TWAICE
TWAICE is a Munich-based software company that provides cloud-based predictive analytics for Battery Energy Storage Systems, serving enterprise BESS operators, utilities, IPPs, and asset managers with performance, warranty, safety, and commissioning modules.
- Company typePrivate
- Founded2018
- HeadquartersMunich, Germany
- Headcount101–250
- GTM typeB2B
- OfferingSoftware
What TWAICE does
TWAICE is a Munich-based battery analytics software company, founded in 2018, that has built a cloud-based predictive analytics platform for Battery Energy Storage Systems (BESS). The company originally focused on traction batteries for electric vehicles (with customers such as Audi and Mercedes-Benz) before pivoting primarily to grid-scale and commercial BESS analytics, where its BESS business nearly tripled in 2025. The platform ingests Battery Management System (BMS) and operational time-series data, normalizes it across heterogeneous battery suppliers, and computes proprietary KPIs including State of Health (SoH), Round-Trip Efficiency (RTE), DC resistance, self-discharge, availability, and recoverable energy. The product suite is organized into modular capabilities: Performance Manager (component-level underperformance detection and revenue recovery), Warranty Manager (LTSA/warranty KPI tracking with audit trails), Safety Monitoring (statistics-based anomaly detection for thermal/resistance/self-discharge events before alarms trigger), Digital Commissioning (pre-COD validation), Simulation Models (cell aging and supplier benchmarking), Role-Based Storage Dashboards, Penalty Risk Assessment, and a Reporting API.
The business model is a subscription-based SaaS license for the analytics platform, sold via direct enterprise field sales with consultative 1:1 demos, quote-based pricing, and no publicly disclosed rate card. TWAICE targets enterprise BESS operators and asset managers globally, including utilities, Independent Power Producers (IPPs), and developer/EPCs managing heterogeneous BESS fleets. Named customers include RWE, Brookfield, BW ESS, Fullmark Energy, BayWa r.e., Verbund, Global Power Generation Naturgy, ju:niz energy, InterEnergy, GreenFlexibility, Eni Plenitude, Innergex, MN8, Enerparc, Doosan, On.Energy, Olana Energy, Peregrine Energy, Second Foundation, Enpal, and Gensun. The company is ISO 27001-certified, distributes via direct sales supplemented by thought-leadership content (BESS Pros Survey, Battery Encyclopedia, webinars, industry events), and maintains operations across Europe and North America with a Chicago office opened in 2022.
TWAICE firmographics
Firmographics- Name
- TWAICE
- Legal name
- TWAICE
- Website
- https://twaice.com
- Company type
- Private
- Founded year
- 2018
- Operating status
- Operating
- Headcount range
- 101–250 employees
- Short description
- TWAICE is a Munich-based software company that provides cloud-based predictive analytics for Battery Energy Storage Systems, serving enterprise BESS operators, utilities, IPPs, and asset managers with performance, warranty, safety, and commissioning modules.
- Ownership category
- akta.pro rank
TWAICE industry classification
Industry- Product category
- Battery Analytics Software
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- BESS Operations, Maintenance & Asset Performance Management (APM) (EUAFAAAG)
- akta.pro secondary industries
- Battery Analytics, Digital Twins, SoH/SoC Estimation & Degradation-Aware Dispatch (EUAFAKAK), BESS Safety, Fire Detection/Suppression & Compliance (NFPA/UL/IEC) (EUAFAAAH)
Keywords
Where TWAICE is headquartered
LocationHeadquarters
- HQ city
- Munich
- HQ country
- Germany
- HQ region
- Europe
Offices1 record
Markets served
TWAICE business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Revenue model
- BESS Analytics SaaS Subscription: TWAICE generates revenue through subscription-based SaaS licensing of its battery analytics platform for BESS operators. The platform is offered as a cloud-based service with various tiers for different team sizes and use cases, including performance management, warranty tracking, and safety monitoring capabilities.
Go-to-market motion2 records
Distribution channels1 record
Marketing channels8 records
TWAICE product offering
Product offeringCore offering
TWAICE develops and sells a cloud-based battery analytics software platform purpose-built for Battery Energy Storage Systems (BESS). The platform ingests battery management system (BMS) data and delivers vendor-agnostic analytics across performance optimization, warranty compliance tracking, safety monitoring, digital commissioning, and battery aging simulation for grid-scale storage operators and asset managers.
Product overview
TWAICE is a Munich-based battery analytics software company offering a cloud-based BESS Analytics Platform with a modular architecture. The core platform aggregates BMS data and delivers analytics across performance, safety, warranty, and commissioning use cases. Key modules include Performance Manager (for optimizing availability and revenue), Warranty Manager (for contract compliance), Safety Monitoring (for proactive risk detection), Digital Commissioning (for pre-COD validation), BESS Reporting/Workflow tools, and Simulation Models (for aging analysis). Specialized modules serve Asset Managers, Performance Engineers, O&M Managers, Independent Power Producers, and Utilities. The platform serves both energy storage and electric mobility markets, with customers including RWE, Brookfield, Fullmark Energy, BayWa r.e., and Verbund.
Differentiator
Problem solved
Functional benefit
Products and services
- TWAICE BESS Analytics Platform
Quantifiable outcome
- +5% average improvement in recoverable energy across customer deployments
- +3 more outcomes
Companies that use TWAICE
Customer profileNamed customers22 records
Segments6 records
Ideal customer profiles4 records
TWAICE technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration2 records
AI capability4 records
Feature9 records
TWAICE partnerships and signals
Strategic signalPartnerships
Four partnerships are on record, tiered flagship, core and minor.
