Sand Technologies
Sand Technologies builds SandOS, a Physical AI platform serving as the intelligence layer for critical infrastructure operators across water, energy, telecom, healthcare, and government sectors in 18+ countries, with deep enterprise deployments and quantified outcome-based contracts.
- Company typePrivate
- Founded-
- HeadquartersKigali, Rwanda
- Headcount501–1,000
- GTM typeB2B
- OfferingSoftware
What Sand Technologies does
Sand Technologies is a privately held enterprise AI company that builds and operates SandOS, a Physical AI platform designed as the intelligence and control layer for critical physical infrastructure. Founded by Fred Swaniker (8X founder, TIME 100 Most Influential People), the company is headquartered in Kigali, Rwanda, with operational offices in Palo Alto, New York, London, and Cape Town, and employs 400+ people globally, including 100+ PhD and Masters-level data scientists, engineers, and industry experts. The company serves governments, utilities, telecom operators, healthcare networks, and disaster response agencies managing infrastructure assets across 18+ countries and approximately 50 deployment environments, many of them air-gapped.
SandOS is architected around a Five-Layer Decision Stack — State (unified system model), Time (temporal dynamics), Causality (consequence models), Simulation (scenario evaluation), and Optimization (decision support) — that ingests sensor, SCADA, enterprise, and external feed data to build a live operational model and route intelligence into control layers at four configurable autonomy levels (Human Required, Human-in-the-Loop, Supervised Automation, Full Automation). The proprietary Consequence Models engine encodes causal structure across asset types (hydraulic, RF propagation, supply chain) and predicts how interventions propagate through physical systems, distinguishing Sand from KPI-only optimization tools. Named customer deployments include Thames Water and Severn Trent Water (water/wastewater, including the Ofwat Water Breakthrough Challenge award), Telkomsel and MTN (telecom, with $10-50M annual value unlocked at Telkomsel), Southern Company (energy), City of St. Louis (smart cities/disaster recovery), and Envision Racing (motorsport AI).
Sand Technologies generates revenue primarily through multi-year enterprise contracts for SandOS platform licensing and forward-deployed professional services across water, energy, telecom, healthcare, smart cities, and government verticals. Pricing is quote-based with no public tiers; the 'Request Demo' CTA and quantified customer outcomes ($10-50M annual value per telecom customer, £7M outage saved for a water utility, 20-45% PM2.5 reduction in smart city deployments, ~$0.8B in losses prioritized in disaster recovery) anchor a value-based selling motion. Distribution combines direct enterprise field sales, AWS Partner Solutions Finder marketplace listing (Advanced Tier Partner status), the Cassava Technologies channel partnership in Africa, and the National Smart Coalitions Partnership in the US. Strategic technology alliances span AWS, NVIDIA, Microsoft, and Anthropic; the company holds ISO/IEC 27001:2022, Cyber Essentials Plus, and SOC 2 Type II certifications critical for selling into regulated infrastructure buyers.
Sand Technologies firmographics
Firmographics- Name
- Sand Technologies
- Legal name
- Sand Technologies
- Website
- https://sandtech.com
- Company type
- Private
- Operating status
- Operating
- Headcount range
- 501–1,000 employees
- Short description
- Sand Technologies builds SandOS, a Physical AI platform serving as the intelligence layer for critical infrastructure operators across water, energy, telecom, healthcare, and government sectors in 18+ countries, with deep enterprise deployments and quantified outcome-based contracts.
- Ownership category
- akta.pro rank
Sand Technologies industry classification
Industry- Product category
- Critical Infrastructure AI / Decision Intelligence Platform
- NAICS
- Computer Systems Design and Related Services (5415), Search, Detection, Navigation, Guidance, Aeronautical, and Nautical System and Instrument Manufacturing (334511), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518210), Automatic Environmental Control Manufacturing for Residential, Commercial, and Appliance Use (334512)
- SIC
- Search, Detection, Navagation, Guidance, Aeronautical Sys (3812), Special Industry Machinery, Nec (3559)
- akta.pro primary industry
- OT Asset Discovery, Inventory & Vulnerability Management (HDADAJAE)
- akta.pro secondary industries
- Infrastructure & Network Monitoring (NPM/NPMD) (HDABAJAA), Fault & Performance Monitoring (SNMP/Telemetry/APM for Networks) (HDAFAMAA), Online Monitoring, Sensors & Instrumentation (SCADA-integrated analyzers, probes, samplers) (EUANAJAC), Capacity Planning, Cost Optimization & FinOps Monitoring (HDABAJAK), Hybrid Cloud Management, Monitoring & FinOps (HDABAMAD)
Keywords
Where Sand Technologies is headquartered
LocationHeadquarters
- HQ city
- Kigali
- HQ country
- Rwanda
- HQ region
- Africa
Offices4 records
Markets served
Sand Technologies business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure
Revenue model
- Enterprise AI Solutions / Platform Licensing: Sand Technologies provides its SandOS platform to enterprise and government operators managing critical infrastructure. Revenue is generated through enterprise licensing and deployment of the SandOS platform across verticals including water, energy, telecom, healthcare, and smart cities. The company deploys solutions for specific infrastructure use cases and generates quantifiable customer outcomes ($10-50M annual value unlocked for telecom customers, ~£7M outage saved for water utilities), suggesting enterprise contract-based revenue with outcome-oriented pricing.
