Full-Time

Lead Product Manager

Data & Analytics

Posted on 8/22/2025

interface.ai

interface.ai

201-500 employees

AI-driven virtual assistants for banking

Compensation Overview

$180k - $210k/yr

+ Bonus + Stock Component

San Francisco, CA, USA + 1 more

More locations: San Jose, CA, USA

In Person

Category
Product (1)
Required Skills
LLM
Product Management
Data Analysis
Requirements
  • 4–6 years of product management experience, with at least 2+ years in analytics and data platforms
  • Engineering background: 2–3 years in software/data engineering and formal CS degree
  • Experience owning modern data architecture or building analytics products that support both internal and external use cases
  • Familiarity with data pipelines, event taxonomies, visualization frameworks, and privacy-safe data governance
  • A product-led mindset: You treat analytics not as reporting, but as productized intelligence
Responsibilities
  • Own and evolve our internal data architecture, including ingestion, transformation, data access, observability, and governance.
  • Champion modern data paradigms—domain-oriented ownership, decoupled pipelines, and federated governance inspired by data mesh principles.
  • Define and ship analytics features that power financial insights, agent performance, and automation metrics for end-users at banks and credit unions.
  • Promote self-serve data exploration, usage visualizations, and institution-specific dashboards tailored for executive, operations, and support personas.
  • Drive the creation of cross-product intelligence layers that combine voice, chat, and internal co-pilot data into unified narratives and predictive insights.
  • Enable shared primitives (metrics libraries, KPI models, alerting policies) for Orbit, Sphere, Nexus, and Analytics teams to leverage.
  • Build natural-language driven analytics experiences—where customers ask questions in plain English and receive relevant, contextual answers.
  • Integrate with internal LLM and agentic systems to deliver intelligent summaries, auto-surfaced anomalies, and guided storytelling.
  • Establish product analytics as a core function—define taxonomies, support event instrumentation, and enable cohort tracking and A/B testing.
  • Ensure product teams have access to real-time data that supports better decisions, faster iteration, and continuous product-market alignment.
Desired Qualifications
  • Experience building analytics tools in a B2B SaaS or fintech platform context
  • Exposure to data mesh concepts, domain-oriented data ownership, and distributed analytics patterns
  • Familiarity with LLM-driven summarization, auto-insight surfacing, or natural language data exploration
  • Experience managing internal tooling for experimentation, growth analytics, or product success metrics

Interface.ai provides an AI-powered platform that delivers intelligent virtual assistants for banks and credit unions. Its agents operate across voice, chat, and mobile as a 24/7 personal bank teller, with Agentic Voice AI, Agentic Chat AI, and Agentic Employee AI, and are pre-trained on 60+ banking use cases while integrating with core banking, CRM, and LOS systems. It differentiates itself by targeting community banks and credit unions with ready-to-use, industry-specific AI and end-to-end automation, backed by a performance-based pricing model. Its goal is to improve operational efficiency, boost customer self-service, strengthen regulatory compliance, and help financial institutions scale AI-powered service across channels.

Company Size

201-500

Company Stage

Early VC

Total Funding

$80M

Headquarters

San Francisco, California

Founded

2018

Simplify Jobs

Simplify's Take

What believers are saying

  • Credit union delinquency reached 95bps in Q3 2025, driving urgent demand for Smart Collections launched February 2026.
  • Nexus multiplies agent capacity 5-10x by compressing micro-request resolution from minutes to seconds per interaction.
  • $200B+ platform transition opportunity as AI-native banking replaces legacy point-and-click systems industry-wide.

What critics are saying

  • OpenAI GPT-5 banking fine-tune enables large banks to build in-house agentic AI at 30% lower cost.
  • NCUA's 2026 AI governance rule mandates third-party audits, exposing BankGPT black-box decisions to regulatory scrutiny.
  • SoundHound AI's voice platform deployed at 50+ US banks with 95% accuracy steals voice AI deals.

