What Source does

Source is a private edge-first data infrastructure company founded in 2018, headquartered in Toronto, Canada, with 11-50 employees. The company builds a developer-focused stack centered on DefraDB, a peer-to-peer, offline-first distributed database engine that combines CRDT-based conflict resolution, Merkle DAG data structures, threshold secret rings, recursive zero-knowledge proofs, and DID-based policy enforcement. The broader stack includes SourceHub, Orbis, and LensVM, and the runtime compiles to native binaries, WebAssembly, and JavaScript for deployment across mobile, desktop, server, browser, and embedded environments. AI-supporting primitives — native vector embeddings and retrieval-augmented generation (RAG) pipelines — are positioned as substrate for edge AI workloads rather than as the company's primary competency.

Source targets developers building applications in edge AI/ML, industrial IoT, robotics and autonomous systems, satellite/space infrastructure, mobile/wearable apps, financial services, gaming, and critical infrastructure — use cases where latency, intermittent connectivity, and data sovereignty make cloud-dependent architectures impractical. Distribution is product-led through open-source repositories on GitHub (sourcenetwork), technical documentation at docs.source.network, and a Discord community, with no visible sales motion or reseller channel. The company lists OEM/embedded deployment (chips, operating systems, device software) as a secondary distribution channel targeting enterprise hardware manufacturers. Named design wins are early-stage and concentrated in non-mainstream verticals: Phantom Neuro (neural interfaces/robotics), Anymal (animal data management), and AHOY (decentralized ML for maritime).

The revenue model is not publicly disclosed. The company distributes open-source software with no visible pricing tiers or enterprise plans, and may pursue enterprise support contracts, managed cloud services, or OEM licensing arrangements, but no concrete monetization mechanics are documented. Disclosed funding is modest — approximately $501K across reported rounds from 2019 through 2023 from investors including RW3 Ventures and Momentum 6 — and no revenue, ownership structure, or management-team detail beyond three co-founders (CEO Addo Smajic, CTO John-Alan Simmons, CPO David Turner) and a product manager is available.

Name

Source

Legal name

Source

Website

https://source.inc

Company type

Private

Founded year

2018

Operating status

Operating

Headcount range

11–50 employees

Short description

Source is an edge-first data infrastructure company building DefraDB, a peer-to-peer offline-first distributed database combining CRDTs, Merkle DAGs, and zero-knowledge cryptography. It targets developers building edge AI, IoT, robotics, satellite, and decentralized applications requiring low-latency local data processing.

Ownership category

akta.pro rank

Product category

Distributed Database Software

NAICS

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

SIC

Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

Embedded / Edge Databases (HDAEAAAM)

akta.pro secondary industries

Edge Storage & Data Management (Caching, Backup, Local Data Lakes) (HDABAOAD), Edge Compliance, Governance & Data Sovereignty Infrastructure (HDABAOAL), Data Platform (Unified Data & Analytics) Suites (HDAEABAD)

Keywords

• Edge data management
• Distributed database software
• Peer-to-peer synchronization
• Offline-first applications
• Decentralized infrastructure

Headquarters

HQ city

Toronto

HQ country

Canada

HQ region

North America

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Open Source / Undisclosed: Source appears to primarily offer open-source software. The revenue model is not explicitly disclosed on the website. The company may be pursuing enterprise support contracts, cloud services, or managed offerings, but specific monetization details are not publicly stated.

Go-to-market motion1 record

Distribution channels3 records

Marketing channels4 records

Core offering

Source provides an edge-first data management stack centered on DefraDB, a peer-to-peer, offline-first database engine that uses CRDTs for automatic conflict resolution and Merkle DAG data structures for tamper-evident history. The stack also includes SourceHub, Orbis, and LensVM, and is designed to let developers build applications that process and synchronize data at the edge (mobile, IoT, robotics, satellites, embedded devices) without depending on constant cloud connectivity.

