Prospective
- Company typePrivate
- Founded2016
- HeadquartersLondon, United Kingdom
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
Prospective firmographics
Firmographics- Name
- Prospective
- Legal name
- Prospective Labs Ltd
- Website
- https://prospective.io
- Company type
- Private
- Founded year
- 2016
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Ownership category
- akta.pro rank
Prospective industry classification
Industry- Product category
- Transport Management Software
- NAICS
- Computer Systems Design and Related Services (54151)
- SIC
- Transportation Services (4700), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- AI/ML Decision Intelligence & Automated Recommendations (TLAEAKAL)
- akta.pro secondary industries
- Forecasting, Demand Sensing & Inventory Optimization for RM (THALAOAK), Network Capacity Planning & Traffic Engineering (HDAFAMAM)
Keywords
Where Prospective is headquartered
LocationHeadquarters
- HQ city
- London
- HQ country
- United Kingdom
- HQ region
- Europe
Offices1 record
Markets served
Prospective business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Revenue model
- Software Licensing: Enterprise software licensing model with license agreements for FlowOS Live deployment across operator operations. Includes implementation and training as part of deployment.
Go-to-market motion1 record
Distribution channels1 record
Marketing channels4 records
Prospective product offering
Product offeringCore offering
Prospective sells the FlowOS platform, an AI-powered transport management software suite for fleet operators, infrastructure managers, and asset owners. The platform combines Machine Learning, rapid transport simulation, and optimization methods across four modules: FlowOS Baseline (digital twin), FlowOS Planner (network simulation), FlowOS Scheduler (automated timetabling), and FlowOS Live (real-time service control). The software is licensed to large public transport operators such as Metroline and Arriva to predict demand, optimize schedules, and improve service punctuality.
Product overview
Prospective offers FlowOS, a unified platform for predictive operations in fleet management. The platform consists of four integrated modules: FlowOS Baseline (digital twin foundation providing visibility of fleet assets and operations), FlowOS Planner (planning and simulation tools for service design), FlowOS Scheduler (automated timetabling, itineraries, and vehicle duty scheduling), and FlowOS Live (real-time AI-powered service control). The modules share data and work together to help transport operators predict demand, optimize plans, and deliver reliable services.
Differentiator
Problem solved
Functional benefit
Brands
- FlowOS Baseline: Digital twin technology that transforms core operations data into a digital replica of the business for advanced data analytics and performance monitoring
- FlowOS Planner
- FlowOS Scheduler
- FlowOS Live
Products and services
- FlowOS Baseline Digital twin product that transforms core operations data into a digital replica of a business, ingesting fleet GPS, sensor data, schedules, and CRM data to provide visibility of assets and operations and enable continuous monitoring and improvement for transport operators.
- FlowOS Planner Digital laboratory for transport network simulation that enables operators to test service strategies in a virtual environment and predict commercial and operational performance before deploying services. Contains data on existing travel patterns and preferences for hundreds of city regions globally.
- FlowOS Scheduler Automated scheduling software that generates and adjusts itineraries, timetables, and vehicle duties to maximize fleet efficiency and improve customer service. Uses data-driven prediction of journey times and continuous autonomous adjustment in response to network changes.
- FlowOS Live AI-powered real-time service control software that predicts fleet progression and performance under different service control instructions, running thousands of simulations per second to identify optimal instructions for fleet efficiency, boosting reliability and consistency while reducing excess waiting times by 10-20%.
Quantifiable outcome
- 10-20% reduction in Excess Waiting Time
- +3 more outcomes
Companies that use Prospective
Customer profileNamed customers3 records
Segments4 records
Ideal customer profiles3 records
Prospective technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration3 records
AI capability5 records
Feature4 records
Prospective partnerships and signals
Strategic signalPartnerships
Three partnerships are on record, tiered core and minor.
- Arriva GroupcoreArriva Group, an international passenger transport company, invested in Prospective's FlowOS Live for its London bus network following an eight-week trial. The AI software aims to improve operational performance and reduce excess passenger wait times by up to 20%. Full rollout across Arriva's London control rooms is expected by 2026. Arriva is considering extending the technology across its European network.
- MetrolinecoreMetroline, a leading UK bus operator, partnered with Prospective to deploy FlowOS Live across its London operations. The partnership began with a successful trial at Edgware garage on demanding bus routes, where the software significantly reduced Excess Waiting Time, saving passengers up to 2,000 hours daily. Metroline signed a license agreement for full deployment across all London garages managing over 1,000 high-frequency service buses.
