LILT vs Workday PSA
Side-by-side comparison of AI visibility scores, market position, and capabilities
Enterprise AI translation platform with agentic LILT Assist. US DoD contract for military-wide translation. $164M raised. 60+ connectors. Founded 2015, Emeryville CA.
About
LILT is an enterprise AI translation and localization platform founded in 2015 in San Francisco by Spence Green and John DeNero, both researchers with backgrounds in computational linguistics and machine translation from Stanford and UC Berkeley. LILT was founded on the conviction that the future of language services was not fully automated machine translation nor purely human translation, but a tightly integrated human-AI collaboration model that would combine machine speed with human judgment to achieve the highest possible translation quality.\n\nThe platform combines an adaptive neural machine translation engine with a web-based editor that learns from each translator's corrections in real time, continuously improving suggestions for that linguist and domain. LILT Assist, the company's agentic AI tier, automates entire localization workflows — file parsing, translation, review routing, and delivery — through more than 60 connector integrations with CMS, DAM, and product management tools. The company holds a multiyear contract with the US Department of Defense to provide translation services across military branches, covering dozens of languages in sensitive domains.\n\nLILT has raised $164 million in total funding and serves global enterprises in technology, financial services, government, and life sciences. Its DoD contract validates the platform's security posture and translation accuracy in high-stakes environments. With the localization market expanding as enterprises deploy more multilingual AI products, LILT's hybrid human-AI architecture and deep enterprise integrations position it as a differentiated alternative to both legacy translation management systems and commodity machine translation APIs.
NASDAQ: WDAY | Workday $7.3B total revenue FY2024; PSA module unifies project delivery with HR and finance on one platform; enterprise-grade; targets professional services firms
About
Workday PSA is an enterprise project and resource management product built on the Workday platform, designed to help professional services firms manage the full delivery lifecycle — from project pursuit and staffing through billing and revenue recognition — in the same system that runs their HR, finance, and planning. Workday built PSA to eliminate the overhead of reconciling disconnected project management, time tracking, and financial reporting tools. Its core technology is native to Workday's unified data model, meaning project financials, resource costs, and workforce data are always synchronized.\n\nWorkday PSA covers project planning, resource capacity and skills-based staffing, time and expense capture, client billing, and revenue recognition under ASC 606 and IFRS 15. Because it shares a data layer with Workday HCM, project managers have real-time visibility into employee availability, cost rates, and utilization without manual data pulls. The product targets enterprises with complex, multi-geography service delivery operations: consulting firms, technology implementation partners, and services divisions of product companies.\n\nWorkday PSA competes with Certinia, Unit4, and Microsoft Dynamics 365 Project Operations. Its differentiator is native integration with Workday HCM and financials, eliminating reconciliation across multi-vendor stacks and providing a single source of truth for services performance. For enterprises already on Workday, PSA is a natural extension that reduces total cost of ownership.
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