Large-Scale Software Development
A Unique Blend of Tech Skills and Industry Knowledge
With experience from over 3,600 IT projects and a cherry-picked team of 750+ IT professionals, ScienceSoft is a trusted partner to build large, complex and data-intensive software solutions.
Risks of Large-Scale Software Development. Mitigated
Large-scale projects are typically more complex and involve multiple teams, techs, dependencies, significant resources, longer timelines, and many stakeholders with various expectations. All this significantly increases the chances for things to go wrong. Here is how ScienceSoft manages some of the common risks:
Risk of volatile project scope
Solution:
- Modeling of app features and feature dependencies.
- Feature prioritization for agile development and fast app deployment.
Risk of software overcomplexity
Solution:
- Sustainable software architecture with well-planned dependencies between layers and modules.
- High-quality and easily maintainable code due to extensive code reuse, unit testing and code reviews.
Risk of poor process coordination
Solution:
- Development project split in sub-projects with dedicated project managers.
- DevOps practices to eliminate infrastructure-related issues.
- Accurate, up-to-date, and detailed documentation.
- Tailored frequency, granularity, and format of communication within the development team and with the business side.
- Established knowledge management.
Risk of lack of resources
Solution:
- Team augmentation services.
- Continuous hiring process and an uninterrupted project flow.
- Quick scaling up and down the team on demand.
- Knowledge transfer and retention.
Risk of cost and time overruns
Solution:
- Meticulous scoping and realistic estimates.
- Involvement of senior developers to ensure minimal learning curve and prevent rework.
- Employing proven third-party components and public APIs.
- Cloud-native architectures.
- Proprietary approach to testing for optimized QA efforts.
Risk of a lagging app
Solution:
- Optimal app architecture.
- Integrated application performance monitoring.
- Continuous performance testing as a part of CI/CD.
- Established quality controls at each step.
Risk of problematic security and compliance
Solution:
- Component-level software security.
- Integration of security practices throughout the development lifecycle (DevSecOps).
- Regular security and compliance testing.
Prominent Projects by ScienceSoft
Large-Scale Applications We Develop
Enterprise resource and process management software
Challenge: multi-task multi-users systems
ScienceSoft helps investigate the use context of software and plan its functionality and architecture
Software we build:
- ERP
- Finance, accounting, invoicing, billing, and budgeting
- Supply chain management
- Sales, marketing, and customer service
- Procurement and vendor management
- Inventory and asset management
- Project management
- Product lifecycle management
- HR and talent management
Industrial software
Challenge: process-specific software
ScienceSoft provides custom software development services and experts specializing in different industries
Software we build:
- Smart factory management
- MES
- Equipment monitoring, maintenance, and OEE management
- Quality management
- Field service
- Industrial analytics
Smart connected solutions
Challenge: processing large volumes of heterogeneous data
ScienceSoft applies advanced tools and techniques for data analytics: machine vision, machine learning, data science
Software we build:
- Remote monitoring
- Connected cars
- Smart transportation
- Smart home
- Video surveillance
- Incident and situation management
Financial systems
Challenge: complexity of calculations, the need for excellent operational accuracy
ScienceSoft delivers software with complex financial logic that smoothly handles even highly specific operations and ensures 100% accuracy of financial calculations.
Software we build:
- Payment processing
- Lending
- Mortgage
- Insurance
- Investment and wealth management
Government software
Challenge: strict regulations, sensitive and high-value data
ScienceSoft provides in-house compliance experts and helps set up rigorous security controls
Software we build:
- Government portals
- Document management
- Financial management
- Security information and event management
About ScienceSoft
Partnerships and recognitions
Key company numbers
- Since 1989 in software development.
- Over 3,600 successfully fulfilled projects.
- 1,200+ clients, including Fortune 500 companies.
- 750+ full-time IT professionals on board.
- Headquarters in the US and operating offices in Europe and the UAE.
- 62% of our revenue from the customers we serve for more than 2 years.
Among our clients
Our High-Tech Expertise
ScienceSoft uses smart technologies and effective architectural practices to solve the most challenging business tasks like intelligent process automation.
Advanced data analytics techniques and solutions
Innovative technologies
Software architectural patterns
Microservices architecture
Cloud-native architecture
Tiered architecture
Reactive architecture
The Financial Times Includes ScienceSoft USA Corporation in the List of the Americas’ Fastest-Growing Companies 2023
For the second year in a row, ScienceSoft USA Corporation ranks among 500 American companies with the highest revenue growth. This achievement is the result of our unfailing commitment to provide high-quality IT services and create best-value solutions that meet and even exceed our clients’ expectations.

ScienceSoft’s Services for Large-Scale Projects
- Reviewing your current project management process.
- Planning and implementing new project management practices and instruments that address management gaps.
- Documenting project requirements and scope.
- Planning resources needed to achieve project goals.
- Estimating the budget based on the project scope.
- Setting up a project schedule, planning iterative releases if needed.
- Investigating all business workflows that must be covered by software.
- Scoping software requirements, addressing conflicting requirements.
- Helping choose between custom and platform-based software development.
- Creating functional and architecture specifications.
- Planning software integrations (10+ integrations may be required for business-critical systems).
- Planning the infrastructure capable of supporting the required workload.
- Providing all resources needed for project completion (a pool of 500+ software developers and 250+ other project roles).
- An in-house Project Management Office.
- Fully self-organized teams with no need for your interference in daily activities.
- KPI-based progress tracking and transparent reporting according to the agreed schedule.
- Transparent reporting according to the agreed schedule.