How Artificial Intelligence Slashed Commercial Insurance Wait Times to Two Days
San Francisco, Thursday, 5 November 2026.
Foresight partnered with Pibit AI to cut workers’ compensation quote times from twelve days to two, boosting underwriter capacity by 190% while tackling high-risk policies previously left unreviewed.
A Transformative Partnership in Commercial Insurance
On November 4, 2026, San Francisco-based managing general agent (MGA) Foresight Risk and Insurance Services announced the continuation and expansion of its strategic partnership with Pibit AI, a Y Combinator-backed insurtech company specializing in AI-driven underwriting solutions [1]. The collaboration has already delivered measurable improvements in operational efficiency, with Foresight reducing its average time to quote workers’ compensation policies from 12 days to just two days [1][5]. Submission clearance times have similarly improved, now averaging between 30 and 37 minutes, down from multi-day manual processes [1][2][5]. The integration of Pibit AI’s automated ingestion and risk triage workflows has enabled Foresight’s underwriters to handle 190% more submissions per individual, fundamentally reshaping the economics of high-risk policy evaluation [1][2][5].
Addressing the Underwriting Bottleneck
Foresight’s business model focuses on mid-market workers’ compensation for high-risk sectors such as construction, agriculture, and manufacturing—segments often overlooked by traditional carriers due to elevated loss exposure [2]. Prior to the AI integration, the MGA’s ability to evaluate distressed risk accounts was severely constrained by manual processes that required underwriters to manually open files, verify compliance with underwriting guidelines, identify missing documentation, and chase brokers for additional information [2]. This labor-intensive workflow resulted in numerous submissions slipping through the cracks, as Akash (AK) Agarwal, Founder and CEO of Pibit AI, noted in a LinkedIn post: ‘Before this, someone had to open each file by hand… so some accounts were simply never worked’ [2]. The partnership with Pibit AI has eliminated this bottleneck, enabling Foresight to evaluate every submission it receives—an operational shift that aligns with CEO David Fontain’s vision of setting ‘a new standard for speed and simplicity in commercial insurance’ [1][5].
Operational Metrics and Industry Impact
The quantified outcomes of the partnership underscore AI’s potential to revolutionize commercial insurance operations. Pibit AI’s Underwriting Operating System (OS) now processes Foresight’s annual volume of approximately 4,600 submissions annually, with full document processing completed in roughly 1.5 hours—down from three hours previously [3][5]. The qualification layer runs in under 40 minutes, while submission clearance times average between 30 and 37 minutes [3][5]. These efficiency gains have translated directly into underwriting capacity: each Foresight underwriter now handles 190% more submissions than before, allowing the MGA to expand into new industries while maintaining rigorous risk assessment standards [1][2][3][5]. David Fontain emphasized the strategic significance: ‘Our agency partners are already experiencing the impact—and we see this as the foundation for how business will be done’ [1][5].
Broader Implications for the Insurance Ecosystem
The Foresight-Pibit AI partnership serves as a case study for how artificial intelligence can address systemic inefficiencies in commercial insurance underwriting. Pibit AI’s platform, which serves over 50 carriers and MGAs across more than 10 lines of business, reports workflow accuracy rates of 99.9% under service-level agreements (SLAs) using a human-in-the-loop approach [3]. The collaboration demonstrates how AI-driven automation can not only reduce costs but also expand market access for high-risk policies that were previously deemed uninsurable or too costly to underwrite [1][2][3][5]. For brokers handling complex accounts, the ability to receive pricing indications within days—or even hours—represents a competitive advantage that aligns with Peter Grant’s strategic vision for Foresight’s expansion [2]. As the commercial insurance sector grapples with labor shortages and escalating claims costs, the Foresight-Pibit AI model offers a blueprint for scalable, high-efficiency underwriting operations [GPT].