Research & Data Services

How Ikigai Labs cut month-end close time by 50% and doubled approval speed with Vectura

$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

Share

man wearing blue dress shirt
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

,

CFO

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Ikigai Labs’ finance team relied on a mix of spreadsheets, email threads, and outdated approval systems.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

,

Controller

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.

woman wearing blue dress shirt
woman wearing blue dress shirt
woman wearing blue dress shirt

“Vectura gave us back control over our finances. Now, instead of chasing numbers, we’re driving strategy.”

Daniel Hwang

,

CFO

See how other teams are winning with Vectura

New York, NY, USA

@ 2025 Manifold Health All rights reserved

Manifold Health is a health intelligence software provider, not a healthcare provider, insurer, health plan, or medical device manufacturer. The services provided by Manifold Health are intended solely for business and enterprise use and do not include the provision of medical care, diagnosis, treatment, insurance coverage, or payment processing. Manifold Health’s platform is designed to enhance visibility, automation, and decision-making across population health, risk modeling, and cost management workflows. Insights generated by the platform are intended for informational and operational planning purposes only and should not be interpreted as medical advice, clinical guidance, underwriting determinations, or a substitute for professional medical, actuarial, legal, or financial consultation. Access to the Manifold Health platform is subject to our Terms of Use and Privacy Policy. Data entered into the platform is processed in accordance with applicable data protection and privacy laws and stored using enterprise-grade security controls. Manifold Health makes no representations or guarantees regarding clinical outcomes, cost savings, compliance determinations, underwriting decisions, or financial performance resulting from use of the platform. All third-party data sources, integrations, and APIs are provided “as is,” and Manifold Health assumes no responsibility for the accuracy, availability, or continued support of connected services. Manifold Health does not perform claims adjudication, insurance underwriting, regulatory reporting, or clinical decision-making unless explicitly agreed upon through a written service agreement. Use of the Manifold Health platform may involve the transmission of health, claims, eligibility, or laboratory data through secure APIs or manually uploaded files. Customers are solely responsible for ensuring the accuracy of their data, maintaining compliance with applicable laws and regulations (including HIPAA where applicable), and determining how platform insights are used within their organization. Any predictive models, forecasts, or AI-driven insights provided by Manifold Health are forward-looking in nature and should not be relied upon as the sole basis for healthcare, coverage, or financial decisions. Manifold Health is not intended for personal or consumer use. Availability of features—including analytics, forecasting, and automation—may vary by plan level, data source, and geographic region. Manifold Health, Inc. is a privately held company registered in the United States of America. For questions regarding platform usage, licensing, data security, or compliance, please refer to our Help Center or contact support@manifoldhealth.ai.

New York, NY, USA

@ 2025 Manifold Health All rights reserved

Manifold Health is a health intelligence software provider, not a healthcare provider, insurer, health plan, or medical device manufacturer. The services provided by Manifold Health are intended solely for business and enterprise use and do not include the provision of medical care, diagnosis, treatment, insurance coverage, or payment processing. Manifold Health’s platform is designed to enhance visibility, automation, and decision-making across population health, risk modeling, and cost management workflows. Insights generated by the platform are intended for informational and operational planning purposes only and should not be interpreted as medical advice, clinical guidance, underwriting determinations, or a substitute for professional medical, actuarial, legal, or financial consultation. Access to the Manifold Health platform is subject to our Terms of Use and Privacy Policy. Data entered into the platform is processed in accordance with applicable data protection and privacy laws and stored using enterprise-grade security controls. Manifold Health makes no representations or guarantees regarding clinical outcomes, cost savings, compliance determinations, underwriting decisions, or financial performance resulting from use of the platform. All third-party data sources, integrations, and APIs are provided “as is,” and Manifold Health assumes no responsibility for the accuracy, availability, or continued support of connected services. Manifold Health does not perform claims adjudication, insurance underwriting, regulatory reporting, or clinical decision-making unless explicitly agreed upon through a written service agreement. Use of the Manifold Health platform may involve the transmission of health, claims, eligibility, or laboratory data through secure APIs or manually uploaded files. Customers are solely responsible for ensuring the accuracy of their data, maintaining compliance with applicable laws and regulations (including HIPAA where applicable), and determining how platform insights are used within their organization. Any predictive models, forecasts, or AI-driven insights provided by Manifold Health are forward-looking in nature and should not be relied upon as the sole basis for healthcare, coverage, or financial decisions. Manifold Health is not intended for personal or consumer use. Availability of features—including analytics, forecasting, and automation—may vary by plan level, data source, and geographic region. Manifold Health, Inc. is a privately held company registered in the United States of America. For questions regarding platform usage, licensing, data security, or compliance, please refer to our Help Center or contact support@manifoldhealth.ai.

New York, NY, USA

@ 2025 Manifold Health All rights reserved

Manifold Health is a health intelligence software provider, not a healthcare provider, insurer, health plan, or medical device manufacturer. The services provided by Manifold Health are intended solely for business and enterprise use and do not include the provision of medical care, diagnosis, treatment, insurance coverage, or payment processing. Manifold Health’s platform is designed to enhance visibility, automation, and decision-making across population health, risk modeling, and cost management workflows. Insights generated by the platform are intended for informational and operational planning purposes only and should not be interpreted as medical advice, clinical guidance, underwriting determinations, or a substitute for professional medical, actuarial, legal, or financial consultation. Access to the Manifold Health platform is subject to our Terms of Use and Privacy Policy. Data entered into the platform is processed in accordance with applicable data protection and privacy laws and stored using enterprise-grade security controls. Manifold Health makes no representations or guarantees regarding clinical outcomes, cost savings, compliance determinations, underwriting decisions, or financial performance resulting from use of the platform. All third-party data sources, integrations, and APIs are provided “as is,” and Manifold Health assumes no responsibility for the accuracy, availability, or continued support of connected services. Manifold Health does not perform claims adjudication, insurance underwriting, regulatory reporting, or clinical decision-making unless explicitly agreed upon through a written service agreement. Use of the Manifold Health platform may involve the transmission of health, claims, eligibility, or laboratory data through secure APIs or manually uploaded files. Customers are solely responsible for ensuring the accuracy of their data, maintaining compliance with applicable laws and regulations (including HIPAA where applicable), and determining how platform insights are used within their organization. Any predictive models, forecasts, or AI-driven insights provided by Manifold Health are forward-looking in nature and should not be relied upon as the sole basis for healthcare, coverage, or financial decisions. Manifold Health is not intended for personal or consumer use. Availability of features—including analytics, forecasting, and automation—may vary by plan level, data source, and geographic region. Manifold Health, Inc. is a privately held company registered in the United States of America. For questions regarding platform usage, licensing, data security, or compliance, please refer to our Help Center or contact support@manifoldhealth.ai.