MissingLink
MissingLink provides Deep Learning lifecycle management tools for AI/ML engineering teams, automatically tracking experiments, datasets, machines, and models. Founded in 2016 in San Francisco, it serves machine learning practitioners and platform teams building production deep learning workflows.
- Company typePrivate
- Founded2016
- HeadquartersSan Francisco, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
MissingLink firmographics
Firmographics- Name
- MissingLink
- Legal name
- Missing link
- Website
- https://missinglink.ai
- Company type
- Private
- Founded year
- 2016
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- MissingLink provides Deep Learning lifecycle management tools for AI/ML engineering teams, automatically tracking experiments, datasets, machines, and models. Founded in 2016 in San Francisco, it serves machine learning practitioners and platform teams building production deep learning workflows.
- Ownership category
- akta.pro rank
Where MissingLink is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Markets served
MissingLink business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure
MissingLink product offering
Product offeringCore offering
MissingLink provides a set of Deep Learning lifecycle management tools that automatically track experiments, data, machines, and models. The platform is targeted at AI/ML engineering teams that run deep learning workloads and need end-to-end visibility and reproducibility across the training and deployment pipeline.
Differentiator
Problem solved
Functional benefit
Products and services
- MissingLink Deep Learning Lifecycle Platform
Companies that use MissingLink
Customer profileIdeal customer profiles1 record
MissingLink technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
MissingLink competitors and assessment
Company assessmentDirect peers
- Weights & Biases: Direct competitor offering an experiment tracking, model management, and data versioning platform for ML teams. Closest functional analog to MissingLink's DL lifecycle tools.
- Neptune.ai: MLOps metadata store for experiment tracking, model registry, and data versioning. Targets the same ML practitioner use cases as MissingLink.
- Comet: Provides experiment tracking, model production monitoring, and data lineage for ML teams — direct overlap with MissingLink's lifecycle tracking scope.
- MLflow: Open-source platform from Databricks for managing the ML lifecycle, including experiments, models, and registry. Free reference competitor that MissingLink must differentiate against.
- Iterative AI: Developer of DVC and Iterative Studio for data and model versioning and ML experiment management. Competes in the same workflow tooling category.
- Valohai: MLOps platform focused on experiment tracking, model management, and orchestration for ML teams — comparable feature set and customer profile.
- Domino Data Lab: Enterprise MLOps platform covering experiment tracking, model deployment, and compute orchestration. Targets the same enterprise ML buyer, with broader scope.
Broad incumbents
- Amazon SageMaker: AWS-managed ML platform bundling experiment tracking, model registry, training, and deployment. Represents the bundled hyperscaler threat to standalone MLOps vendors.
- Google Vertex AI: Google Cloud's integrated ML platform with experiment tracking, model registry, and feature store capabilities. Competes via cloud-platform bundling rather than standalone tooling.
- DataRobot: Enterprise AI platform with MLOps, model monitoring, and governance. Broader and more enterprise-positioned than MissingLink, but overlapping on lifecycle management.
Market position
Customer concentration
MissingLink social profiles
Digital presenceMissingLink financial estimates
Financial estimateRevenue estimate
Valuation estimate
MissingLink leadership team
Management profileNumber of profiles
Profiles1 record
MissingLink funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
MissingLink M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about MissingLink
What does MissingLink do?
MissingLink provides a set of Deep Learning lifecycle management tools that automatically track experiments, data, machines, and models. The platform is targeted at AI/ML engineering teams that run deep learning workloads and need end-to-end visibility and reproducibility across the training and deployment pipeline.
When was MissingLink founded?
MissingLink was founded in 2016. It employs 11 to 50 people.
Where is MissingLink based?
MissingLink is headquartered in San Francisco, United States, in the North America region.
Who are MissingLink's main competitors?
Direct peers on record are Weights & Biases, Neptune.ai, Comet, MLflow, Iterative AI, Valohai and Domino Data Lab. Broad incumbents are Amazon SageMaker, Google Vertex AI and DataRobot.
Does MissingLink have an API?
No public API is recorded for MissingLink.