What Dashbit does

Dashbit is a privately-held consulting and open-source software firm that helps startups and enterprises adopt and run Elixir in production environments. The company's commercial offering is the Elixir Development Subscription, a per-seat service providing direct access to Dashbit's team of senior Elixir practitioners for code reviews, technical meetings, architectural decisions, and production diagnostics. Demand for the subscription materially exceeds supply, with an average 12-month wait time and a deliberately limited client roster maintained by a team of fewer than 10 engineers.

The company's technical footprint is unusually deep for its size. Dashbit builds and maintains several foundational open-source projects in the Elixir ecosystem, including Ecto (database toolkit), Nx (numerical computing and ML), Broadway (data pipelines), Req (HTTP client), the Nimble library suite, Pythonx (Python interpreter embedded in the Erlang VM), nimble_zta (Zero Trust Authentication), and Livebook, the Elixir-native computational notebook platform. Livebook v1.0 and Python interoperability extensions shipped across 2025-2026, with Tidewave MCP launching as a Model Context Protocol server that exposes runtime application context to AI coding agents in Phoenix and Rails applications. The team includes José Valim, the creator of the Elixir programming language, alongside the creators of Livebook, Bumblebee, Req, and MyXQL.

The revenue model is a recurring per-seat subscription charged monthly for the consulting service, supplemented indirectly by ecosystem goodwill and grant funding (e.g., NGI0 Commons Fund sponsorship via NLnet for the Livebook Python integration). Go-to-market combines direct sales (contact form and email) with extensive open-source contribution, content marketing (technical blog, free ebooks, newsletter), and conference presence (ElixirConf EU). Distribution is direct only, with no resellers or third-party channels.

Name

Dashbit

Legal name

Dashbit

Website

https://dashbit.co

Company type

Private

Operating status

Operating

Headcount range

1–10 employees

Short description

Dashbit helps startups and enterprises adopt and run Elixir in production through a per-seat consulting subscription, while maintaining core open-source projects including Elixir, Ecto, Nx, and Livebook.

Ownership category

akta.pro rank

GTM type

B2B

Offering type

Services

Cost components

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

Revenue model

1. Elixir Development Subscription: Per-seat subscription providing startups and enterprises direct access to Dashbit's team of Elixir experts for unlimited code reviews, technical meetings, and team discussions. Each developer assigned to a seat receives comprehensive support.

Pricing tiers

Go-to-market motion2 records

Distribution channels1 record

Marketing channels6 records

Core offering

Dashbit provides an Elixir Development Subscription—a per-seat, monthly recurring service giving companies direct access to its team of Elixir experts for code reviews, technical meetings, and architecture guidance. Complementing this consulting service, Dashbit builds and maintains a portfolio of foundational open source projects for the Elixir ecosystem, including Livebook, Nx, Ecto, Broadway, Req, Pythonx, Tidewave MCP, and the Nimble libraries suite.

Product overview

Dashbit is a company that helps startups and enterprises adopt and run Elixir in production, maintaining key Elixir ecosystem projects. The product portfolio centers on Livebook, an open-source computational notebook platform, combined with the Nx numerical computing ecosystem for machine learning. The broader offering includes Ecto (database toolkit), Broadway (data pipelines), and Req (HTTP client), all supported by the Nimble collection of utility libraries. Dashbit offers the Elixir Development Subscription service for expert consulting, and provides free resources like The Little Ecto Cookbook ebook. Recent additions include Pythonx for Python/Elixir interoperability, Tidewave MCP for AI agent integration, and NimbleZTA for zero-trust authentication.

