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Artificial Intelligence, Investing, Commerce and the Future of Work

Evolving Series B Funding Trends: A Decade of Insights

Over the past decade, Series B funding has undergone a significant evolution shaped by both macroeconomic pressures and the acceleration of technological innovation, particularly in artificial intelligence (AI). Venture capital strategies have shifted toward more conscientious investments amidst fluctuating public markets, growing demands for profitability from startups, and increasing scrutiny in sectors like generative AI and cloud infrastructure. Analyzing these shifts not only provides a clearer understanding of where venture capital is headed but also informs both startup founders and investors on how to navigate this critical stage of the funding lifecycle.

Shifts in Series B Investment Patterns from 2016 to 2025

According to a recent Crunchbase analysis of 12,000+ Series B rounds since 2016, funding volumes and deal sizes have both exhibited significant variation, with a particularly sharp inflection point in 2021. That year marked a euphoric high, fueled by record-low interest rates and strong investor optimism. In that environment, Series B rounds reached a record total of $57 billion across 1,541 deals. However, this trend began to reverse dramatically from mid-2022 onward, returning to more restrained levels by late 2023—a pullback at levels not seen since 2018.

This reversal was driven in large part by the global tech market correction, spurred by inflationary pressures, increased interest rates, and a re-evaluation of startup valuations. In Q1 of 2024 alone, Series B funding totaled about $6 billion across approximately 250 deals—a far cry from the quarterly peaks of 2021. The median Series B round now sits at $30 million, compared to $45 million during the 2021 peak.

Year Total Series B Funding Number of Deals Median Deal Size
2016 $16.1B 847 $20M
2021 $57.0B 1,541 $45M
2024 (Q1) $6.0B 250 $30M

The downward correction does not imply a collapse but rather a reprioritization. Investors are now targeting companies with stronger unit economics and a clear path to profitability. Startups are being pushed to demonstrate sustainable revenues and strong product-market fit sooner than in previous years. Series B, traditionally the “scaling round,” is now increasingly becoming a test of survival.

Key Drivers Reshaping Series B Landscape

A confluence of economic, technological, and geopolitical shifts have affected how Series B rounds are evaluated and executed. These drivers underscore the changing expectations from venture capital firms and the emerging industries absorbing the bulk of these investments.

Influence of Generative AI and Tech Consolidation

The explosion of Generative AI technologies has become one of the most transformative forces in venture capital over the last two years. Fueled by massive investments from corporate giants like Microsoft and Alphabet, AI startups are now commanding an outsized share of Series B funding. OpenAI’s ChatGPT, released to wide acclaim in November 2022, altered investor focus overnight. According to MIT Technology Review, over $16 billion was invested in generative AI startups in 2023 alone, with Series B rounds representing over 35% of that figure.

This spike is tied to the high capital intensity of training large language models (LLMs). As noted in NVIDIA’s blog, the cost of fine-tuning and scaling foundation models requires access to vast GPU clusters, frequently amounting to multi-million-dollar cloud infrastructure contracts. Such capital expenditures make Seed or Series A insufficient, pushing companies squarely into Series B territory to scale their compute capabilities. OpenAI itself raised billions in multi-stage equity and partnership deals since 2022 to fund ongoing model training and inference scaling.

Notably, the 2023 Series B of Anthropic—an OpenAI competitor—garnered $450 million led by Spark Capital, underscoring that large Series B deals are still possible where infrastructure needs and investor confidence align.

Economic Retrenchment and Risk Aversion

The post-2022 environment saw venture capital firms acting with more financial discipline. Interest rate hikes by central banks in Europe and the U.S. made capital more expensive, forcing VCs to preserve dry powder. According to CNBC Markets, VCs shifted focus away from unprofitable hypergrowth and toward businesses with a solid financial foundation, even at earlier stages.

This has led to a dramatic reduction in pre-revenue companies reaching Series B. Today’s Series B recipients often show revenues north of $10 million ARR (Annual Recurring Revenue), with positive gross margins. Deloitte’s Insights on the Future of Work further illustrate that labor efficiency and automation-savvy processes are now critical evaluation metrics for follow-on investors.

Sectoral Trends: Who Is Getting Funded?

While generative AI takes top billing, parallel sectors showing resilience and growth include cybersecurity, clean energy, fintech, and healthtech. Each serves different but pressing global needs—digital safety, decarbonization, inclusive finance, and remote healthcare logistics respectively.

