What Quill does

Quill Technologies, Inc. is a San Francisco-based, Y Combinator-backed (W23) developer tooling company that provides a fullstack API platform for B2B SaaS companies to embed customer-facing dashboards and reporting into their products. Founded in 2023 and operating with 1-10 employees, Quill targets product and engineering teams at SaaS companies that need to ship in-product analytics without consuming internal engineering cycles or compromising on product UX. Its stated positioning against general-purpose embedded BI tools is that customer-facing analytics require a different architecture than internal BI — including multi-tenant data isolation, customizable theming that matches the host product, and the ability for non-developers to update dashboards without engineering involvement.

The platform consists of four products distributed as npm packages: the React Library (@quillsql/react) for embedding dashboard, chart, table, ReportBuilder, and SQLEditor components into React apps; the Server SDK (@quillsql/node, with additional language support for Python, Go, PHP, Ruby) that handles database connections and query execution in the customer's own environment; the BI Platform (app.quill.co), a self-serve visual interface for building and managing dashboards and Virtual Tables; and the Admin SDK (@quillsql/admin) for self-hosting the BI Platform in regulated environments. Its distinguishing architectural choice is a hybrid deployment model in which production data never leaves the customer's cloud while metadata flows to Quill, supported by a Virtual Tables abstraction that enforces tenant-level access controls. AI-powered SQL generation and a 'Fix with AI' feature are layered onto the SQLEditor and ReportBuilder to broaden the user base beyond engineers.

Quill operates a SaaS subscription model with three deployment options — fully-managed Cloud, Hybrid (customer DB plus Quill metadata), and fully Self-hosted — though specific pricing tiers and contract values are not publicly disclosed. GTM is hybrid: an API-first, product-led motion targeting developers via documentation (quill.co/docs, hosted on Mintlify) and npm distribution, layered with a sales-assisted motion via demo booking for larger accounts. The named customer base as of the available data consists of eight early-stage SaaS startups (Series, Cacheflow, Middleware, Gigpro, Justpaid, Simplify, Superpower, Hotplate), and no enterprise logos or revenue figures have been disclosed. The only disclosed funding event is Y Combinator participation in 2023.

Name

Quill

Legal name

Quill Technologies, Inc.

Website

https://quill.co

Company type

Private

Founded year

2023

Operating status

Operating

Headcount range

1–10 employees

Short description

Quill provides a fullstack API platform that enables B2B SaaS companies to embed customer-facing dashboards and reporting into their products. Its React Library, Server SDK, BI Platform, and Admin SDK support hybrid cloud architecture, multi-tenant data isolation, and AI-powered SQL generation.

Ownership category

akta.pro rank

Product category

Embedded Analytics

NAICS

Computer Systems Design and Related Services (54151), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821), Custom Computer Programming Services (541511)

SIC

Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

Low-Code/No-Code Application Platforms (HDAEAKAA)

akta.pro secondary industry

Enterprise Work Management & Collaborative Workflow Platforms (HDAEAHAI)

Keywords

• Embedded analytics platform
• Customer-facing dashboards
• React reporting SDK
• Multi-tenant BI
• Embedded business intelligence

Headquarters

HQ city

San Francisco

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations

Revenue model

1. SaaS Subscription (implied): Quill operates as a SaaS platform with cloud-hosted BI Platform and metadata API. The platform offers three deployment models: Cloud (fully-managed by Quill), Hybrid (customer DB + Quill metadata), and Self-hosted (entire stack in customer cloud). Revenue likely derives from subscription tiers based on usage volume, number of tenants, or feature access.

Go-to-market motion2 records

Distribution channels4 records

Marketing channels4 records

Core offering

Quill provides a Fullstack API Platform that enables SaaS companies to embed customer-facing dashboards, charts, tables, and reports directly into their own React applications. The platform combines a headless React component library, a multi-language Server SDK that connects to PostgreSQL, Snowflake, Redshift, and BigQuery, and a visual BI Platform for building dashboards with multi-tenant access controls. It supports three deployment models — fully managed Cloud, Hybrid (customer database stays in customer cloud), and fully Self-hosted — and includes an AI-powered ReportBuilder and SQLEditor for non-technical users.

