Cloud Migration And AI Will Expand Unstructured Data Solutions

Key Takeaways

• Veritone is positioned to become the standard for unstructured data preparation, with high recurring revenue potential from public sector wins and hyperscaler partnerships.
  
• Its platform flexibility, security focus, and expanding AI ecosystem give it pricing power and a strong foundation for sustained growth and long-term customer retention.
  
• Heavy operating losses, margin pressure, customer concentration, intense hyperscaler competition, and rising regulatory costs undermine Veritone's growth, profitability, and long-term viability.

Catalysts

Engages in the provision of artificial intelligence (AI) computing solutions and services in the United States, the United Kingdom, France, Australia, Israel, and India.

• Analyst consensus frames VDR's opportunity as substantial, but this is likely underestimated as Veritone is rapidly on track to become the category standard for unstructured data preparation, supported by accelerating multi-year hyperscaler contracts which could catalyze a multi-billion dollar recurring revenue stream and yield exponential upside to both revenue growth and gross margin as early as 2026.
  
• Analysts broadly agree that expanding federal contracts, such as the Air Force award, can materially boost public sector revenue, but they may understate the true scale and stickiness of this opportunity; each government win meaningfully lowers barriers to agency adoption, potentially giving Veritone a dominant, defensible position in intelligence, law enforcement, and defense AI infrastructure, driving multi-year net margin expansion and stable high-value earnings.
  
• The sheer velocity of unstructured data creation is expected to outpace enterprise processing capabilities, and with Veritone's platform-agnostic, model-agnostic architecture and proven scale (processing trillions of tokens per quarter), it is uniquely positioned to be the picks and shovels supplier for next-generation AI, setting up a long horizon of high ARR, growing market share, and long-term platform retention.
  
• As enterprises accelerate their cloud migration and seek AI-native workflow automation, Veritone's ability to operate seamlessly across public cloud, private, and air-gapped environments makes it the go-to infrastructure layer for regulated and compliance-intensive industries, unlocking differentiated pricing power, premium SaaS adoption, and sustained net margin upside.
  
• With the commoditization of foundational AI models, customer loyalty will tether to platform interoperability, security, and native marketplace integration-Veritone's continuous expansion of its aiWARE ecosystem and third-party model partnerships sets the stage for a winner-take-most dynamic, fueling lasting revenue diversification, ARR quality, and high-margin platform licensing in synthetic content and data rights.

Veritone Future Earnings and Revenue Growth

Assumptions

• This narrative explores a more optimistic perspective on Veritone compared to the consensus, based on a Fair Value that aligns with the bullish cohort of analysts.
• The bullish analysts are assuming Veritone's revenue will grow by 16.5% annually over the next 3 years.
• Even the bullish analysts are not forecasting that Veritone will become profitable in next 3 years. To represent the Analyst Price Target as a Future PE Valuation we will estimate Veritone's profit margin will increase from -102.8% to the average US Software industry of 13.1% in 3 years.
• If Veritone's profit margin were to converge on the industry average, you could expect earnings to reach $18.8 million (and earnings per share of $0.28) by about August 2028, up from $-93.4 million today. The analysts are largely in agreement about this estimate.
• In order for the above numbers to justify the price target of the more bullish analyst cohort, the company would need to trade at a PE ratio of 29.2x on those 2028 earnings, up from -1.4x today. This future PE is lower than the current PE for the US Software industry at 36.5x.
• Analysts expect the number of shares outstanding to grow by 7.0% per year for the next 3 years.
• To value all of this in today's terms, we will use a discount rate of 10.91%, as per the Simply Wall St company report.

Veritone Future Earnings Per Share Growth

Risks

• Veritone continues to report operating losses and negative cash flow, with a net loss from continuing operations of $26.8 million in the recent quarter and ongoing reliance on equity offerings and debt to support liquidity, raising concerns about long-term financial sustainability and increased risk of future share dilution, negatively impacting both earnings per share and net margins.
  
• The company's VDR product, a core driver of current growth, reported gross margins of only about 40% in the quarter and management acknowledged ongoing margin compression as VDR's revenue mix increases, putting downward pressure on overall company margins and limiting profitability improvements even if revenue grows.
  
• Veritone's addressable market for VDR and other AI solutions is heavily concentrated among around 50 major technology and AI model development customers, exposing the company to customer concentration risk and potential abrupt revenue declines should key contracts not renew or shift to competitors, creating revenue volatility and threatening earnings stability.
  
• The narrative highlighted significant competition from large cloud and AI hyperscalers, especially as these players invest hundreds of billions in AI and may choose to internalize or commoditize data refinement and orchestration solutions, threatening Veritone's ability to differentiate and capture sustainable market share, which could erode future revenue growth.
  
• Persistent industry-wide trends such as accelerating regulation on AI and data privacy, along with rising cybersecurity threats and compliance costs, may restrict Veritone's public sector and commercial opportunities, causing higher operating costs and limiting expansion into new markets, thus negatively impacting revenue growth and net margins over time.

Valuation

• The assumed bullish price target for Veritone is $6.0, which is the highest price target estimate amongst analysts. This valuation is based on what can be assumed as the expectations of Veritone's future earnings growth, profit margins and other risk factors from analysts on the bullish end of the spectrum.
• However, there is a degree of disagreement amongst analysts, with the most bullish reporting a price target of $6.0, and the most bearish reporting a price target of just $3.0.
• In order for you to agree with the bullish analysts, you'd need to believe that by 2028, revenues will be $143.7 million, earnings will come to $18.8 million, and it would be trading on a PE ratio of 29.2x, assuming you use a discount rate of 10.9%.
• Given the current share price of $2.39, the bullish analyst price target of $6.0 is 60.2% higher.
• We always encourage you to reach your own conclusions though. So sense check these analyst numbers against your own assumptions and expectations based on your understanding of the business and what you believe is probable.