Software Development & Data Engineering
Logiq provides software consultancy, bespoke development and data engineering services to help customers solve technical challenges, modernise existing systems and make better use of their information. This includes new applications, legacy environments, disconnected platforms and complex data requirements.
We work across the development lifecycle, from understanding operational needs and designing solutions to implementation, integration and ongoing support. Our specialists can deliver complete projects or work alongside existing teams, bringing a collaborative, user-focused approach to each engagement. Where appropriate, this engineering expertise can be combined with Logiq’s wider cyber security, assurance and secure solution delivery capabilities. This is particularly valuable where complex data, usability and performance need to work together.
Our software development and data engineering capabilities build on the expertise of the former Savient team, now part of Logiq’s High Security System Engineering practice. Discover more about Savient’s engineering heritage.
Software Consultancy and Solution Design
Software projects do not always begin with a defined technical solution. We work with stakeholders to understand operational challenges, existing systems, user needs and technical constraints before determining the most appropriate approach. This helps customers establish what needs to change, what can be improved within an existing platform and where bespoke development may be appropriate.
Our consultants combine business analysis with solution architecture and design. Through collaborative discovery, requirements validation and, where useful, prototyping or proof-of-concept work, we explore options and establish designs that consider usability, integration, performance, security and maintainability. The result is a clearer technical direction, with key assumptions tested before significant development begins.
Our Approach
- Stakeholder discovery and requirements analysis
- Business and technical feasibility assessment
- Prototyping, experimentation and proof-of-concept development
- Solution architecture and technical design
- Requirements validation and delivery planning
Bespoke Software Development
Commercial software cannot always accommodate specific processes, operational requirements or technical constraints. Where existing applications fall short, Logiq designs and develops software built around the needs of its users and the systems it must work with. Technical decisions remain connected to operational outcomes, with users and stakeholders involved during delivery rather than only at handover.
Our capabilities span application architecture, software development, UI/UX design, integration, testing and implementation. We use agile and lean practices to deliver in manageable iterations, involving users, testing assumptions and refining functionality through feedback. Where appropriate, this includes a minimum viable product (MVP) before further investment. We can deliver a complete application or contribute specialist expertise to an existing team.
Our Approach
- Bespoke application design and development
- UI/UX design, integration and software testing
- Agile delivery, prototyping and MVP development
- Implementation, maintenance and performance optimisation
- Documentation, handover and continued enhancement
Data Engineering and Systems Integration
Disconnected applications, legacy databases and fragmented information can make routine work harder and limit the value of existing technology. Logiq designs data architectures and integrations that help information move reliably between systems. We examine dependencies, data ownership and authoritative records to reduce duplication and manual reconciliation.
Our work covers data modelling, APIs, ingestion, integration processes and master data management planning. It also includes engineering for complex and high-volume data: handling large datasets, processing streams for near real-time use and combining structured and unstructured sources. We consider processing performance, storage, data quality and the volume, velocity and variety of information when designing these solutions.
Our Approach
- Data architecture, modelling and data flows
- Systems integration, API development and data ingestion
- Data ownership, shared definitions and master data management planning
- Engineering for high-volume, streaming and mixed-format data
- Processing, storage and integration design
Data Migration and Transformation
Replacing an application or introducing a new platform can mean moving years of information held in inconsistent formats and legacy structures. Without appropriate preparation, migration can introduce errors and disrupt the effectiveness of the new system. Decisions about historical records and future access are part of planning for the change.
Logiq supports the extraction, transformation and loading (ETL) of data into new environments. We assess source information, map records between systems and address quality, standardisation and compatibility before transfer. We also help determine which historical data needs to be migrated or retained separately, including through legacy data warehousing where appropriate. This reduces migration risk while preserving information needed for operational use.
Our Approach
- Assessment of source data and migration requirements
- Data cleansing, consolidation and standardisation
- Mapping and transformation between legacy and new systems
- ETL process development and data transfer
- Retention, warehousing and migration quality considerations
Data Analytics, Reporting and Visualisation
Information held across different applications can be difficult to interpret, particularly when reporting relies on manual processes or inconsistent measures. Logiq develops reporting and visualisation solutions that bring relevant data together to support operational management and informed decisions. These tools can help people monitor key performance indicators, identify patterns and investigate issues that are difficult to see across separate systems.
Working with customers, we identify relevant data sources and reporting measures, then design dashboards and analytical tools suited to the decisions people need to make. Alongside development, we provide guidance on data governance, ownership, retention and quality, helping customers maintain reliable reporting. The emphasis is on usable insight, not dashboards for their own sake.
Our Approach
- Data source assessment and reporting requirements
- Reporting measures, dashboards and visualisation
- Analytics for performance, trends and operational activity
- Integration of information from multiple systems
- Data governance, ownership and quality guidance
Technical Leadership and Programme Delivery
Established delivery teams do not always need a fully outsourced solution. They may need specialist expertise, additional engineering capacity or experienced technical leadership to address specific challenges and maintain programme progress. This provides access to the right skills without requiring permanent internal capacity for every specialist discipline.
Logiq specialists work within customer teams and delivery arrangements, contributing expertise in software and data engineering, architecture, business analysis, quality assurance, UI/UX and technical delivery. We support agile and DevOps practices, automated testing and continuous integration and delivery (CI/CD). Mentoring, shared engineering standards and knowledge transfer help customers improve their own delivery capability beyond the engagement.
Our Approach
- Embedded technical leadership and specialist engineering support
- Architecture, business analysis, quality assurance and UI/UX expertise
- Agile and DevOps delivery practices
- CI/CD, automated testing and delivery automation
- Mentoring, engineering standards and knowledge transfer
Flexible Delivery and Ongoing Support
We can manage the complete development lifecycle, from discovery and design through implementation, testing and handover, or provide targeted expertise within an established programme. For customer-managed solutions, we support the transition through documentation and knowledge transfer. Alternatively, we can provide ongoing application management, proactive maintenance, optimisation and enhancements as requirements change.
Both approaches emphasise collaborative working, clear responsibilities and continuity. Where relevant, Logiq’s cyber security and assurance specialists can work alongside software and data teams to address security and delivery requirements together.
Whether you are developing an application, modernising legacy systems, managing complex data or seeking specialist support for an existing programme, speak to our team about your software development and data engineering requirements.