High-Level Overview
SigFig, now rebranded as Tandems, is a San Francisco-based financial technology company that builds robo-advisory, customer engagement, and AI-native wealth management software for financial institutions, advisors, and consumers.[1][2] Originally launched in 2006 to democratize access to financial advice, it pivoted from direct-to-consumer robo-advisory to B2B solutions, powering over $60 billion in assets across two million accounts and 6,000 advisors at partners like Wells Fargo, UBS, and ScotiaBank.[1][2][6] Its core product, the new WealthOS, serves banks, wealth managers, and insurance companies by enabling efficient client meetings, asset gathering, and personalized advice at scale, addressing outdated infrastructure in wealth management.[1]
The company solves key problems in digital wealth tech: commoditized products, basic services, and legacy systems by delivering "finance with intelligence" through AI-verticalized tools like portfolio trackers, lead generation (Discover), and conversational intelligence (Atlas).[1][2][6] It targets financial advisors and institutions needing to augment human expertise with tech, offering growth via white-labeled platforms that enhance user experiences from mass-affluent to high-net-worth clients.[3][7]
Origin Story
SigFig traces its roots to 2006, when Parker Conrad and Michael (Mike) Sha founded Wikinvest, a Wikipedia-style platform for tracking and understanding investments, covering over 1,800 companies with 1,400 contributors by 2008.[2][4] Wikinvest won SXSW Interactive Web Awards that year and grew to 400,000 users by 2012, but pivoted in May 2012 to SigFig, focusing on portfolio tracking and investment advice referrals, phasing out Wikinvest (though its site lingered until at least 2015).[2][4]
A messy split occurred when Conrad left in 2012 after clashing with Sha, launching Zenefits and taking some staff; Sha remained CEO, leveraging his Amazon Visa and Prime background.[3][4] Early B2C robo-advisory struggled against rivals like Wealthfront and Betterment, prompting a 2016 B2B pivot: first with Cambridge Savings Bank's Connect Invest, then UBS tools.[4][6] Named top robo-advisor for 2016-2020 returns, SigFig expanded into retail banking with Atlas in 2019 and rebranded to Tandems in September 2025, launching WealthOS amid AI advancements.[1][2]
Core Differentiators
- AI-Native Wealth Operating System (WealthOS): Core platform for advisors, turning client conversations into asset-gathering via efficient meetings and scalable personalized advice, tailored to banks, wealth managers, and insurers.[1]
- Proven B2B Scale and Partnerships: Manages $60B+ in assets for 6,000+ advisors at majors like UBS (Advice Advantage since 2018), Wells Fargo, ScotiaBank; acts as "digital mechanic" integrating tools like lead gen (Discover) and collaboration (Engage).[1][6]
- Pioneer in Robo-Advisory Evolution: From consumer apps to white-label solutions; top returns 2016-2020, unlimited human advice at low fees, plus Atlas for sales enablement and conversational AI.[2][3][6]
- Human-AI Augmentation Focus: Combines cutting-edge tech with advisor empowerment, outperforming pure digital rivals by unifying experiences and defending against commoditization.[1][7]
Role in the Broader Tech Landscape
SigFig (Tandems) rides the AI transformation wave in wealth management, where legacy platforms lag behind fintech velocity, enabling "finance with intelligence" amid robo-advisory maturation post-2010s.[1][4] Timing aligns with institutions like UBS acquiring Wealthfront (2020s) yet needing SigFig's human-centric integration for higher-wealth segments, bridging software worlds.[6] Market forces favoring it include rising demand for advisor tools in a $60B+ AUM scale, retail banking expansion, and AI for personalization amid commoditized services.[1][8]
It influences the ecosystem as a pioneer shifting B2C to B2B, powering digital labs (e.g., UBS joint innovation) and enabling banks to sell products via data discovery, fostering hybrid human-AI models over pure automation.[2][6][8]
Quick Take & Future Outlook
Tandems is poised to dominate AI-driven wealth tech with WealthOS expansions, targeting more RIA roll-ups and insurers while deepening ties like UBS post-Wealthfront.[1][6] Trends like conversational AI, sales automation, and unified digital experiences will propel growth, especially as advisors scale amid regulatory and personalization pressures.[2][7] Its influence may evolve from robo-pioneer to essential infrastructure layer, amplifying human advisors in a $trillion industry—echoing its founding mission to democratize advice, now supercharged for institutions.[1][3]