teams — now’s the moment to: 1. Assess your duration gap and stress-test for rate scenarios. 2. Enhance hedging frameworks (e.g., interest rate swaps) or lengthen liability profiles. 3. Reassess IRRBB governance, ensuring oversight and measurement meet evolving supervisory expectations. By thoughtfully aligning the duration of assets and liabilities, banks can better shield economic capital, stabilize net‑interest income, and support resilient lending through monetary transition. #ALM #Banking #IRRBB #AssetLiabilityManagement #EuropeanBanks #SMEfinance #ECB #Treasury #InterestRateRisk

SEBI’s Advisory on SME IPO Investments – A Crucial Follow-Up to the Debock Industries Order As expected, and analyzed in earlier post on how SME market is being exploited by the promoters and management of SME companies, SEBI has issued a vital advisory aimed at protecting interest of investors investing in this segment. This has been issued especially in the wake of the recent interim order issued by SEBI against Debock Industries Limited (see detailed analysis in earlier post), which exposed significant financial malpractices by the promoters and the management of the company. This advisory serves as a timely reminder of the risks associated with investing in SME IPOs, particularly in light of the increasing number of such offerings and the substantial funds raised through these platforms. Key Takeaways from SEBI’s Advisory: Pattern of Misconduct: SEBI has noticed that some of the SME companies and their promoters have been engaging in practice to create an artificial valuation. This often includes public announcements followed by corporate actions like bonus issues, stock splits, and preferential allotments, creating a misleadingly positive sentiment around their operations. Investor Risks: Such tactics can lure investors into purchasing shares at inflated prices, only for promoters to sell off their holdings, leaving retail investors to bear the losses. SEBI’s Warning: SEBI strongly advises investors to exercise caution and avoid making investment decisions based on unverified social media posts, tips, or speculative rumors. The advisory emphasizes the importance of conducting thorough due diligence and maintaining a healthy skepticism towards overly optimistic claims made by SME companies. This advisory underscores the need for greater awareness and caution among investors, especially in the SME sector where regulatory oversight is less stringent. It is high time wherein investors need to be made cautious about the risks involved in investment in the SME segment. #SEBI #SME #InvestorProtection #FinancialRegulation #CorporateGovernance #CapitalMarkets #DueDiligence #MarketIntegrity #DebockIndustries

Small and medium-sized enterprises (SMEs) in France and Germany are struggling to secure loans, according to the latest EU Bank Lending Survey (BLS). In Q4 2024, Eurozone banks tightened credit standards for SMEs with a net percentage tightening of 7%—mirroring the trend in the U.S., where small firms saw an even sharper tightening of 11.1% over the same period. This is a significant increase, signalling a significant shift in lending conditions, driven by rising political and economic uncertainty. But is this just a short-term reaction to global uncertainty—one that banks will ease once trade wars and growth concerns stabilize? Or are we seeing a true reversal in lending trends that could impact SMEs for the long haul on both sides of the Atlantic? Given the strong correlation between tighter credit standards and higher corporate default risk, this is a development to watch closely. What’s your take? Are we entering a prolonged credit crunch, or is this just a temporary blip? #SMEs #CreditMarkets #Assetbasedlending #Alternativeinvestments