- Professional Services and Implementation: Sand Technologies provides forward-deployed engineering and professional services to implement the SandOS platform, integrate with existing infrastructure (SCADA, sensors, enterprise systems), and deploy domain-specific applications. Given the complexity of critical infrastructure deployments and the 'rapid deployment in weeks' claim, professional services and implementation fees likely represent a significant revenue stream.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Multi-year contract | Enterprise platform licensing — pricing not publicly disclosed |
Go-to-market motion3 records
Distribution channels4 records
Marketing channels8 records
Sand Technologies product offering
Product offeringCore offering
Sand Technologies sells SandOS, a unified operating system and decision intelligence platform for critical infrastructure that ingests sensor, SCADA, enterprise, and external data, runs physics-aware simulation and AI prediction via proprietary Consequence Models, and routes recommendations into control layers at four configurable autonomy levels. The platform is deployed across water utilities, energy providers, telecom operators, healthcare systems, and government agencies in cloud, hybrid, or air-gapped on-premise configurations. Standalone sub-products include AI Site Planner, SiteConfig, Fixed Broadband Planning, the NDT rApp for O-RAN, and the Carbon Optimiser for wastewater decarbonisation.
Product overview
Sand Technologies offers SandOS, a unified operating system platform for critical infrastructure intelligence, complemented by domain-specific solutions and specialized AI planning tools. The SandOS platform is the core product, providing a five-layer decision stack (State, Time, Causality, Simulation, Optimization) that runs consequence models to power decisions across water, energy, telecom, healthcare, and government sectors. It is complemented by Consequence Models as a named architectural component, an Operational Diagnostic maturity assessment framework, and a Marketplace for sensor procurement. Industry solutions built on SandOS include Disaster Recovery, Global Health Systems, Smart Cities, Telecommunications, Wastewater Utilities, and Water Utilities. Specialized AI sub-products for telecom include AI Site Planner, SiteConfig, and Fixed Broadband Planning (all listed on AWS Partner Solutions Finder), plus the NDT rApp for autonomous telecom networks. For water/wastewater, there is a Carbon Optimiser tool and Digital Twin Feasibility Study developed with Atkins for Severn Trent Water.
Differentiator
Problem solved
Functional benefit
Products and services
- SandOS Platform Unified operating system and decision intelligence platform for critical infrastructure. Continuously ingests sensor, SCADA, enterprise, and external feed data into a live system model, runs physics-aware simulation and AI prediction via Consequence Models, and routes recommendations into control layers at four configurable autonomy levels. Deployed cloud, hybrid, or on-premise with full data sovereignty. Sold to enterprise and government operators managing water, energy, telecom, healthcare, and smart-city infrastructure.
- AI Site Planner Standalone AI-powered telecom network planning tool running on Amazon EC2. Uses machine learning algorithms, ray tracing, and digital twins to identify optimal RAN site locations, model demand, optimise power and radio signals in near real-time, and simulate city-wide networks within seconds. Listed on AWS Partner Solutions Finder; for telecom operators seeking to maximise coverage and ROI without new infrastructure.
- SiteConfig Standalone RAN configuration simulation tool that simulates the entire network in a fraction of the time taken by traditional software. Optimises network configurations based on demand throughout the day, supporting the vision of a fully autonomous telecom network.
- Fixed Broadband Planning Standalone broadband deployment planning tool that identifies the most profitable areas to deploy fixed-line or wireless technologies for broadband investment decisions by telecom operators.
- NDT (Network Digital Twin) rApp Non-RT RIC rApp for O-RAN-compliant autonomous telecom networks. Implements the full five-layer decision stack (physics-informed ML, structural network modelling, model degradation detection, consequence evaluation, and A1 policy injection) for performance optimisation, energy efficiency, planning/scenario evaluation, and anomaly detection.
- Carbon Optimiser (Severn Trent Water / Atkins) Standalone carbon footprint assessment tool for wastewater treatment sites. Delivers an initial assessment of site-level emissions, providing a comprehensive overview for effective environmental management and sustainability. Co-developed with Atkins for Severn Trent Water.