Product overview

Quill is a unified Fullstack API Platform for building customer-facing dashboards and reporting. The platform consists of four core products: the React Library (@quillsql/react) for embedding dashboard components into React applications, the Server SDK (@quillsql/node) for backend database integration, the BI Platform for creating and managing dashboards/reports through a visual interface, and the Admin SDK (@quillsql/admin) for self-hosting the BI Platform. The architecture supports Hybrid, Self-hosted, and Cloud deployment models with multi-tenant data isolation.

Differentiator

Problem solved

Functional benefit

Products and services

• React Library (@quillsql/react) A React component library that lets developers embed dashboards, charts, tables, and report builders directly into their React applications. Includes headless Dashboard, Chart, Table, ReportBuilder, and SQLEditor components with customizable theming, enabling pixel-perfect integration into the host product's existing UI. Targeted at frontend developers at SaaS companies building customer-facing analytics.
• Server SDK (@quillsql/node) A multi-language backend SDK that handles database connections and query execution. Supports PostgreSQL (with Snowflake, Redshift, and BigQuery via the broader platform) and integrates with custom authentication middleware so queries run securely inside the customer's own environment. Targeted at backend and full-stack developers integrating Quill into their server stack.
• BI Platform A cloud-based Business Intelligence web application at app.quill.co for creating and managing dashboards, reports, virtual tables, and tenants. Provides a visual interface for connecting databases, writing SQL queries, building charts, organizing dashboards, and pushing updates to specific customers via multi-tenant access controls. Targeted at product managers and operations teams at SaaS companies who want to manage analytics without engineering involvement.
• Admin SDK (@quillsql/admin) An SDK for self-hosting the BI Platform within a React application, used by high-security industries (Finance, Healthcare, Government). Embeds VirtualTableManager and DashboardManager components into the customer's own admin interfaces so the entire analytics stack runs inside the customer's cloud with no dependency on Quill-hosted tooling. Targeted at engineering teams in regulated organizations.

Named customers8 records

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability4 records

Feature6 records

Scale indicators1 record

Recent moves6 records

Expansion highlights6 records

Direct peers

• Cube: Cube is an API-first embedded analytics platform with a semantic layer that powers customer-facing dashboards in SaaS applications. It directly competes with Quill on developer-first embedded BI for multi-tenant SaaS use cases.
• Embeddable: Embeddable (formerly Fuselab) provides a React-based SDK for building customer-facing analytics dashboards with full theming control, directly overlapping Quill's @quillsql/react positioning.
• Luzmo: Luzmo is an embedded analytics platform offering an API and SDK for SaaS companies to integrate customer-facing dashboards, with comparable developer-first positioning to Quill.
• Toucan Toco: Toucan Toco is an embedded analytics platform purpose-built for SaaS companies to deliver branded, customer-facing dashboards and reports, competing head-on with Quill's value proposition.

Broad incumbents

• Sigma Computing: Sigma is a cloud BI platform with embedded analytics capabilities and a spreadsheet-style UI. It competes with Quill in customer-facing reporting for SaaS but is a broader BI platform serving multiple personas.
• Mode Analytics: Mode is a collaborative BI and analytics platform with embedded reporting and notebook features. It overlaps Quill in customer-facing analytics but serves a broader analyst persona and is more SQL-centric.
• Domo: Domo is a long-established cloud BI and embedded analytics platform with a wide product portfolio. It overlaps Quill in customer-facing dashboards but is a public company targeting larger enterprises.
• Looker: Looker (Google Cloud) is an enterprise BI platform with mature embedded analytics APIs and LookML modeling. It overlaps Quill's market but operates at a much larger scale and is part of the Google Cloud ecosystem.

Emerging players

• Rill Data: Rill Data is an open-source metrics layer with dashboards designed for fast, embedded operational analytics. It competes with Quill on API-first dashboards but leans on an open-source deployment model.
• Hex: Hex is a data notebook and BI platform with embedded app/dashboard capabilities. It overlaps Quill in customer-facing analytics for SaaS but differentiates with a notebook-style collaboration model.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat3 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/quilldata

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds1 record

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Quill