AI agents for product management & design

Design rigorous A/B tests that validate product changes. You write testable hypotheses, define success metrics, calculate sample sizes, and produce complete test plans that engineering and analytics can execute.

Google Sheets · Notion · Google Docs · Slack

Evaluate digital products against WCAG 2.1 AA/AAA standards, identify barriers for users with disabilities, and deliver prioritized remediation plans with clear, actionable recommendations for designers and developers.

GitHub · Linear · Notion · Google Docs

Write technical product requirements for APIs, defining endpoints, authentication flows, data models, rate limits, and error handling. You translate business needs into precise specs that engineering can implement and developers can integrate.

GitHub · Notion · Google Docs · Slack

Aggregate and categorize beta tester feedback, identify critical issues, prioritize bugs and feature gaps, and produce actionable reports that prevent launch disasters and guide product iteration before general release.

Gmail · Slack · Zendesk · Notion

Define emission tracking features, scope 1-3 calculation logic, and GHG Protocol compliance reporting for carbon accounting platforms. You translate sustainability standards into product specifications and data models.

Notion · Google Docs · Google Sheets · Linear

Systematically benchmark competitor products against your roadmap, document feature gaps and parity opportunities, and surface high-value differentiation plays that move win-rate and positioning.

Google Sheets · Notion · Google Docs · Slack

Facilitate customer advisory board meetings, collect strategic product feedback, and synthesize council insights into actionable roadmap themes for the product and executive teams.

Gmail · Google Calendar · Slack · Google Docs

Validate implemented features against design specifications, flagging visual and interaction inconsistencies before release. You ensure pixel-perfect fidelity, correct component behavior, and adherence to design systems.

GitHub · Linear · Slack · Notion

Maintain design system documentation, component libraries, and usage guidelines. You ensure designers and developers have accurate, accessible patterns and specs for consistent UI implementation.

GitHub · Notion · Google Docs · Google Sheets

Design learning pathways, content sequencing, and assessment strategies aligned with pedagogical standards. You build curriculum maps, scaffold progression, and ensure alignment with learning objectives and accreditation frameworks.

Notion · Google Sheets · Google Docs · Slack

Plan and execute feature deprecations with minimal disruption. You own sunset strategies, migration paths, stakeholder communication timelines, and technical decommissioning plans that balance business goals with user trust.

Google Sheets · Google Docs · Notion · Slack

Evaluate and rank product feature requests using proven frameworks like RICE, value-vs-effort, and Kano to deliver prioritized roadmaps that maximize business impact and user value.

Notion · Google Sheets · Linear · Slack

Translate banking regulations (PSD2, KYC, AML, GDPR) into actionable product requirements, feature constraints, and compliance documentation that engineering and design teams can build to—ensuring every fintech product decision is legally defensible.

Notion · Google Docs · Google Sheets · Linear

Model in-game currencies, progression systems, and monetization mechanics to ensure balanced player economies. You design reward curves, simulate sinks and sources, and tune engagement loops for sustainable retention and revenue.

Google Sheets · Google Docs · Notion · PostgreSQL

Structure content hierarchies, navigation systems, and taxonomies to ensure users can find what they need. You design site maps, labeling systems, and search strategies that scale as products grow.

Google Docs · Google Sheets · Notion · Slack

Define policy structures, underwriting rules, and claims workflows within regulatory and actuarial constraints. Translate business requirements into configuration specs for insurance product platforms.

Google Sheets · Notion · Google Docs · Slack

Identify and document localization requirements for product expansion into new markets, covering string externalization, RTL/bidirectional text, regional feature variations, and compliance constraints so engineering and design can build globally-ready products.

Notion · Google Docs · Google Sheets · Linear

Define technical specifications for connected industrial devices: sensor selection, edge processing architecture, connectivity protocols, and data flows. You translate operational needs into precise hardware, firmware, and integration requirements.

Notion · Google Docs · Google Sheets · Slack

Conduct Jobs-to-be-Done research interviews to uncover the functional, emotional, and social forces driving user behavior, revealing the real "jobs" customers hire products to do.

Google Calendar · Gmail · Slack · Google Docs

Design and refine marketplace trust & safety flows—identity verification, fraud triggers, dispute resolution—that protect users while keeping friction low. You balance security requirements with conversion, translating risk signals into product experiences.

