Research & Data Services

How a rapidly scaling SaaS platform streamlined global support operations and accelerated response times with Elliot

$1.8M

Research budgets tracked in real time during first year

45%

Faster reporting cycle from data collection to review

About

Ikigai Labs is a global research and data services innovator specializing in large-scale analytics for healthcare, life sciences, and government agencies. With operations spanning multiple continents and thousands of data points generated daily, the company partners with leading institutions to deliver insights that drive critical decisions.

Industry

Research & Data Services

Company size

500 – 1,000 employees

Founded

2015

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man wearing blue dress shirt
man wearing blue dress shirt

“Before Vectura, our finance team spent weeks consolidating spreadsheets just to understand where budgets stood. Now we have real-time clarity across every program.”

Daniel Hwang

The Company

Ikigai Labs brings order and speed to complex financial operations

Ikigai Labs is a global research and data services company specializing in large-scale analytics for healthcare, life sciences, and government agencies. With teams spread across multiple continents, the organization manages complex projects that require precise financial tracking, vendor oversight, and rapid reporting. Its finance department plays a crucial role in ensuring every project meets both budget and compliance requirements.

The Motivation

Scaling research while managing complexity

As Ikigai Labs expanded its client portfolio, the number of financial transactions grew exponentially. From vendor contracts to grant disbursements and inter-departmental budgets, finance had to manage hundreds of moving parts. Traditional tools and manual processes could no longer keep up.

Leadership realized that without a modern system, they risked losing track of commitments, delaying projects, and eroding client trust. They needed financial infrastructure that could scale with their mission-driven work.

Ikigai Labs’ finance team relied on a mix of spreadsheets, email threads, and outdated approval systems. Approvals often took days, project managers struggled to get accurate budget updates, and finance staff spent valuable hours reconciling reports instead of analyzing trends.

This lack of efficiency wasn’t just frustrating — it slowed down critical research projects where timing and accuracy were essential.

smiling woman sitting on black chair
smiling woman sitting on black chair
smiling woman sitting on black chair

“We were dealing with a patchwork of systems that created more problems than it solved. Every month ended in late nights, trying to reconcile numbers across disconnected tools.”

Sonya Deng

The Solution

Transforming finance into a strategic enabler

Ikigai Labs adopted Vectura to centralize financial operations. With real-time reporting dashboards, automated expense tracking, and structured approval workflows, the finance team finally gained the visibility and control they needed.

Department leads could instantly check budget status, while project managers received faster approvals — keeping projects on schedule and within budget. Meanwhile, the finance team reduced time spent on manual reconciliation, freeing them to focus on analysis and forecasting.

The Results

Unlocking efficiency and confidence at scale

With Vectura, Ikigai Labs turned its financial operations into a reliable backbone for growth. The improvements were both immediate and measurable:

  • 50% reduction in month-end close time

  • Approval workflows completed 2x faster

  • Real-time insights available to department and project leaders

  • Greater accountability, with every expense tied to the right budget line

By replacing fragmented systems with Vectura, Ikigai Labs enabled its teams to move faster, make better decisions, and focus on delivering groundbreaking research to its clients.

See how other teams are winning with Elliot Systems

Sugar Land, TX, USA 77498

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Elliot Systems is a technology services provider, not a software vendor, staffing agency, or financial institution. The services provided by Elliot Systems are intended solely for business use and may include software engineering, AI integration, design, and technical consulting. Elliot Systems does not engage in payment processing, credit issuance, or the custody of client funds. Our tools, workflows, and services are designed to enhance automation, visibility, and scalability across engineering operations and should not be interpreted as legal, financial, or compliance advice.

Access to Elliot Systems’ platforms, development environments, and related services is subject to our Terms of Use and Privacy Policy. Any client data shared with Elliot Systems is processed in accordance with applicable data protection regulations and stored using enterprise-grade security protocols. Elliot Systems does not make representations or guarantees regarding business outcomes, compliance results, or financial performance arising from use of its services or solutions.

All third-party integrations, frameworks, and APIs used in conjunction with Elliot Systems’ solutions are provided “as is.” Elliot Systems assumes no responsibility for the accuracy, availability, or continued maintenance of external services. Clients are responsible for ensuring the accuracy and lawful use of their data, maintaining appropriate compliance with relevant local, national, or international regulations. Elliot Systems is not responsible for any losses, service interruptions, or inaccuracies resulting from third-party dependencies or user error.