Differentiator

Problem solved

Functional benefit

Products and services

• Elixir Development Subscription Recurring, per-seat subscription that gives paying companies direct access to Dashbit's senior Elixir experts for code reviews, technical meetings, architecture decisions, ramp-up support, and production diagnostics. Designed for startups and enterprises adopting or running Elixir in production.
• Livebook Open source computational notebook platform built on Elixir and Erlang, providing reproducibility, distributed execution, app development, and multilingual (Elixir + Python) notebook support.
• Nx Numerical Elixir ecosystem providing multi-dimensional arrays (tensors) and automatic differentiation for machine learning and data science workflows.
• Ecto Database integration toolkit for Elixir providing schema definitions, changesets, queries, and migrations for working with databases.
• Bumblebee Library providing pre-trained machine learning models for Elixir/Nx, enabling running LLMs and other ML models in production Elixir applications.
• Broadway Data and message processing pipeline library for Elixir supporting concurrent processing of messages from various sources.
• Req HTTP client library for Elixir designed for reliability and ease of use, with features for API interactions.
• Tidewave MCP Model Context Protocol server providing AI coding agents with runtime intelligence by connecting editors and assistants to application logs, databases, documentation, build tools, and REPL. Available for Phoenix and Rails.
• Pythonx Library embedding the Python interpreter within the Erlang VM with automatic data conversion between Elixir and Python, code evaluation, and automatic virtual environment management via uv.
• Fine C++ library enabling more ergonomic NIF (Native Implemented Function) development tailored to Elixir, providing smart pointers and exception handling.
• nimble_zta Zero Trust Authentication library adding ZTA to Plug/Phoenix web applications running in private cloud infrastructure, supporting CloudFlare, GCP, and Tailscale.
• The Little Ecto Cookbook Free e-book curated collection of Ecto guides covering 14 chapters on schemaless queries, data mapping, multi-tenancy, aggregates, test factories, polymorphic associations, and more.

Quantifiable outcome

• Highest completion rate (97.5%) across 20 programming languages in Tencent AI study - Elixir scored highest among all languages evaluated.

Segments1 record

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration6 records

AI capability7 records

Feature6 records

Scale indicators3 records

Recent moves6 records

Expansion highlights6 records

Emerging players

• Hashrocket: Hashrocket is a US consultancy historically focused on Ruby/Rails and now expanding into Elixir/Phoenix. It is comparable as a small expert-driven boutique consultancy with a similar culture of open source contribution.
• Cursor: Cursor is the leading AI-native code editor competing in the same AI-coding-agent category as Tidewave. While not an Elixir-specific peer, it represents the competitive landscape Tidewave is entering with its MCP server.

Direct peers

• DockYard: DockYard is a US-based digital product consultancy with deep Elixir/Phoenix practice. It competes directly for the same enterprise Elixir consulting engagements and open source contributions (e.g., Ember-related and Phoenix ecosystem tooling).
• Erlang Solutions: Erlang Solutions is the largest dedicated Erlang and Elixir consultancy, offering expert staffing, training, and development services. It is the closest direct competitor to Dashbit's Elixir Development Subscription, serving enterprise clients with similar BEAM-stack expertise.
• BitCrowd: BitCrowd is a Germany-based software consultancy with significant Elixir/Phoenix practice. It competes for European enterprise Elixir work and contributes to the open source ecosystem in similar ways.
• Plataformatec: Plataformatec was the original Elixir consultancy founded by José Valim, later acquired by GitHub. It is a historically direct peer whose dissolution created the market opportunity Dashbit now serves.
• Alembic (formerly Carbon Five): Alembic is a US digital consultancy that built its reputation on Elixir and Phoenix product development. It is a direct competitor for enterprise Elixir engagements, particularly in the US market.
• Curiosum: Curiosum is a Poland-based Elixir/Phoenix consultancy that builds products and provides team augmentation. It is directly comparable as a mid-sized Elixir-only consultancy targeting European enterprise clients.

Regional players

• Very Big Things: Very Big Things is a Brazilian Elixir/Phoenix consultancy, geographically comparable to Dashbit given the Brazilian team roots. It competes in the same LATAM enterprise Elixir consulting segment.

Others

• Hex.pm: Hex is the package manager for the Elixir ecosystem, maintained by Wojtek Mach who is also on the Dashbit team. It is an adjacent enabling platform rather than a competitor, but the relationship is ecosystemically critical.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks1 record

Key highlights7 records

Customer concentration

• Xx.com/dashbit
• GitHubgithub.com/dashbitco
• LinkedInlinkedin.com/company/dashbitco

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Funding overview

Funding rounds

Investors

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 Dashbit