- Digital Twin Feasibility Study (Severn Trent Water / Atkins) Standalone feasibility assessment deliverable evaluating the implementation of a digital twin at a wastewater treatment site. Quantifies the potential benefits of a digital replica of physical systems for monitoring, controlling, and optimising operations. Co-developed with Atkins for Severn Trent Water.
- SandOS Disaster Recovery Solution Geospatial intelligence solution for government and municipal disaster response. Integrates satellite imagery, infrastructure data, and property records to classify damage severity at parcel level, identify priority response zones, and inform coordinated recovery and resource allocation across affected communities.
- SandOS Global Health Systems Solution Integrated intelligence solution connecting rural clinics through satellite connectivity, electronic medical records, supply chain data, and AI-enabled decision support. Enables national-level triage, resource allocation, and operational planning for distributed healthcare networks serving millions of patients.
- SandOS Smart Cities Solution Urban mobility and public-health intelligence solution combining air-quality sensor readings with geospatial traffic data. Quantifies the impact of road closures and traffic interventions on PM2.5 levels, linking mobility management to public-health outcomes.
- SandOS Telecommunications Solution AI-driven radio network optimisation solution for telecom operators. Combines radio configuration parameters with network performance and commercial indicators to identify configuration changes that improve traffic, coverage, and capacity without additional infrastructure investment.
- SandOS Water Utilities Solution Network intelligence and leak-detection solution for water utilities. Combines IoT signals from 500+ sensors with hydraulic network models and customer reports, ingesting data every 15 minutes to detect pressure anomalies, reservoir risks, and leak indicators across 31,000+ km of water infrastructure.
- SandOS Wastewater Utilities Solution Carbon-optimisation and digital-twin solution for wastewater treatment infrastructure. Combines process data, infrastructure models, and emissions factors to identify operational interventions that reduce carbon intensity (responsible for ~80% of utility operational emissions) while maintaining service reliability.
Quantifiable outcome
- Telkomsel telecom optimization: 8-15% data traffic increase, 5-8% coverage improvement, 8-13% capacity increase, $10-50M annual value unlocked
- +6 more outcomes
Companies that use Sand Technologies
Customer profileNamed customers8 records
Segments8 records
Ideal customer profiles5 records
Sand Technologies technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration7 records
AI capability10 records
Feature10 records
Sand Technologies partnerships and signals
Strategic signalPartnerships
Nine partnerships are on record, tiered key, flagship and core.
- Cassava TechnologieskeyCassava Technologies partnered with Sand Technologies to expand GPUaaS across Africa. This partnership enables distribution of Sand's GPU-as-a-Service capabilities throughout African markets through Cassava's regional infrastructure presence.
- Compass UOLkeyCompass UOL and Sand Technologies announced a partnership in December 2024 to advance AI capabilities for businesses, including insurance firms. The partnership aims to enhance product development and reduce time-to-market for AI-powered enterprise solutions.
- Envision RacingflagshipSand Technologies partnered with Envision Racing, one of the founding teams and current World Champions of the FIA Formula E World Championship (owned by Envision Energy), to develop AI applications that improve race team performance and support the Race Against Climate Change mission. Sand Technologies is an Official Partner of the Race Against Climate Change programme. The partnership applies Physical AI to Formula E race strategy, with automated analysis surpassing manual accuracy after just 3 race events.
- National Smart Coalitions Partnership (NSCP)coreSand Technologies joined NSCP as a founding industry member. NSCP is one of the largest smart city networks in the United States with 100+ government members across Colorado, Arizona, Illinois, Missouri, Kansas, and Texas. Sand collaborates with NSCP to identify AI and data-based solutions for cities, explore urban planning and operations improvements, and launch applications at scale across US cities.
- Atkins (member of the SNC-Lavalin Group)coreSand Technologies partnered with Atkins to develop two ground-breaking tools for Severn Trent Water: a carbon optimiser tool and a digital twin feasibility study for wastewater treatment. This partnership delivered the award-winning Net Zero Hub project that won the Ofwat Water Breakthrough Challenge.
- AWS (Amazon Web Services)coreSand Technologies is an AWS Advanced Tier Services Partner with AI Site Planner validated through the AWS Foundational Technical Review and published in AWS Partner Solutions Finder. AI Site Planner is powered by Amazon Elastic Compute Cloud (Amazon EC2). The partnership enables Sand to leverage AWS infrastructure and reach telecom customers through the AWS marketplace.
- AnthropickeyAnthropic is listed as a partner technology company in Sand's Partner Ecosystem. At Evolve 2025, Neerav Kingsland from Anthropic discussed building AI that does what humans actually want and how it can be directed toward improving communities.
- NvidiakeyNvidia is listed as a partner technology company in Sand's Partner Ecosystem. The partnership leverages Nvidia's GPU compute capabilities for SandOS AI workloads including digital twins, ray tracing, and physics-informed ML.
