Unlocking 'Dark Data' with Signals

Picture of Benjamin Sims
Posted by Benjamin Sims

Unlocking 'Dark Data': Tech City Labs & FRP Advisory Pinpoint 688 High-Risk UK Charities, Enabling Proactive Intervention

At Tech City Labs, we are committed to advancing data intelligence, especially where it delivers tangible social impact. That's why we partnered with restructuring experts FRP Advisory for an ambitious, AI-powered deep dive into 184,990 active UK charities.

Our mission: to proactively identify organisations at elevated risk, enabling critical early intervention and safeguarding vital services across the sector.

Our award-winning Signals engine went to work, sifting through thousands of annual reports and filings. We did much more than scan PDFs; we instantly transformed 'dark', unstructured data into machine-readable intelligence. Our advanced large-language models then decoded complex relationships with professional service providers (solicitors, auditors, bankers) and calculated over 40 critical financial ratios. This robust framework – the same tech fuelling our daily Storm Warning risk feed – deploys 40+ proprietary indicators to flag legal, behavioural, and payment-stress issues, ensuring we provide Everything You Need To Know.

From an initial flag of 1,230 "High Risk" charities, our precise filtering process refined the focus to 688 significant organisations demanding FRP Advisory's immediate, expert attention.

Key Risk Drivers We Identified:

  • Negative working capital: 214 cases
  • Severe liquidity pressure: 192 cases
  • Five-year income decline >25%: 120 cases
  • Liquidity issues in large organisations: 77 cases
  • Operating losses >10% of income: 22 cases
  • Heavy government-funding dependency: 12 cases
  • Multiple combined factors: 51 cases


Our impact extends far beyond raw data. This AI-driven approach dramatically reduces weeks of painstaking manual review and empowers continuous, real-time monitoring. Now, emerging risks are identified the moment fresh filings are submitted, allowing for proactive, life-saving interventions.

Phil Reynolds, Partner at FRP credits the power of our AI-driven Signals engine saying that FRP are now "in a position to spot the signs of distress much earlier and help charities address cashflow challenges and positively review their operations to protect jobs and keep their vital services running."

The profound impact of our Signals engine demonstrates the power of early intervention. If you want to achieve similar results, drop us a line and let’s talk.

 

 

Stay in the know!
Stay up-to-date and hear the latest Infolink Insights on LinkedIn.