OctaiPipe
OctaiPipe is a UK-based edge AI platform that uses privacy-preserving federated learning to optimize data centre cooling and other distributed industrial IoT operations, serving enterprise data centre operators through on-premises subscription deployments with claimed 30% cooling energy cost reduction.
- Company typePrivate
- Founded2016
- HeadquartersLondon, United Kingdom
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What OctaiPipe does
OctaiPipe is a UK-based deep-tech company that builds a privacy-preserving federated AI platform for optimizing distributed industrial assets, with its primary commercial application being data centre cooling efficiency. Founded in 2016 and headquartered in London, the company employs 11-50 people and operates as a privately held entity. The core technology enables machine learning models to be trained across networks of collaborating IoT devices and edge sites without centralizing operational data to the cloud, combining learned optimizations from multiple facilities while keeping site-specific telemetry on-premises. Its product stack comprises the OctaiPipe Platform (real-time cooling optimization recommendations in plain English), a Digital Twin Module (simulation environment for safe optimizer training before live deployment), and the underlying Federated Learning Infrastructure that enables cross-site collaborative AI. Key features include ASHRAE-aware cooling control, historical data "Time Machine" analysis, and SLA-compliant recommendations tailored to facility-specific operating envelopes.
The company targets enterprise data centre operators and owners, with claimed outcomes including up to 30% reduction in cooling energy costs, up to 15% improvement in total data centre energy efficiency, PUE reduction from 1.4 to below 1.3, and 90-day ROI payback for a typical 50MW facility. OctaiPipe generates revenue through an annual subscription model with quote-based enterprise pricing, delivered via on-premises deployment to address data residency and security requirements. The go-to-market motion combines direct enterprise sales with channel partnerships, most notably a strategic minority investment and partnership with ABB (December 2025), a deployment partnership with Italian ICT firm Italtel (June 2026, live at a 2MW carrier-neutral facility in Italy), and selection into Intel Ignite's UK accelerator cohort in 2024. Named customer logos include Italtel, Element Six, Analog Devices, and CPI.
OctaiPipe firmographics
Firmographics- Name
- OctaiPipe
- Legal name
- OctaiPipe
- Website
- https://octaipipe.ai
- Company type
- Private
- Founded year
- 2016
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- OctaiPipe is a UK-based edge AI platform that uses privacy-preserving federated learning to optimize data centre cooling and other distributed industrial IoT operations, serving enterprise data centre operators through on-premises subscription deployments with claimed 30% cooling energy cost reduction.
- Ownership category
- akta.pro rank
OctaiPipe industry classification
Industry- Product category
- Data Centre Energy Management Software
- NAICS
- Software Publishers (5132), Software Publishers (513210), Computer Systems Design and Related Services (54151)
- SIC
- Services-Computer Integrated Systems Design (7373), Services-Prepackaged Software (7372)
- akta.pro primary industry
- Confidential AI & Privacy-Preserving ML (federated learning, MPC, HE, TEEs) (HDAAAKAI)
- akta.pro secondary industries
- AI Datacenter Power, Cooling & Racks (liquid cooling, power delivery) (HDAAAAAH), Privacy-Preserving ML & Data Protection (e.g., federated learning, differential privacy) (HDAAAMAD), AI/ML Solution Integration & MLOps Enablement (BPAEAAAJ)
Keywords
Where OctaiPipe is headquartered
LocationHeadquarters
- HQ city
- London
- HQ country
- United Kingdom
- HQ region
- Europe
Offices2 records
Markets served
OctaiPipe business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- AI Software Platform Subscription: SaaS-style subscription model for OctaiPipe's collaborative AI platform deployed on-premises at data centres. The platform provides ongoing cooling optimization recommendations and continuous learning improvements with ROI achievable within 90 days.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise data centre cooling optimization solution |
Go-to-market motion1 record
Distribution channels2 records
Marketing channels5 records
OctaiPipe product offering
Product offeringCore offering
OctaiPipe sells a collaborative AI software platform that is installed on-premises inside enterprise data centres to dynamically optimize cooling system operation. The platform uses privacy-preserving federated/edge machine learning so that AI models are trained across multiple sites without data ever leaving the facility, sharing only learned optimizations. It delivers real-time plain-English cooling recommendations, ASHRAE-aware control, digital-twin simulation, and automated sustainability reporting, with claimed outcomes of up to 30% reduction in cooling energy costs and ROI within 90 days.
Product overview
OctaiPipe offers a single unified collaborative AI software platform for data centre cooling optimization. The core OctaiPipe Platform delivers real-time cooling efficiency recommendations, supported by a Digital Twin Module for safe optimizer training and simulation, and Privacy-Preserving Federated Learning Infrastructure that enables cross-site collaborative AI without data centralization. The platform integrates with customer SLAs, ASHRAE standards, and site-specific parameters including weather, IT loads, and temperature/humidity constraints to deliver up to 30% cooling energy savings and 15% total building energy efficiency improvements.
Differentiator
Problem solved
Functional benefit
Products and services
- OctaiPipe Platform Core collaborative AI software platform installed on-premises inside enterprise data centres that dynamically optimizes cooling system operation in real time, provides plain-English actionable recommendations, integrates with ASHRAE standards and customer SLAs, and applies privacy-preserving federated learning so models improve across sites without operational data leaving any facility. It is sold to data centre operators and owners and claims up to 30% cooling energy savings and ROI within 90 days.