- BayWa r.e.flagshipTWAICE partnered with BayWa r.e. to provide BESS analytics for the Alfeld project, a 137.5 MW/282 MWh storage site in Lower Saxony, Germany owned by Danish investment fund Scale Fund. The platform offers predictive analytics including insights into imbalances, recoverable energy, and temperature trends to support proactive operations.
- Fullmark EnergyflagshipTWAICE partnered with Fullmark Energy to power 290 MWh of battery storage with data analytics in the CAISO market. The partnership enables advanced analytics for navigating the complex CAISO market and maximizing profitability through data-driven operations.
- Modo EnergycoreTWAICE and Modo Energy integrated BESS analytics with revenue data for the ERCOT market, providing an integrated solution combining performance, safety, and lifecycle insights with market data to help operators make better trading and operational decisions.
- NARDACminorTWAICE and NARDAC partnered to provide better insurance terms for BESS using software analytics, helping BESS operators obtain improved insurance coverage based on data-driven performance insights.
Scale indicators9 records
Recent moves7 records
Expansion highlights6 records
TWAICE competitors and assessment
Company assessmentEmerging players
- EnergyHub: EnergyHub is a DERMS platform for utilities managing distributed energy resources including behind-the-meter storage. While more focused on VPPs, it overlaps with TWAICE's utility customer segment and asset performance management theme.
- KULR Technology Group: KULR offers battery safety, testing, and analytics solutions, including the KULR AI Vision platform. It targets adjacent use cases (battery safety, failure prediction) that overlap with TWAICE's safety monitoring capabilities.
- Power Factors: Power Factors provides renewable asset performance management software used by operators of wind, solar, and storage portfolios. Its unified APM platform competes for the same asset manager and IPP budget that TWAICE targets.
- Nuvve: Nuvve operates V2G and stationary storage platforms with analytics for fleet and grid services. While V2G-focused, its operational analytics capabilities intersect with TWAICE's BESS performance management for hybrid fleet deployments.
Others
- Modo Energy: Modo Energy provides market intelligence and revenue analytics for battery storage and renewable markets. Rather than competing directly, it is an integration partner of TWAICE, complementing operational analytics with market/pricing data.
Broad incumbents
- Stem Inc: Stem offers AI-driven energy storage optimization and analytics (now part of the company formerly known as AlsoEnergy's portfolio). Its customer base of C&I and utility storage operators overlaps with TWAICE's IPP and asset manager segments.
- Fluence: Fluence is a global ESS integrator and IPP with the MosaicOS platform offering asset management, trading, and analytics. As a major BESS hardware-plus-software incumbent, it competes broadly with TWAICE's analytics layer for utility-scale customers.
- Wärtsilä Energy Storage / GEMS: Wärtsilä's GEMS digital energy platform provides energy storage control, optimization, and asset management. As a major storage integrator with bundled software, it represents a broad incumbent threat to TWAICE's standalone analytics positioning.
Direct peers
- Voltaiq: Voltaiq offers a battery data and analytics platform for cell, module, and pack-level performance and lifetime prediction, serving EV, ESS, and consumer electronics manufacturers. It is the closest direct competitor to TWAICE in independent battery data analytics.
- Accure: Accure provides battery safety and analytics software for large-scale energy storage, with monitoring, anomaly detection, and fire-risk prediction. It directly competes with TWAICE in the BESS analytics and safety monitoring category.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks5 records
Key highlights7 records
Customer concentration
TWAICE social profiles
Digital presenceTWAICE compliance and trust
Trust signalCompliance1 record
TWAICE financial estimates
Financial estimateRevenue estimate
Valuation estimate
TWAICE leadership team
Management profileNumber of profiles
Profiles4 records
TWAICE funding detail
Funding detailFunding overview
Funding rounds6 records
Investors9 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
TWAICE 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 TWAICE
What does TWAICE do?
TWAICE develops and sells a cloud-based battery analytics software platform purpose-built for Battery Energy Storage Systems (BESS). The platform ingests battery management system (BMS) data and delivers vendor-agnostic analytics across performance optimization, warranty compliance tracking, safety monitoring, digital commissioning, and battery aging simulation for grid-scale storage operators and asset managers.
Is TWAICE a public or private company?
TWAICE is a private company. It is classified as venture growth investor backed and is currently operating.
When was TWAICE founded?
TWAICE was founded in 2018. It employs 101 to 250 people.
Where is TWAICE based?
TWAICE is headquartered in Munich, Germany, in the Europe region.
How does TWAICE make money?
One revenue line is on record: BESS Analytics SaaS Subscription.
Who are TWAICE's main competitors?
Emerging players on record are EnergyHub, KULR Technology Group, Power Factors and Nuvve. Modo Energy is listed as an others. Broad incumbents are Stem Inc, Fluence and Wärtsilä Energy Storage / GEMS. Direct peers are Voltaiq and Accure.
Does TWAICE have an API?
Yes. TWAICE Reporting API enables battery energy storage operators to access TWAICE KPIs directly in their internal dashboards and analytics environments, making it easier to access and use TWAICE insights wherever they need them.
What industry is TWAICE in?
TWAICE's product category is Battery Analytics Software. Its primary akta.pro industry code is EUAFAAAG, BESS Operations, Maintenance & Asset Performance Management (APM), with a secondary code of EUAFAKAK, Battery Analytics, Digital Twins, SoH/SoC Estimation & Degradation-Aware Dispatch. Its NAICS code is 5182 and its SIC code is 7370.