Product overview

Source is an edge-first data management stack composed of multiple products: DefraDB (the core database engine with offline-first, peer-to-peer sync capabilities and CRDT-based conflict resolution), SourceHub, Orbis, and LensVM. The stack is designed for edge environments, enabling developers to manage data beyond the cloud with features including real-time data hooks, incremental state management, offline-first processing, proximity-optimized analytics, threshold secret rings for cryptographic key management, policy-driven access controls, and AI-ready vector embedding support.

Differentiator

Problem solved

Functional benefit

Brands

• DefraDB: A peer-to-peer database designed for edge environments, enabling offline-first functionality, local authority, and peer-to-peer synchronization.
• SourceHub
• Orbis
• LensVM

Products and services

• DefraDB Edge-first, offline-first database with peer-to-peer synchronization. Uses CRDTs for automatic conflict resolution, Merkle DAG data structures for tamper-evident history, and natively supports vector embeddings for AI workloads. Runs across mobile, desktop, server, browser, and embedded environments. Targeted at developers building edge AI, IoT, robotics, satellite/space, mobile, and financial services applications.
• SourceHub A component of the Source stack described as part of the Source ecosystem; specific feature details are not specified on the public site.
• Orbis A component of the Source stack for data synchronization within the ecosystem; specific feature details are not specified on the public site.
• LensVM A Lens View Machine / virtual machine component of the Source stack; specific feature details are not specified on the public site.

Quantifiable outcome

• 75% of data today is created at the edge - Source enables leveraging this data where it already is rather than sending to the cloud

Named customers3 records

Segments8 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability3 records

Feature11 records

Recent moves5 records

Expansion highlights5 records

Direct peers

• RxDB: Local-first NoSQL database for JavaScript with replication, conflict resolution, and offline support across browsers, Node, React Native, and Electron. Competes for the same horizontal local-first developer mindshare.
• OrbitDB: Open-source peer-to-peer database built on IPFS that uses CRDTs and event sourcing for offline-first, decentralized applications. The closest technical analog to DefraDB with overlapping architecture (P2P, CRDT, Merkle DAG) and similar developer audience.
• Ditto: Edge database and sync platform purpose-built for distributed applications with offline-first collaboration and peer-to-peer mesh networking. Directly competes for the same robotics/IoT/edge customer segments and offers a similar CRDT-based sync model.
• PouchDB: JavaScript implementation of CouchDB designed for offline-first web and mobile apps with bidirectional sync. Targets the same local-first developer audience and is a common alternative for clients evaluating DefraDB.
• Ceramic Network: Decentralized data network for Web3 applications using DIDs and verifiable credentials, with composable data streams. Highly comparable to Source's DID-based policy engine and ZK access control features, though focused on Web3 rather than IoT/edge AI.
• Fauna: Distributed serverless database with operational transformation and global consistency, positioned for edge and cloud-native applications. Targets a similar developer audience with a transactional, distributed model though centralized rather than P2P.

Broad incumbents

• Couchbase: Established distributed NoSQL database with built-in offline sync for mobile and edge use cases via Couchbase Lite and Sync Gateway. Targets similar edge/mobile developer customers and has a much larger enterprise footprint, but its architecture is cloud-anchored rather than truly P2P.
• MongoDB Realm: Mobile and edge database within the MongoDB ecosystem, offering offline-first sync and local persistence. Competes for mobile/edge developer customers but is part of a much broader document-database franchise rather than a P2P-native architecture.
• FoundationDB: Open-source distributed key-value store with strong consistency, originally Apple-backed, used as a foundation for large-scale distributed systems. Not a direct P2P competitor but a relevant benchmark for distributed database primitives and developer mindshare.

Emerging players

• IPFS: Decentralized storage and content-addressed peer-to-peer protocol that OrbitDB (and increasingly other edge data layers) build on. Comparable to Source's Merkle DAG and P2P infrastructure foundation, with a much larger ecosystem but less application-layer focus.

Market position

Strengths5 records

Weaknesses4 records

Competitive moat3 records

Key risks6 records

Key highlights7 records

Customer concentration

• GitHubgithub.com/sourcenetwork
• Xx.com/hellosource
• Facebookfacebook.com/hellosource
• LinkedInlinkedin.com/company/helloSource

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds4 records

Investors2 records

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 Source