What makes interface.ai unique

  • BankGPT platform handles 1.5M daily conversations across 100+ institutions with proven compliance certifications.
  • Nexus CCaaS eliminates binary AI-or-human model, routing micro-requests to agents in seconds without transfers.
  • Smart Collections AI agent addresses rising delinquency with multi-channel orchestration and policy-gated compliance controls.

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Benefits

Health Insurance

Paid Vacation

401(k) Retirement Plan

Parental Leave

Professional Development Budget

Growth & Insights and Company News

Headcount

6 month growth

3%

1 year growth

2%

2 year growth

25%
TechAnnouncer
Mar 21st, 2026
Interface.ai raises $20M to expand AI banking platform handling 60% of customer inquiries

Interface.ai, an AI platform provider for banks and credit unions, has raised $20 million in its first external funding round, led by Avataar Venture Partners. The company, which has been self-funded since its 2019 founding, serves over 100 financial institutions. The funding will enhance Interface.ai's proprietary generative AI technologies and expand its team to accelerate product development. The company's AI agents currently manage over 60% of initial customer enquiries using advanced natural language processing to deliver personalised banking experiences. Interface.ai plans to strengthen its regulatory compliance capabilities and speed up go-to-market strategies through increased sales, marketing and partnership development. The company aims to become a billion-dollar revenue business by scaling its AI solutions across voice, chat and branch operations.

The Associated Press
Feb 19th, 2026
Interface.ai launches Smart Collections AI agent for credit unions and community banks to tackle rising delinquency

Interface.ai has launched Smart Collections, a multi-channel AI agent designed to help credit unions and community banks manage early-stage delinquency. The announcement comes as credit unions reported total delinquency of 95 basis points in Q3 2025, with 30-59 days past due delinquencies rising to 1.13% in September 2025. Smart Collections combines outbound voice, two-way SMS and email AI agents to handle collections across various products including overdrafts, credit cards, auto loans and mortgages. The system features policy controls, journey orchestration and automated quality assurance to ensure compliance whilst maintaining member relationships. Built on interface.ai's BankGPT platform, the solution integrates with core banking systems from Jack Henry, FIS, Fiserv and others. Interface.ai currently serves nearly 100 community financial institutions, processing over 1.5 million conversations daily.

Yahoo Finance
Feb 19th, 2026
interface.ai Launches Smart Collections - An Agentic, Multi-Channel Collections AI Agent Built for Credit Unions and Community Banks to Increase Payments

interface.ai launches Smart Collections - an agentic, multi-channel collections AI Agent built for credit unions and community banks to increase payments. interface.ai New solution automates early-delinquency outreach across voice, SMS, and email and increases payments - combining product-aware playbooks, policy-gated compliance, and self-service controls to improve cure rates while protecting member relationships PALO ALTO, Calif., Feb. 19, 2026 (GLOBE NEWSWIRE) - interface.ai, the leading provider of specialized AI agents for credit unions and community banks, today announced the launch of Smart Collections - a new multi-channel, agentic collections AI designed to help community financial institutions cure delinquency earlier, before accounts roll to later stages and recovery costs rise. Early-stage delinquency is becoming a sharper focus across the industry. Credit unions reported total delinquency of 95 basis points in Q3 2025, and consumer credit data showed 30-59 days past due delinquencies rising to 1.13% in September 2025, nearing pre-pandemic levels - underscoring why earlier engagement and higher-quality outreach matter now more than ever. Built for the reality of community finance: limited staffing, high service expectations, tight compliance Collections leaders at credit unions and community banks are under constant pressure to do more with less - without sacrificing member trust. Smart Collections addresses this with coordinated automated outreach and compliance-by-design: * Outbound Voice AI Agent that can place calls, verify identity (policy-gated), capture Promise-to-Pay, send payment links, and escalate to a human when needed * Two-way SMS AI Agent that supports STOP/opt-out handling, payment link flows, intent detection (pay, dispute, hardship), and compliant cadence controls * Two-way Email AI Agent with deliverability safeguards, templates, reply handling, and preference management * Product-aware playbooks for the products most common in CU/community bank portfolios: * negative balance / overdraft, overdraft line of credit * credit card, auto/RV/boat, personal installment, personal LOC * share/CD-secured credit builder loans * HELOC/home equity * optional mortgage early-intervention workflow with timing gates and notices (where applicable) Differentiated from "point solutions" - comprehensive agentic execution with auditable controls Smart Collections is designed for institutions that want more than a standalone collections workflow system, a digital self-cure portal, or a generic omni-channel messaging tool. Many solutions in the market focus on one layer - collections case management and analytics, a borrower self-service portal, or communications routing - leaving teams to stitch together policies, orchestration, AI behavior, and QA.