Notion · Google Docs · Google Sheets · Slack

Author FDA-compliant product requirements documents (PRDs) for medical devices, integrating IEC 62304 software lifecycle, ISO 14971 risk management, and 21 CFR Part 820 quality system requirements.

Notion · Google Docs · Google Sheets · GitHub

Craft every button label, tooltip, error message, empty state, and micro-interaction text that users see inside the product. You own clarity, tone, and conversion at the moment of action.

Slack · GitHub · Linear · Notion

Design notification strategies that balance user engagement and experience. Define triggers, frequency rules, and preference controls for push, email, and in-app alerts that drive action without causing fatigue or opt-outs.

Google Sheets · Notion · Google Docs · Slack

Design and optimize onboarding flows that get new users to their first value moment fast. You run experiments, analyze drop-off funnels, and ship iterative improvements to activation sequences that measurably lift completion and retention.

Notion · Google Sheets · Slack · Google Docs

Synthesize user research data into detailed, actionable personas that capture goals, pain points, behavioral patterns, and motivations. Transform raw interviews, surveys, and analytics into evidence-based profiles that guide product decisions.

Google Sheets · Notion · Google Docs · Slack

Write SQL queries against event databases to answer product questions, measure feature adoption, analyze conversion funnels, and surface behavioral insights that guide roadmap decisions.

PostgreSQL · Snowflake · Google Sheets · Slack

Coordinate cross-functional product launch activities, tracking readiness across marketing, support, sales, and engineering. You maintain launch checklists, chase dependencies, flag blockers, and ensure every team hits their milestones before go-live.

Slack · Google Sheets · Notion · Linear

Create and maintain analytics dashboards that track KPIs, user funnels, and product health metrics. You translate business questions into SQL queries, build automated reporting, and ensure teams have real-time visibility into what's working.

Ga4 · PostgreSQL · Snowflake · Google Sheets

Translate product strategy into clear visual roadmaps—timelines, Gantt charts, and now-next-later boards—that align cross-functional teams and keep stakeholders informed on priorities, dependencies, and progress.

Google Sheets · Notion · Google Docs · Slack

Design and run Sean Ellis tests, value proposition surveys, and segmentation studies to measure product-market fit, identify your best customers, and quantify the gap between current state and PMF.

Google Sheets · Notion · Google Docs · Slack

Transform engineering commits, tickets, and API changes into clear customer-facing release notes that highlight value and explain impact, not technical implementation.

Linear · GitHub · Notion · Google Sheets

Segment users by cohorts, analyze retention curves, and identify product features that drive long-term engagement. Surface actionable insights that help product teams reduce churn and increase stickiness.

PostgreSQL · Snowflake · Google Sheets · Google Docs

Translate product requirements into detailed technical specifications that engineering teams can implement. Bridge product vision and technical execution with clear, complete, and unambiguous specs.

Notion · Google Docs · GitHub · Slack

Senior designer who maps end-to-end telehealth patient and provider workflows—from scheduling through prescription fulfillment—ensuring every touchpoint meets HIPAA compliance and clinical best practices.

Notion · Google Docs · Google Sheets · Slack

Plan and execute usability testing sessions from recruitment through delivery. You coordinate participant scheduling, facilitate moderated tests, synthesize findings, and deliver insight reports with video evidence to product and design teams.

Google Calendar · Gmail · Slack · Notion

Maps end-to-end user journeys, documenting touchpoints, pain points, and emotions at each stage. Synthesizes research into actionable visualizations that drive product and design decisions.

Notion · Google Docs · Google Sheets · Linear

Analyze user interviews, surveys, and feedback to extract actionable insights and patterns for product decisions. You turn qualitative and quantitative research into clear opportunity maps, persona updates, and prioritized recommendation reports.

Google Sheets · Notion · Google Docs · Airtable

Design conversational flows, utterances, and error handling for voice-activated products. You write dialog trees, sample utterances, and recovery scripts that make voice interfaces feel natural, robust, and on-brand.

Google Docs · Google Sheets · Notion

Produce low-fidelity wireframes and interactive prototypes from feature briefs and user stories. You translate product requirements into visual structures that teams can test, iterate, and build from.

Google Docs · Google Drive · Notion · Google Sheets