Elliot Systems’ services are not intended for personal or consumer applications. Access to AI-driven or cloud-based features may vary depending on service scope, contractual terms, or regional availability. Any forecasts, analytics, or automation features provided through Elliot Systems’ services are intended for informational purposes only and should not be solely relied upon for critical business or operational decisions.

Elliot Systems LLC is a privately held company registered in the United States of America. For inquiries regarding service agreements, licensing, or data security, please refer to our Help Center or contact support@elliotsystems.com.

Sugar Land, TX, USA 77498

@ 2025 Elliot Systems. All rights reserved

Elliot Systems is a technology services provider, not a software vendor, staffing agency, or financial institution. The services provided by Elliot Systems are intended solely for business use and may include software engineering, AI integration, design, and technical consulting. Elliot Systems does not engage in payment processing, credit issuance, or the custody of client funds. Our tools, workflows, and services are designed to enhance automation, visibility, and scalability across engineering operations and should not be interpreted as legal, financial, or compliance advice.

Access to Elliot Systems’ platforms, development environments, and related services is subject to our Terms of Use and Privacy Policy. Any client data shared with Elliot Systems is processed in accordance with applicable data protection regulations and stored using enterprise-grade security protocols. Elliot Systems does not make representations or guarantees regarding business outcomes, compliance results, or financial performance arising from use of its services or solutions.

All third-party integrations, frameworks, and APIs used in conjunction with Elliot Systems’ solutions are provided “as is.” Elliot Systems assumes no responsibility for the accuracy, availability, or continued maintenance of external services. Clients are responsible for ensuring the accuracy and lawful use of their data, maintaining appropriate compliance with relevant local, national, or international regulations. Elliot Systems is not responsible for any losses, service interruptions, or inaccuracies resulting from third-party dependencies or user error.

Elliot Systems’ services are not intended for personal or consumer applications. Access to AI-driven or cloud-based features may vary depending on service scope, contractual terms, or regional availability. Any forecasts, analytics, or automation features provided through Elliot Systems’ services are intended for informational purposes only and should not be solely relied upon for critical business or operational decisions.

Elliot Systems LLC is a privately held company registered in the United States of America. For inquiries regarding service agreements, licensing, or data security, please refer to our Help Center or contact support@elliotsystems.com.

Sugar Land, TX, USA 77498

@ 2025 Elliot Systems. All rights reserved

Elliot Systems is a technology services provider, not a software vendor, staffing agency, or financial institution. The services provided by Elliot Systems are intended solely for business use and may include software engineering, AI integration, design, and technical consulting. Elliot Systems does not engage in payment processing, credit issuance, or the custody of client funds. Our tools, workflows, and services are designed to enhance automation, visibility, and scalability across engineering operations and should not be interpreted as legal, financial, or compliance advice.

Access to Elliot Systems’ platforms, development environments, and related services is subject to our Terms of Use and Privacy Policy. Any client data shared with Elliot Systems is processed in accordance with applicable data protection regulations and stored using enterprise-grade security protocols. Elliot Systems does not make representations or guarantees regarding business outcomes, compliance results, or financial performance arising from use of its services or solutions.

All third-party integrations, frameworks, and APIs used in conjunction with Elliot Systems’ solutions are provided “as is.” Elliot Systems assumes no responsibility for the accuracy, availability, or continued maintenance of external services. Clients are responsible for ensuring the accuracy and lawful use of their data, maintaining appropriate compliance with relevant local, national, or international regulations. Elliot Systems is not responsible for any losses, service interruptions, or inaccuracies resulting from third-party dependencies or user error.

Elliot Systems’ services are not intended for personal or consumer applications. Access to AI-driven or cloud-based features may vary depending on service scope, contractual terms, or regional availability. Any forecasts, analytics, or automation features provided through Elliot Systems’ services are intended for informational purposes only and should not be solely relied upon for critical business or operational decisions.

Elliot Systems LLC is a privately held company registered in the United States of America. For inquiries regarding service agreements, licensing, or data security, please refer to our Help Center or contact support@elliotsystems.com.