TechAnnouncer
Dec 15th, 2025
Interface.ai raises $30M to advance generative AI for banking customer experience

Interface.ai has raised $30 million in funding to advance its artificial intelligence solutions for banking. The company, which serves over 100 banks and credit unions across North America, plans to use the capital to accelerate development of generative AI capabilities and expand its team of AI specialists. The startup focuses on transforming customer interactions through advanced voice and chat technologies that handle complex banking queries, from balance checks to loan applications. Its proprietary AI models enable financial institutions to deliver personalised customer experiences whilst improving operational efficiency. The funding will support Interface.ai's strategic growth initiatives, including deepening industry partnerships, expanding its global workforce, and enhancing marketing efforts. The company aims to enable faster integration of its scalable AI solutions into existing banking systems.

CUbroadcast
Dec 10th, 2025
Red Rocks Credit Union Introduces Roxie, a New Virtual Assistant Designed to Transform Member Service

Red Rocks Credit Union introduces Roxie, a new virtual assistant designed to transform member service. Red Rocks Credit Union has launched Roxie, a new virtual assistant that brings members faster, friendlier and more modern support. The technology reflects the credit union's growing leadership in digital innovation across the financial services industry. Roxie is available by phone around the clock and is designed to give members quick access to account information, help with everyday questions and a smoother service experience any time they need it. The launch positions Red Rocks among the earliest credit unions in the country to deploy a fully conversational, voice-first assistant built on advanced, agentic AI. The credit union expects the technology to manage more than half of routine inquiries by the end of the year, allowing staff to focus on complex interactions and expanding service capacity without additional headcount. Red Rocks built Roxie in partnership with interface.ai, a leading provider of intelligent service technology for community financial institutions. The platform enables natural conversation, secure authentication and fast information retrieval, reducing wait times and streamlining access for members. "Roxie reflects our commitment to stay ahead of what our members need," said Darius Wise, President and CEO of Red Rocks Credit Union. "People expect service that is simple, personal and fast. Our focus is on creating tools that make their financial lives easier while preserving the human connection that defines who we are. Roxie is an important milestone in our long-term vision to deliver a more responsive and future-ready credit union." Roxie helps members check balances, review recent transactions, find branch information and get answers to common questions through natural voice interaction. Members can call in at any time and receive help immediately without waiting. Roxie verifies identity using multifactor authentication, which keeps member information protected throughout every interaction. The new system also supports greater accessibility and provides consistent service during peak call times and after hours. Other institutions using similar technology have seen improved call resolution, reduced wait times and higher satisfaction among both members and staff. Red Rocks selected interface.ai for its focus on community financial institutions and its strong record in security and compliance. The company's platform is ISO 27001 certified and SOC 2 Type II attested, and aligns with major financial data protection standards. "Technology is evolving quickly and we want to shape that progress in a way that strengthens relationships rather than replaces them," said Josh Henderson, Senior Vice President of IT at Red Rocks Credit Union. "Roxie helps our team focus on the conversations that require a human touch while giving members more control and convenience in the moments that matter. It also lays the foundation for future capabilities that will help us serve members even more effectively." The launch comes at a time when credit unions nationwide are exploring how new technologies can support expanded service hours, reduce cost-to-serve and meet rising expectations for fast, intuitive support. Red Rocks views Roxie as a significant step in its broader strategy to use thoughtful, responsible innovation to enhance financial well-being for its members. The credit union plans to expand Roxie's capabilities over time, including support for more advanced transactions and deeper financial insights as member needs evolve. Roxie is now available to all Red Rocks Credit Union members. More information is available at redrocks.org/virtual-assistant.

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