Cybersecurity startups like Lacework and Arctic Wolf received strong backing even after the valuation cuts of 2022, buoyed by increasingly sophisticated cyber threats. In clean energy, carbon capture and hydrogen tech companies are now being viewed as VC-grade investments, a sentiment echoed by World Economic Forum climate reports urging private capital alignment with net-zero goals.

Meanwhile, healthtech, accelerated by post-pandemic telemedicine adoption, continues to establish profitability scenarios earlier in their lifecycle, making them ripe for institutional Series B funding. Incorporating data from Pew Research Center, we see a sharp rise in funding to solutions that integrate healthcare with AI diagnostics and wearables, illustrating the convergence of sectors adjacent to Big Tech and biology.

Investor Expectations and Startup Readiness

Today’s Series B investors expect much more than upward-sloping metrics—they want efficient teams, operational discipline, diversified revenue streams, and traction in larger TAMs (Total Addressable Markets). According to Investopedia, startups need to hit three benchmarks consistently to secure modern Series B financing:

  • Revenue of $10M+ ARR with QoQ growth above 20%
  • Defined go-to-market strategy with CAC:LTV ratios that show profitability potential
  • Leadership maturity with tested hiring and performance frameworks

This bar is significantly higher than in the 2018–2021 period, when a compelling product demo and engagement pipeline could suffice.

Moreover, the future of hybrid work has directly influenced the diligence process. Analytics from Slack’s Future Forum and Harvard Business Review suggest that startups with flexible workforce strategies outperform their office-bound peers in recruiting and retention, reducing overhead and improving runways. These operational insights play directly into Series B due diligence where people management efficiency is increasingly scrutinized.

The Road Ahead: Navigating 2025 and Beyond

As we near 2025, macroeconomic uncertainty remains but optimism is growing regarding AI and deep tech use cases. Companies able to position themselves as not just software vendors but platforms for future enterprise transformation—AI copilots, quantum adjacents, or green energy utilities—will continue to attract oversized Series B bets. Reports from VentureBeat AI and The Gradient show a clear investor orientation towards AI infrastructure, developer platforms, and chips—anything that reduces bottlenecks in scaling smarter systems.

The frontier may lie in collaborative ecosystems. Series B of tomorrow may no longer be a purely private endeavor; early IPO planning, SPACs, and hybrid equity-debt deals may redefine how founders structure capital raises. McKinsey’s Global Institute points to the emergence of funding ecosystems involving corporates, sovereign wealth funds, and private equity late-stage co-investments—a model more well-known in Europe and APAC but now gaining ground in the U.S.

While valuation hysteria has abated, disciplined Series B investing ensures a stronger, more focused path for startups aiming to dominate their niches. Smart timing, operational metrics, and alignment to investor theses across AI, sustainability, and automation will increasingly dictate Series B’s success trajectory into the mid-2020s.

by Thirulingam S

Based on insights from Crunchbase: Series B Trends 2016 – 2025

References (APA Style)

  • Crunchbase. (2024). Series B Trends 2016 – 2025. Retrieved from https://news.crunchbase.com/venture/series-b-trends-2016-2025-data/
  • OpenAI. (2023). Blog. Retrieved from https://openai.com/blog/
  • MIT Technology Review. (2023). Topic: Artificial Intelligence. Retrieved from https://www.technologyreview.com/topic/artificial-intelligence/
  • NVIDIA. (2023). Blog. Retrieved from https://blogs.nvidia.com/
  • DeepMind. (2023). Blog. Retrieved from https://www.deepmind.com/blog
  • VentureBeat AI. (2024). Artificial Intelligence. Retrieved from https://venturebeat.com/category/ai/
  • Investopedia. (2023). Series B Funding. Retrieved from https://www.investopedia.com/
  • Deloitte. (2023). Future of Work Research. Retrieved from https://www2.deloitte.com/global/en/insights/topics/future-of-work.html
  • Slack Future Forum. (2023). Future of Work Trends. Retrieved from https://slack.com/blog/future-of-work
  • McKinsey Global Institute. (2023). Capital Markets Perspective. Retrieved from https://www.mckinsey.com/mgi

Note that some references may no longer be available at the time of your reading due to page moves or expirations of source articles.