Bubble Lab

Product & Competitive Intelligence

Gives ops teams an AI super-employee in Slack that automates cross-platform workflows.

Company Overview

Builds Pearl, a Slack-native agentic AI assistant that automates complex multi-step business workflows. Connects to tools like Notion, Jira, and Stripe and runs real operational workflows directly in Slack, no engineering required. Deploys in under a minute.

Competitive Advantage & Moat

Product Roadmap & Public Announcements

Pearl Slack-native agentic assistant. Connects to Notion, Jira, Stripe. Runs real operational workflows directly in Slack. No engineering required. Deploys in under a minute.

Signals & Private Analysis

Lean 2-person team suggests focused product development. Slack-native approach provides distribution through existing enterprise channels. Likely expanding connector ecosystem and workflow complexity before scaling.

Product Roadmap Priorities

Natural Language Workflow Generation
Improving
Cost Reduction
Operations

Automated Cross-Platform Operations Reporting

In Plain English

Instead of logging into five different tools to build a weekly ops report, you just ask Pearl in Slack and it pulls everything together for you instantly.

Analogy

It's like having an intern who already has the passwords to every tool your company uses and never forgets to pull the numbers on Monday morning.

Agentic Process Automation
Improving
Operational Efficiency
Customer Success

AI-Driven Customer Onboarding Workflow Automation

In Plain English

When a new customer signs up in HubSpot, Pearl automatically creates their project in Notion, assigns tasks in Jira, sends a welcome email, and notifies the team in Slack—no human needed.

Analogy

It's like a concierge who checks you into the hotel, carries your bags, stocks the minibar, and texts your friends you've arrived—all before you finish saying your name.

NLP-Driven Data Reconciliation
Improving
Risk Reduction
Data

Intelligent Revenue and Billing Reconciliation

In Plain English

Pearl checks your Stripe transactions against your internal records every day and immediately flags anything that doesn't add up—right in Slack.

Analogy

It's like having a bookkeeper who never sleeps, never miscounts, and taps you on the shoulder the instant a penny goes missing.

Agentic Task Classification
Improving
Decision Quality
Engineering

Slack-Native Sprint Planning and Engineering Task Triage

In Plain English

Instead of manually sorting through bug reports and feature requests, your engineering lead just tells Pearl in Slack to triage them, and it classifies, prioritizes, and assigns everything into the right Jira sprint automatically.

Analogy

It's like having a project manager who reads every single Slack message, never gets overwhelmed, and always puts the right ticket in the right sprint before standup.

NLP Summarization and Extraction
Improving
Product Differentiation
Strategy

Competitive Intelligence and Market Signal Aggregation

In Plain English

Pearl scours your competitor tracking sources, summarizes what's changed, and drops a clean competitive intel brief into your strategy channel every Monday morning.

Analogy

It's like subscribing to a newsletter written by someone who actually reads everything your competitors publish and only tells you the parts that matter.

Company Overview

Key Team Members

  • Selina Li, Co-Founder
  • Zach Zhong, Co-Founder

Selina Li brings product design and user research experience from Meta and Epic. Zach Zhong brings software engineering from Cornell Tech and UC San Diego. The Slack-native approach reduces adoption friction by meeting users where they already work.

Funding History

  • 2025 | Selina Li and Zach Zhong co-found Bubble Lab.
  • 2026 | Accepted into Y Combinator W26 batch.

Competitors

  • Workflow Automation: Zapier, Make (Integromat), n8n.
  • AI Assistants: Dust, Relevance AI.
  • Slack Bots: Workato (enterprise), Tray.io.
  • Ops Automation: Tonkean, Catalytic.