- ComfortDelGrominorComfortDelGro, parent company of Metroline, is exploring opportunities to extend the use of Prospective's AI technology to its bus operations in Singapore and Australia, representing potential geographic expansion through the existing partnership.
Scale indicators5 records
Recent moves6 records
Expansion highlights5 records
Prospective competitors and assessment
Company assessmentDirect peers
- Optibus: Optibus is an AI-native platform for public transit planning, scheduling, and operations, directly competing with FlowOS across bus and coach operators worldwide. It serves the same customer profile (large transit agencies and operators) with overlapping optimization and digital twin capabilities.
- Spare: Spare (formerly Pantonium) provides AI-powered demand-responsive transit and microtransit software used by transit agencies and operators. It directly overlaps with Prospective's DRT segment and increasingly with broader transit scheduling and operations.
- Padam Mobility: Padam Mobility provides AI-driven demand-responsive transport and fixed-line scheduling software for public transit operators in Europe. It directly competes with Prospective in the DRT and bus operator segments, particularly across European markets.
Broad incumbents
- Trapeze Group (Modaxo): Trapeze is an established incumbent vendor of fixed-route scheduling, CAD/AVL, and passenger information systems for transit operators globally. It competes with FlowOS in scheduling and operations and is part of Modaxo's broader transit technology portfolio.
- Cubic Transportation Systems: Cubic is a large incumbent provider of fare collection, real-time passenger information, and transit operations software to major transit agencies. It is comparable as a broad portfolio vendor overlapping with Prospective's operations and planning offerings.
- INIT (Innovations in Transportation): INIT is a long-established provider of CAD/AVL, scheduling, ticketing, and fleet management systems for public transit agencies. It competes with FlowOS in scheduling and real-time operations as part of a broad transit IT portfolio.
- Conduent Transportation: Conduent offers a wide range of transit technology services including scheduling, fare collection, and CAD/AVL for public agencies. It overlaps with Prospective in transit operations and is a relevant incumbent comparable.
- Siemens Mobility: Siemens Mobility is a major transit and rail technology vendor offering planning, operations, and traffic management software. Its transit IT portfolio overlaps with FlowOS for large operator deployments worldwide.
Emerging players
- Via Transportation: Via operates a transit technology platform that includes Remix (transit planning) and on-demand transit software. It overlaps with Prospective on the planning and demand-responsive side of transit operations.
- Moovit: Moovit (an Intel company) provides mobility-as-a-service and transit data platforms used by agencies and operators. It is comparable as a software provider targeting urban transit operators, with partial overlap in service planning and rider experience capabilities.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights6 records
Customer concentration
Prospective social profiles
Digital presenceProspective financial estimates
Financial estimateRevenue estimate
Valuation estimate
Prospective leadership team
Management profileNumber of profiles
Profiles3 records
Prospective funding detail
Funding detailFunding overview
Funding rounds1 record
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Prospective 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 Prospective
What does Prospective do?
Prospective sells the FlowOS platform, an AI-powered transport management software suite for fleet operators, infrastructure managers, and asset owners. The platform combines Machine Learning, rapid transport simulation, and optimization methods across four modules: FlowOS Baseline (digital twin), FlowOS Planner (network simulation), FlowOS Scheduler (automated timetabling), and FlowOS Live (real-time service control). The software is licensed to large public transport operators such as Metroline and Arriva to predict demand, optimize schedules, and improve service punctuality.
Is Prospective a public or private company?
Prospective is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Prospective founded?
Prospective was founded in 2016. It employs 11 to 50 people.
Where is Prospective based?
Prospective is headquartered in London, United Kingdom, in the Europe region.
How does Prospective make money?
One revenue line is on record: software Licensing.
Who are Prospective's main competitors?
Direct peers on record are Optibus, Spare and Padam Mobility. Broad incumbents are Trapeze Group (Modaxo), Cubic Transportation Systems, INIT (Innovations in Transportation), Conduent Transportation and Siemens Mobility. Emerging players are Via Transportation and Moovit.
Does Prospective have an API?
No public API is recorded for Prospective.
What industry is Prospective in?
Prospective's product category is Transport Management Software. Its primary akta.pro industry code is TLAEAKAL, AI/ML Decision Intelligence & Automated Recommendations, with a secondary code of THALAOAK, Forecasting, Demand Sensing & Inventory Optimization for RM. Its NAICS code is 54151 and its SIC code is 4700.