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Presage Labs

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uuid00yr6s4

Namestring
Presage Labs
Websiteurl
presagelabs.ai
Company typeenum
Private
Founded yearint
2024
Descriptiontext

Presage Labs is a Paris-based applied AI research laboratory founded in 2024 that develops "world models" for cloud infrastructure and distributed platforms. The company's sole product, Cloud-1, is positioned as the first foundational world model for cloud infrastructure: an AI system trained to learn the structure, dynamics, and causal relationships of AWS environments directly from production data and deployed inside customer infrastructure. The technology combines deep learning, dynamical systems theory, and causal inference, with novel model architectures built from scratch rather than adapted from existing foundation models.

Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
1–10
akta.pro rankint
HeadquartersParis, France
HQ citystring
Paris
HQ countrystring
France
HQ regionstring
Europe
Markets served

Serves global market

Keyword5 values
cloud infrastructure AI, world model AI, predictive infrastructure analytics, autonomous infrastructure management, AWS cost optimization
Industry4 codes
1Model Deployment, Serving & Inference Platforms
CodeHDAAABAFPrimaryYes
2Cloud Managed Services (Operations, Monitoring, Patching)
CodeBPAEACAFPrimaryNo
3Cloud FinOps & SaaS Spend Management
CodeBPAEAOAHPrimaryNo
4IT Incident, Problem & Change Management Platforms
CodeHDAEALAIPrimaryNo
NAICS code1 code
  • Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services51821
SIC code1 code
  • Services-Prepackaged Software7372
Product category
Cloud Infrastructure AI / AIOps
Social media profiles1 record
Cost components5 values
Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
GTM typeB2B
B2B
Offering typeSoftware
Software
Brand1 record
1Cloud-1
Description

First foundational world model for cloud infrastructure that learns the structure, dynamics, and causal relationships of AWS environments from production data, deployed inside customer infrastructure.

presagelabs.ai
Core offering1 text field

Presage Labs develops and deploys Cloud-1, a foundational world model for cloud infrastructure that learns the structure, dynamics, and causal relationships of AWS environments from production data. The model is deployed inside customer infrastructure and enables predictive capabilities such as anticipating cost trajectories, simulating infrastructure changes before production application, tracing true root-cause of incidents, planning capacity on real workload/resource models, and giving autonomous AI agents a model of their environment to prevent system-wide failures.

Differentiator
Functional benefit
Problem solved
Product overview1 text field

Presage Labs is a frontier AI research lab that develops world models for cloud infrastructure. The company's sole product is Cloud-1, a foundational world model that learns from production data inside cloud environments. Cloud-1 builds an internal representation of how infrastructure actually behaves, enabling predictive capabilities that current tooling cannot deliver: anticipating cost trajectories, simulating changes before production application, tracing root causes, and providing autonomous agents with environmental understanding.

Product and service1 record
1Cloud-1
CategoryCloud Infrastructure AI / AIOps
Description

Cloud-1 is a foundational world model for cloud infrastructure that learns the structure, dynamics, and causal relationships of AWS environments from production data and is deployed inside customer infrastructure. It captures service dependencies, workload evolution, resource consumption propagation, and how decisions shape future system states. Its capabilities include the Data Factory pipeline for normalizing heterogeneous cloud data, a latent dynamics architecture for stable long-horizon prediction, and action-conditioned simulation that simulates the trajectory of the system forward in time given a candidate change (deployment, scaling event, configuration update) with quantified uncertainty. It is aimed at enterprise cloud infrastructure teams needing cost trajectory anticipation, pre-production change simulation, true upstream root-cause incident analysis, capacity planning, and a reliable environmental model for autonomous infrastructure agents.

Recent move4 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight4 records

Each record includes

Type, Description

Market position
Competitive moat3 records

Each record includes

Type, Details

Key risks6 records

Each record includes

Headline, Details, Source

Key highlights6 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Segment1 record

Each record includes

Title, Type, Primary, Description, Pain point addressed, Use case, Source

Ideal customer profile1 record

Each record includes

Profile, Firmographic size, Sales motion, Sales cycle length, Buying structure, Purchase trigger, Buyer persona, Geography, Industry vertical, Primary use case, Description, Pain points, Evidence proof points, Target buyer

Technology focused
Yes
API detail
Has APIbool
No

Docs URL, Description

AI capability5 records

Each record includes

Type, Description, Source

AI maturity
App detail

Has app

Feature4 records

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
Profiles2 records

Each record includes

Name, Designation, Designation category, Overview, Profile commentary, Source

No data
No data
Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds1 record

Each record includes

Round, Amount USD, Date, Pre money valuation, Total investors, Investors, News

Investors3 records

Each record includes

Name, Type, Date of entry, Rounds participated, Website

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

M&A

Each record includes

Name, Acquisition type, Announced date, Completed date, Status, Website, News

Investment

Each record includes

Name, Round, Announced date, Lead investor, Website, News

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

Presage Labs

Cloud Infrastructure AI / AIOpspresagelabs.ai

What Presage Labs does

Presage Labs is a Paris-based applied AI research laboratory founded in 2024 that develops "world models" for cloud infrastructure and distributed platforms. The company's sole product, Cloud-1, is positioned as the first foundational world model for cloud infrastructure: an AI system trained to learn the structure, dynamics, and causal relationships of AWS environments directly from production data and deployed inside customer infrastructure. The technology combines deep learning, dynamical systems theory, and causal inference, with novel model architectures built from scratch rather than adapted from existing foundation models.