- MicrosoftkeyMicrosoft is listed as a partner technology company in Sand's Partner Ecosystem.
Scale indicators11 records
Recent moves6 records
Expansion highlights6 records
Sand Technologies competitors and assessment
Company assessmentDirect peers
- UptimeAI: UptimeAI is an AI-based predictive operations platform for industrial assets, with a focus on rotating equipment and process manufacturing. Closely comparable to Sand's consequence-driven approach to physical infrastructure, though narrower in vertical scope.
Broad incumbents
- GE Digital (Predix / APM): GE Digital's APM and Predix platforms serve power, energy, and industrial customers with asset performance and operational analytics. Overlaps with Sand's energy and industrial vertical AI applications at large utility and industrial customers.
- AVEVA: AVEVA provides industrial software including PI System (operational data historian) and AVEVA CONNECT, widely used in water, energy, and process industries. Direct adjacency to Sand's water/wastewater and energy verticals as a data and operations platform incumbent.
- Palantir Technologies: Palantir Foundry is an enterprise decision intelligence platform serving government, defense, and industrial customers. Comparable to Sand as a horizontal data integration and decisioning platform applied to critical infrastructure, with substantially larger scale and broader installed base.
- Siemens MindSphere / Xcelerator: Siemens MindSphere and Xcelerator offer industrial IoT and operational analytics for manufacturing, energy, and infrastructure customers. Comparable to Sand as an industrial AI/cloud platform for critical infrastructure operators.
- C3.ai: C3.ai is a broad enterprise AI platform delivering pre-built applications across industries including manufacturing, financial services, and energy. Overlaps with Sand's vertical-AI-application model, with a larger enterprise sales footprint and public-company profile.
- Honeywell Forge: Honeywell Forge is an enterprise performance management software suite serving industrial, building, and infrastructure customers. Comparable to Sand in applying AI to operational decision-making across process industries and critical infrastructure verticals.
- Bentley Systems (iTwin Platform): Bentley Systems provides infrastructure engineering software including the iTwin Platform for digital twins of physical infrastructure. Adjacent to Sand's digital twin work for water utilities, energy, and telecom, with deep installed base among engineering firms and infrastructure operators.
Emerging players
- Uptake Technologies: Uptake is an industrial AI and IoT analytics platform serving asset-heavy industries including rail, energy, and manufacturing. Closely comparable to Sand in applying AI to physical asset operations and infrastructure reliability.
- SparkCognition: SparkCognition applies AI to industrial operations across energy, manufacturing, and defense. Comparable to Sand's vertical AI applications for critical infrastructure and asset-heavy operations.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
Sand Technologies social profiles
Digital presenceSand Technologies compliance and trust
Trust signalCompliance3 records
Sand Technologies financial estimates
Financial estimateRevenue estimate
Valuation estimate
Sand Technologies leadership team
Management profileNumber of profiles
Profiles6 records
Sand Technologies funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Sand Technologies 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 Sand Technologies
What does Sand Technologies do?
Sand Technologies sells SandOS, a unified operating system and decision intelligence platform for critical infrastructure that ingests sensor, SCADA, enterprise, and external data, runs physics-aware simulation and AI prediction via proprietary Consequence Models, and routes recommendations into control layers at four configurable autonomy levels. The platform is deployed across water utilities, energy providers, telecom operators, healthcare systems, and government agencies in cloud, hybrid, or air-gapped on-premise configurations. Standalone sub-products include AI Site Planner, SiteConfig, Fixed Broadband Planning, the NDT rApp for O-RAN, and the Carbon Optimiser for wastewater decarbonisation.
Is Sand Technologies a public or private company?
Sand Technologies is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Sand Technologies founded?
Sand Technologies was founded in -1. It employs 501 to 1,000 people.
Where is Sand Technologies based?
Sand Technologies is headquartered in Kigali, Rwanda, in the Africa region.
How does Sand Technologies make money?
Two revenue lines are on record. Enterprise AI Solutions / Platform Licensing is the primary driver. The others are professional Services and Implementation.
Who are Sand Technologies's main competitors?
UptimeAI is listed as a direct peer. Broad incumbents are GE Digital (Predix / APM), AVEVA, Palantir Technologies, Siemens MindSphere / Xcelerator, C3.ai, Honeywell Forge and Bentley Systems (iTwin Platform). Emerging players are Uptake Technologies and SparkCognition.
Does Sand Technologies have an API?
No public API is recorded for Sand Technologies.
What industry is Sand Technologies in?
Sand Technologies's product category is Critical Infrastructure AI / Decision Intelligence Platform. Its primary akta.pro industry code is HDADAJAE, OT Asset Discovery, Inventory & Vulnerability Management, with a secondary code of HDABAJAA, Infrastructure & Network Monitoring (NPM/NPMD). Its NAICS code is 5415 and its SIC code is 3812.