Detect Technologies vs Unit21

Neither company has publicly disclosed a valuation, making a definitive size comparison difficult. Detect Technologies employs 50-200 people, while Unit21 has 100-500 employees.

Unit21 has raised more in total funding at $75M, compared to Detect Technologies's $26M — a gap of $49M.

Detect Technologies holds the higher Awaira Score at 63/100, compared to Unit21's 60/100. The Awaira Score is a composite metric factoring in valuation, funding, stage, team size, and market presence — a 3-point gap that reflects meaningful differences in scale or traction.

Detect Technologies was founded by Harikrishnan Nair in 2017. Unit21 was founded by Trisha Kothari in 2018. Visit each company's profile on Awaira for a full founder biography.

Detect Technologies: Detect Technologies builds industrial AI safety and asset integrity solutions for oil and gas, chemicals, and manufacturing industries, using computer vision, drone inspection, and AI analytics to detect equipment anomalies, process safety deviations, and structural defects before they escalate into incidents. The platform replaces periodic manual inspection regimes with continuous AI-powered monitoring that identifies corrosion, leaks, and process parameter deviations in real time.\n\nThe company raised approximately $26M in Series B funding from investors including Accel and Envisioning Partners, and has deployed its T-Pulse and UltraVision products at major refineries, petrochemical complexes, and power plants in India, the Middle East, and North America. Detect Technologies has established commercial partnerships with major global oil and gas companies.\n\nIndustrial process safety is a domain where the consequences of failure are severe and the cost of preventive monitoring is justified by both regulatory requirements and avoided incident losses. Detect Technologies' AI-powered continuous monitoring approach addresses a fundamental limitation of traditional periodic inspection — the inability to detect developing problems between inspection cycles. Unit21: Unit21 provides a fraud and risk operations platform that enables compliance and fraud teams at financial institutions and fintechs to build, test, and deploy transaction monitoring rules and machine learning models without requiring data science resources. The platform covers transaction fraud, account takeover, ACH and check fraud, and anti-money laundering (AML) case management in a unified workflow.\n\nThe company raised approximately 75 million USD and serves hundreds of financial services customers including neobanks, payment processors, crypto exchanges, and traditional banks looking to modernize legacy fraud operations with configurable, model-driven risk infrastructure. Unit21 no-code rule builder allows risk analysts to respond to new fraud patterns within hours rather than weeks.\n\nFinancial fraud losses in the United States exceed 10 billion USD annually and are growing as faster payment rails reduce the window for detection. Unit21 competes with legacy vendors like NICE Actimize and SAS as well as newer entrants including Sardine and Alloy, differentiating through its analyst-friendly interface and the speed with which risk teams can iterate on detection logic without engineering dependencies.

Detect Technologies was founded first in 2017, giving it 1 year of additional market experience. Unit21 was founded later in 2018. In AI, even a year or two of head start can translate into significantly more training data, customer relationships, and institutional knowledge.

Detect Technologies has approximately 50-200 employees, while Unit21 has approximately 100-500. A larger team often signals higher revenue or venture backing, but in AI, smaller teams are increasingly capable of building at scale.

Yes, Detect Technologies and Unit21 are direct competitors — both operate in the AI Security space and likely target overlapping customer segments. This comparison is especially relevant for buyers evaluating both platforms.