Presage Labs firmographics

Firmographics
Name
Presage Labs
Website
https://presagelabs.ai
Company type
Private
Founded year
2024
Operating status
Operating
Headcount range
1–10 employees
Ownership category
akta.pro rank

Presage Labs industry classification

Industry
Product category
Cloud Infrastructure AI / AIOps
NAICS
Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)
SIC
Services-Prepackaged Software (7372)
akta.pro primary industry
Model Deployment, Serving & Inference Platforms (HDAAABAF)
akta.pro secondary industries
Cloud Managed Services (Operations, Monitoring, Patching) (BPAEACAF), Cloud FinOps & SaaS Spend Management (BPAEAOAH), IT Incident, Problem & Change Management Platforms (HDAEALAI)

Keywords

  • Cloud infrastructure AI
  • World model AI
  • Predictive infrastructure analytics
  • Autonomous infrastructure management
  • AWS cost optimization

Where Presage Labs is headquartered

Location

Headquarters

HQ city
Paris
HQ country
France
HQ region
Europe

Markets served

Presage Labs business model

Business model
GTM type
B2B
Offering type
Software
Cost components
Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations

Presage Labs product offering

Product offering

Core offering

Presage Labs develops and deploys Cloud-1, a foundational world model for cloud infrastructure that learns the structure, dynamics, and causal relationships of AWS environments from production data. The model is deployed inside customer infrastructure and enables predictive capabilities such as anticipating cost trajectories, simulating infrastructure changes before production application, tracing true root-cause of incidents, planning capacity on real workload/resource models, and giving autonomous AI agents a model of their environment to prevent system-wide failures.

Product overview

Presage Labs is a frontier AI research lab that develops world models for cloud infrastructure. The company's sole product is Cloud-1, a foundational world model that learns from production data inside cloud environments. Cloud-1 builds an internal representation of how infrastructure actually behaves, enabling predictive capabilities that current tooling cannot deliver: anticipating cost trajectories, simulating changes before production application, tracing root causes, and providing autonomous agents with environmental understanding.

Differentiator

Problem solved

Functional benefit

Brands

  • Cloud-1: First foundational world model for cloud infrastructure that learns the structure, dynamics, and causal relationships of AWS environments from production data, deployed inside customer infrastructure.

Products and services

  • Cloud-1 Cloud-1 is a foundational world model for cloud infrastructure that learns the structure, dynamics, and causal relationships of AWS environments from production data and is deployed inside customer infrastructure. It captures service dependencies, workload evolution, resource consumption propagation, and how decisions shape future system states. Its capabilities include the Data Factory pipeline for normalizing heterogeneous cloud data, a latent dynamics architecture for stable long-horizon prediction, and action-conditioned simulation that simulates the trajectory of the system forward in time given a candidate change (deployment, scaling event, configuration update) with quantified uncertainty. It is aimed at enterprise cloud infrastructure teams needing cost trajectory anticipation, pre-production change simulation, true upstream root-cause incident analysis, capacity planning, and a reliable environmental model for autonomous infrastructure agents.

Companies that use Presage Labs

Customer profile

Segments1 record

Ideal customer profiles1 record

Presage Labs technology and API

Technology

Technology focussed Yes

API detail

Has API
No
API docs
API detail

Core technology

AI maturity

App detail

AI capability5 records

Feature4 records

Presage Labs partnerships and signals

Strategic signal

Recent moves4 records

Expansion highlights4 records

Presage Labs competitors and assessment

Company assessment

Market position

Competitive moat3 records

Key risks6 records

Key highlights6 records

Customer concentration

Presage Labs social profiles

Digital presence

Presage Labs financial estimates

Financial estimate

Revenue estimate

Valuation estimate

Presage Labs leadership team

Management profile

Number of profiles

Profiles2 records

Presage Labs funding detail

Funding detail

Funding overview

Funding rounds1 record

Investors3 records

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

Presage Labs M&A and investment

M&A and investment

M&A

Investments

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

Frequently asked questions about Presage Labs

What does Presage Labs do?

Presage Labs develops and deploys Cloud-1, a foundational world model for cloud infrastructure that learns the structure, dynamics, and causal relationships of AWS environments from production data. The model is deployed inside customer infrastructure and enables predictive capabilities such as anticipating cost trajectories, simulating infrastructure changes before production application, tracing true root-cause of incidents, planning capacity on real workload/resource models, and giving autonomous AI agents a model of their environment to prevent system-wide failures.

Is Presage Labs a public or private company?

Presage Labs is a private company. It is classified as venture growth investor backed and is currently operating.

When was Presage Labs founded?

Presage Labs was founded in 2024. It employs 1 to 10 people.

Where is Presage Labs based?

Presage Labs is headquartered in Paris, France, in the Europe region.

Does Presage Labs have an API?

No public API is recorded for Presage Labs.

What industry is Presage Labs in?

Presage Labs's product category is Cloud Infrastructure AI / AIOps. Its primary akta.pro industry code is HDAAABAF, Model Deployment, Serving & Inference Platforms, with a secondary code of BPAEACAF, Cloud Managed Services (Operations, Monitoring, Patching). Its NAICS code is 51821 and its SIC code is 7372.

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