OpenAI supports Poetic in the automation of underwriting and compliance processes.

      Poetic, an AI startup that has been quietly operating, has surfaced with $50M in funding and a $500M valuation aimed at automating critical back-office functions in finance, including insurance underwriting and compliance checks. Its investors include OpenAI, Peter Thiel's Founders Fund, and Kleiner Perkins.

      The company was established by Markie Wagner, a former machine-learning engineer from Google and Waymo, who also led the AI consultancy Delphi Labs. Its core message is succinct: “transform your business into software.”

      Poetic’s technology assimilates a company’s procedures, training videos, and expert insights, processes operations from start to finish, and reportedly corrects itself as the underlying software evolves. To ensure scalability at an affordable cost, it has developed its own programming language for instructing AI.

      Bold promises, notable investors, limited transparency

      The customer roster stands out: named clients include SoFi, AIG, and Chime. Poetic asserts impressive outcomes, such as achieving 100% accuracy in automated fraud decision-making, over 99% quality in processing insurance broker quotes for AIG, and savings of $200M annually on fraud detection for one Fortune 500 financial institution.

      Leigh Marie Braswell, a partner at Kleiner Perkins, noted, “What Poetic has developed is truly unique,” highlighting its ability to perform complex processes “with accuracy that surpasses human teams.”

      These figures come from the company itself and are substantial. However, Poetic has provided minimal insight into how its system functions, complicating verification, particularly when the claim involves automating regulated, high-stakes decisions. The company insists that client data remains within the client’s environment with no retention, and it claims compliance with SOC 2 Type II, PCI, HIPAA, and GDPR standards.

      OpenAI is cultivating its own ecosystem

      Perhaps more revealing is the support from OpenAI. The company has evolved into a platform with an investment division, funding application-layer startups built on its models, from agent-swarm creator Isara to its own $10 billion private-equity fund. Each investment strengthens a network of companies that rely on OpenAI’s technology.

      Poetic is entering a rapidly growing sector of enterprise workflow automation, where it has significant competition and where the transition from generative to agentic AI in finance is already occurring. The unresolved question is whether “100% accuracy” can withstand scrutiny from regulators, auditors, and the complex scenarios that complicate underwriting and compliance.

      For now, the funding and OpenAI’s endorsement suggest confidence in its potential.