Quantifiable outcome
- Reduces cooling energy consumption by up to 30%
- +7 more outcomes
Companies that use OctaiPipe
Customer profileNamed customers2 records
Segments2 records
Ideal customer profiles2 records
OctaiPipe technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration1 record
AI capability5 records
Feature7 records
OctaiPipe partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered core and minor.
- ItaltelcoreItalian ICT firm Italtel partnered with OctaiPipe to deploy an AI system that reduces cooling-related energy costs in data centres by up to 30 percent and improves overall site efficiency by more than 10 percent. The technology was deployed at a 2MW carrier-neutral facility in Italy. The partnership aims to help operators address rising power demands and comply with stricter European regulations.
- Intel IgniteminorOctaiPipe was selected for Intel Ignite's second UK cohort in London, chosen from over 200 applicants. The startup joined 10 other deep-tech companies focused on AI, energy efficiency, and advanced computing in a 12-week accelerator program.
Scale indicators4 records
Recent moves5 records
Expansion highlights6 records
OctaiPipe competitors and assessment
Company assessmentBroad incumbents
- Vertiv: Global provider of data centre cooling, power, and IT management solutions. Increasingly embedding AI/ML into thermal management and DCIM offerings, putting it in direct competition with OctaiPipe for cooling optimisation budgets.
- Johnson Controls (OpenBlue / FogHorn): Industrial incumbent with OpenBlue digital platform and FogHorn edge AI for building optimisation. Competes with OctaiPipe in the AI-driven cooling and energy optimisation space, bundled with broader BMS/HVAC offerings.
- Schneider Electric: Industrial incumbent with EcoStruxure for Data Centers, spanning DCIM, cooling, and power. Competes with OctaiPipe at the buyer level by bundling AI-driven optimisation into its broader data centre infrastructure suite.
- C3 AI: Enterprise AI platform with data centre and energy optimisation applications. Competes with OctaiPipe at the enterprise AI-for-operations layer, though typically at much larger customer scale.
- ABB Ability: ABB's industrial IoT and AI platform for asset and energy optimisation. Directly overlapping with OctaiPipe's data centre use case and is also the parent entity of ABB's strategic minority investor.
Emerging players
- Switch Automation: AI-driven building and facility optimisation platform with strong overlap in energy, HVAC, and sustainability analytics. Comparable target buyer and use-case set as OctaiPipe, though broader in scope beyond data centres.
- Grid4C: AI and machine learning platform for energy analytics across utilities and data centre operators. Overlaps with OctaiPipe in applying ML to energy efficiency and operational optimisation in data centre environments.
- Edge Impulse: Edge AI/ML platform for deploying models on IoT and edge devices. Compares to OctaiPipe as a developer-focused federated/edge ML stack, though more general purpose and not specialised in data centre cooling.
- Huawei iCooling: AI-based cooling optimisation solution for data centres, applied across Huawei's own data centre customers. Comparable as a competing AI cooling platform, though tied to Huawei's hardware ecosystem.
Direct peers
- BrainBox AI: AI-driven HVAC and building energy optimisation platform. Directly comparable to OctaiPipe in applying AI/ML to cooling efficiency and sustainability outcomes, with a similar focus on energy savings and ESG reporting.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks5 records
Key highlights6 records
Customer concentration
OctaiPipe social profiles
Digital presenceOctaiPipe compliance and trust
Trust signalCompliance3 records
OctaiPipe financial estimates
Financial estimateRevenue estimate
Valuation estimate
OctaiPipe leadership team
Management profileNumber of profiles
Profiles2 records
OctaiPipe funding detail
Funding detailFunding overview
Funding rounds7 records
Investors11 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
OctaiPipe 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 OctaiPipe
What does OctaiPipe do?
OctaiPipe sells a collaborative AI software platform that is installed on-premises inside enterprise data centres to dynamically optimize cooling system operation. The platform uses privacy-preserving federated/edge machine learning so that AI models are trained across multiple sites without data ever leaving the facility, sharing only learned optimizations. It delivers real-time plain-English cooling recommendations, ASHRAE-aware control, digital-twin simulation, and automated sustainability reporting, with claimed outcomes of up to 30% reduction in cooling energy costs and ROI within 90 days.
Is OctaiPipe a public or private company?
OctaiPipe is a private company. It is classified as venture growth investor backed and is currently operating.
When was OctaiPipe founded?
OctaiPipe was founded in 2016. It employs 11 to 50 people.
Where is OctaiPipe based?
OctaiPipe is headquartered in London, United Kingdom, in the Europe region.
How does OctaiPipe make money?
One revenue line is on record: AI Software Platform Subscription.
Who are OctaiPipe's main competitors?
Broad incumbents on record are Vertiv, Johnson Controls (OpenBlue / FogHorn), Schneider Electric, C3 AI and ABB Ability. Emerging players are Switch Automation, Grid4C, Edge Impulse and Huawei iCooling. BrainBox AI is listed as a direct peer.
Does OctaiPipe have an API?
No public API is recorded for OctaiPipe.
What industry is OctaiPipe in?
OctaiPipe's product category is Data Centre Energy Management Software. Its primary akta.pro industry code is HDAAAKAI, Confidential AI & Privacy-Preserving ML (federated learning, MPC, HE, TEEs), with a secondary code of HDAAAAAH, AI Datacenter Power, Cooling & Racks (liquid cooling, power delivery). Its NAICS code is 5132 and its SIC code is 7373.