The first screening engine looked almost suspiciously competent. Mohamed Donia and his collaborators had licensed respected financial data, translated Shariah compliance rules into filters, run the ratios and assembled a working model in Excel. Within a couple of weeks, it produced lists. The machinery was neat. The answers were wrong.
General Motors and General Electric passed through filters even though the founders knew that significant financial activity sat inside those businesses. Chiquita and Hershey, names they expected to see, were absent. Analyst friends who reviewed the lists found their own anomalies. An apparently straightforward software problem had revealed itself as a thicket of corporate language, hidden revenue streams and imperfect classification.
Donia's response was neither a grand pivot nor a theatrical founder epiphany. The team began looking harder. The error became the education. IdealRatings would need software, certainly, but it would also need researchers capable of reading beyond standardized labels. A company could describe itself one way while earning money another way. The ratio might be effortless; understanding the business was the work.
“We felt this was an overly easy task, in fact we felt it was too good to be true. We were right, it was in fact too good to be true because it wasn't true.”Mohamed Donia, on the early screening model
That episode supplies the clearest entrance into Donia's career. He is a computer engineer who kept arriving at the point where systems meet consequential judgment. At IdealRatings, the judgment concerns whether investments fit religious, ethical or environmental rules. A fund may promise its holders a portfolio aligned with their values. Donia built the machinery that helps institutions inspect the promise.
The engineer learns the institution
Donia earned a B.Sc. in Computer Engineering from Ain Shams University in Cairo. His early career began at Procter & Gamble, followed by several management positions at PepsiCo. Those companies sell tangible things at enormous scale, which makes them an unusual but useful preface to financial technology. Large organizations teach the practical difference between a process diagram and a process that survives contact with customers.
He later became Vice President of Applications at TenFold, a Silicon Valley enterprise-software company that completed a Nasdaq initial public offering in 1999. Donia led customer engagements for Fortune 500 clients across financial services, banking, insurance and energy. The role put him near a recurring institutional anxiety: software has to accommodate the business as it exists, including the awkward rules that refuse to fit a clean template.
Donia then co-founded Cogency Inc., another Silicon Valley startup. There he helped define technology used by hedge funds and funds of funds to address operational and financial risk. Cogency narrowed the distance between software and investment operations. By the time Donia co-founded IdealRatings in San Francisco in 2006, he had accumulated a distinctive sequence of experiences: engineering, corporate management, enterprise implementation and the plumbing of professional investment firms.
The idea behind IdealRatings was precise. Islamic investors needed dependable information about which equities complied with Shariah standards. Screening involves prohibited business activities and financial-ratio tests, followed by ongoing monitoring and, in some approaches, calculation of income that should be purified. A label from a generic industry database could begin the inquiry. It could not safely end it.
A narrow door into a wider market
IdealRatings began with Islamic finance and gradually widened its vocabulary. The underlying skill - converting values into auditable data - also applied to socially responsible investment and ESG analysis. By 2019, the company announced an expanded dataset containing more than 200 ESG elements for over 40,000 companies. Environmental topics included emissions, waste, water and energy. Social and governance research covered subjects such as training, donations, boards, compensation and shareholders.
This expansion worked because the company did not abandon its original discipline. Shariah and ESG frameworks differ, sometimes sharply, but both require a provider to translate broad principles into specific, repeatable decisions. Which revenue counts? Which threshold applies? How frequently should a company be reviewed? What happens when a disclosure is vague? The questions are technical, interpretive and occasionally philosophical. The client still needs a usable file by morning.
Donia's public comments repeatedly return to utility. Announcing a partnership with Emirates NBD Securities, he emphasized giving clients detailed reports, a clearer reading of market movement and a view of portfolio purification percentages. When IdealRatings and Nasdaq Dubai launched Sukuk benchmark indices, he argued that the market was underserved and needed a reliable, accurate benchmark. The rhetoric is institution-facing: better information should permit a market to function with more confidence.
That orientation helped IdealRatings connect its research to banks, asset managers, brokerages, exchanges and data platforms. Donia has also appeared beyond the company as a board member and head of strategy at Falah Capital and as an adviser associated with Arabesque Asset Management. These connections sit in the same neighborhood. Falah pursued socially responsible exchange-traded funds. Arabesque combined sustainability research with quantitative finance. Donia's role was the connective tissue between values, datasets and investable products.
Methodology earns the invitation
In February 2010, Donia wrote a short note before presenting at the Ninth Harvard University Forum on Islamic Finance. He and IdealRatings colleague Shehab Marzban were scheduled to discuss Shariah-compliant equity investments, including frameworks, trends and the financial crisis. Donia said it was humbling to speak after a Nobel laureate and among a formidable list of specialists. He congratulated his team.
The anecdote is revealing because the achievement was methodological. IdealRatings had taken a difficult operational question, discovered where its first answer failed and developed a more careful way to address it. Harvard offered a stage for the research, but the research existed because a spreadsheet had once produced a beautifully formatted mistake.
Four years later, Marketplace interviewed Donia about the development of Islamic finance in the United States. As IdealRatings expanded, the company's work entered more visible infrastructure. In 2016, its partnership with Nasdaq Dubai created benchmark indices tracking Sukuk. In December 2023, Bloomberg and IdealRatings announced a Shariah-compliance indicator for Sukuk on the Bloomberg Terminal. Each step moved the same basic capability closer to where investors already worked.
“Investors and asset owners need a reliable and accurate benchmark.”Mohamed Donia, on the Sukuk market
The arc matters. Many fintech products begin with a dashboard and search for a decision to improve. IdealRatings began with a decision that was already being made, often with insufficient information. The dashboard came later. Donia's earlier years at TenFold and Cogency likely made the institutional requirement familiar: a tool succeeds when it fits a workflow and withstands scrutiny from the people responsible for the result.
The business of moral plumbing
Values-based finance contains an unavoidable paradox. Its language is expansive - responsibility, sustainability, faith, impact - while its daily labor is granular. Someone must read a filing, map a subsidiary, separate a revenue stream, update a ratio and record why the conclusion changed. Principles arrive dressed for the podium. Data reports for work in sensible shoes.
Donia has remained at IdealRatings from its 2006 founding through the present public record, an unusually long tenure in software. During that period, ESG rose from a specialist concern to a global investment category and a contested political acronym. Islamic finance developed new products and broader market infrastructure. Standards multiplied. Disclosure improved in places and remained maddening in others. The central problem persisted: investors needed evidence that the portfolio matched the label.
In a 2020 partnership announcement with Bahrain-based SICO, Donia described ESG data as a way to give clients a more holistic view of risks, exposures and opportunities, allowing investments to align with their values. The phrase “holistic view” can sound airy until one considers what it demands. A view becomes more complete only when a research system can collect more facts without losing consistency.
IdealRatings' story therefore carries a useful operating lesson. Consequential software should make uncertainty manageable without hiding it. The early false positives taught the company that automation alone could create confident nonsense. Human research alone would struggle to scale. The product lived in the combination: algorithms for speed, analysts for context, standards for consistency and delivery systems for institutions.
Donia's career has been spent refining that combination. He brought an engineer's instinct for repeatability, an operator's concern for customers and a financial technologist's understanding of risk. The result is not the sort of infrastructure most investors notice. Ideally, it appears as a clean screen, a data feed or an index rule. Its success is quiet. A questionable company is caught. A portfolio manager gets an explanation. A promise printed on a fund document becomes a little easier to defend.
There is wit in the destination. A founder who began with a model that seemed almost too easy built a two-decade company around everything the model had missed. The exceptions were not annoyances on the road to the product. They were the map.