Accelerating Disruption in the Risk and Compliance Industry: Building an AI-Driven MVP in Just Six Weeks

About the client

As a stealth-mode startup with a bold mission to transform risk and compliance practices, this innovative company aimed to redefine how businesses manage third-party risks. With pre-seed funding in hand, they approached Netlight to help them rapidly create a market-ready solution. Their ambitious goal: build an MVP that would win their first clients, accelerate their go-to-market (G2M) strategy, and position them as industry disruptors.

Challenge

Disrupting an entrenched market is no easy feat, and to align with investor metrics and market expectations, the client needed a product that would rapidly demonstrate value. They required a technology partner to not just “build,” but to co-ideate and execute with precision. Their ask was simple yet critical:

Create a cutting-edge MVP in record time.
Use AI to deliver real-time, actionable insights in compliance and risk assessment.
Engineer a system that could scale with their vision for growth.

Solution

Recognizing the urgency and intricacy required, Netlight focused on co-creation right from the start. Instead of pitching solutions, we collaborated shoulder-to-shoulder with the founding team to ideate and frame solutions in real time.

In just six weeks, Netlight helped bring their vision to life by building an MVP for an AI-powered solution that redefines third-party risk management. Key innovations included:

Automated Vendor Data Collection: Leveraging Large Language Models (LLMs) and advanced web scraping, 70% of vendor data was automatically gathered and curated, dramatically accelerating onboarding workflows.
Natural Language Processing (NLP) for Compliance: Newly developed classification AI ensured swift and precise identification of compliance-critical documents to onboard third parties with speed and accuracy.
Real-Time Monitoring: Continuous surveillance of vendor operations was made possible through a robust infrastructure that integrated security feeds and outage-detection APIs, enabling proactive alerts rather than reactive incident management.
AI-Risk Scoring Algorithm: Vendors were immediately categorized by risk level, allowing clients to prioritize actions and make informed compliance decisions within minutes.

Throughout the process, Netlight didn’t just focus on the tech – we laid the groundwork for a future-ready ecosystem, an operational advantage that would scale seamlessly as the startup grew.

Impact

Vendor Onboarding Accelerated: What previously took weeks now takes hours, empowering clients to onboard third parties with unparalleled speed and operational focus.
Proactive Compliance Readiness: A shift from reactive to proactive monitoring eliminated costly incident responses, thanks to continuous alerts and near real-time transparency.
Audit-Ready Operations: Simplified compliance workflows allowed effortless tracking, auditing, and reporting, saving significant time and resources.
Market Validation and Recognition: After Netlight’s support, the startup emerged from stealth mode and was recognized as one of Sifted's Top 5 Swedish Startups to Watch, spotlighting their disruptive potential.

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About the client

Challenge

Create a cutting-edge MVP in record time.

Use AI to deliver real-time, actionable insights in compliance and risk assessment.

Engineer a system that could scale with their vision for growth.

Solution

In just six weeks, Netlight helped bring their vision to life by building an MVP for an AI-powered solution that redefines third-party risk management. Key innovations included:

Automated Vendor Data Collection: Leveraging Large Language Models (LLMs) and advanced web scraping, 70% of vendor data was automatically gathered and curated, dramatically accelerating onboarding workflows.

Natural Language Processing (NLP) for Compliance: Newly developed classification AI ensured swift and precise identification of compliance-critical documents to onboard third parties with speed and accuracy.

Real-Time Monitoring: Continuous surveillance of vendor operations was made possible through a robust infrastructure that integrated security feeds and outage-detection APIs, enabling proactive alerts rather than reactive incident management.

AI-Risk Scoring Algorithm: Vendors were immediately categorized by risk level, allowing clients to prioritize actions and make informed compliance decisions within minutes.

Throughout the process, Netlight didn’t just focus on the tech – we laid the groundwork for a future-ready ecosystem, an operational advantage that would scale seamlessly as the startup grew.

Impact

Vendor Onboarding Accelerated: What previously took weeks now takes hours, empowering clients to onboard third parties with unparalleled speed and operational focus.

Proactive Compliance Readiness: A shift from reactive to proactive monitoring eliminated costly incident responses, thanks to continuous alerts and near real-time transparency.

Audit-Ready Operations: Simplified compliance workflows allowed effortless tracking, auditing, and reporting, saving significant time and resources.

Market Validation and Recognition: After Netlight’s support, the startup emerged from stealth mode and was recognized as one of Sifted's Top 5 Swedish Startups to Watch, spotlighting their disruptive potential.

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