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A space to share our innovation in financial crimes, reconciliation and machine learning. Not to miss the fun and life@Tookitaki

Need for New Customer Risk Rating Models: Not All Customers Are Created Equal

Being estimated at between US$800 billion to US$2 trillion every year, money laundering is a serious problem for the global economy. While regulators and financial institutions are working hard to ...

Excel to AI: How Reconciliation Tools Evolve for Better

In the world of finance, reconciliation is the process of comparing two related sets of records or two accounts at the end of a specific accounting period to find out if account balances are matching in both records. Periodic reconciliation of accounts is an important accounting process and is mandated by regulators to identify accounting discrepancies before they lead to serious book-keeping issues. Timely checking of accounts will identify data issues like duplication, omission, date error and amount error. In many use cases, account reconciliation will spot signs of fraud or manipulations (unauthorized transfers, unauthorized withdrawals, etc.) early. Any discrepancies in reconciliation should be investigated and, if needed, adjustments are to be added to balance both accounts. The complexity of reconciliation varies with the type of accounts, nature of business and the volume of data to reconcile. There are different reconciliation types of varying complexities such as bank reconciliation, credit card reconciliation, positions reconciliation, custodial account reconciliation, point-of-sale (POS) reconciliation, balance sheet reconciliation, suspense account reconciliation, etc. Depending on the complexity, different businesses use different methods to reconcile accounts from paper ledgers to reconciliation software. With increasing digitalization, paper records are not seen anywhere today. Businesses of all scales are using tools such as spreadsheets, accounting software and robotic process automation (RPA) to address reconciliations of vario...

Lessons Not Well Learned: 2020 AML Fines Cross 2019 Total

If research is to be believed, institutions across the globe have not done enough in the anti-money laundering (AML) compliance area. Data from consultancy Duff & Phelps revealed that AML fines in the first six months of 2020 reached US$706 million, compared to US$444 million in the entire 2019. The fact that the penalties were imposed on the same shortcomings as that of the previous years is more worrying than the sudden increase in fines. According to the consultancy, customer due diligence, AML management, suspicious activity monitoring and compliance monitoring and oversight are the areas where firms are going wrong repeatedly. Key Takeaways from Research A total of 16 fines totaling US$ 706 million related to money laundering in 2020 till June, compared to 45 fines totaling US$444 million in 2019. There were 2 fines totaling US$26 million related to sanctions in 2020, compared to 13 and US$3.3 billion in 2029. The number of AML fines fell 14%, and fine values 86%, between 2018 and 2019 but rose again in the first half of 2020 following two substantial fines imposed in Europe. The share of the US in the total AML fines decline to 12% in 2020 (till June), compared to 45% in 2019. It indicates that other regulators around the globe have become more active with their AML oversight. There were 115 customer due diligence cases reported since 2015, compared to 109 AML management cases, 82 suspicious activity monitoring cases and 62 compliance monitoring and oversight cases. How AML Fines Impact Financial Institutions Financial institutions face...

AML Amid COVID-19: Watch out for These FBI-listed Fraud Schemes

There has been a rise in the number of cybercrimes and fraud schemes across the globe ever since the proliferation of the COVID-19 pandemic. Criminals, in general, are taking advantage of people’s ...

Need for New Customer Risk Rating Models: Not All Customers Are Created Equal

Being estimated at between US$800 billion to US$2 trillion every year, money laundering is a serious problem for the global economy. While regulators and financial institutions are working hard to ...

Is AML Compliance Heading for a New Normal in the Age of Digital Payments?

Increased digitization has influenced various businesses and brought in a paradigm shift in the way they create business models and approach growth opportunities. Moving away from conventional tran...

Excel to AI: How Reconciliation Tools Evolve for Better

In the world of finance, reconciliation is the process of comparing two related sets of records or two accounts at the end of a specific accounting period to find out if account balances are matchi...

Lessons Not Well Learned: 2020 AML Fines Cross 2019 Total

If research is to be believed, institutions across the globe have not done enough in the anti-money laundering (AML) compliance area. Data from consultancy Duff & Phelps revealed that AML fines...

Exploring AML Risks in COVID-Era and the Ways to Address Them

The world continues to battle the COVID-19 pandemic and the crisis it brought in is unprecedented in the history of humankind. While there are a number of pandemic-related factors contributing to t...

AML Amid COVID-19: Watch out for These FBI-listed Fraud Schemes

There has been a rise in the number of cybercrimes and fraud schemes across the globe ever since the proliferation of the COVID-19 pandemic. Criminals, in general, are taking advantage of people’s ...

OCC Spring Risk Perspective: 5 Takeaways on Compliance Risk

Despite its general strength, the US federal banking system is apparently susceptible to the ongoing economic weakness caused by the rampant spread of coronavirus. Earlier this month, The US Office...

How Criminals Used COVID-19 Sales Pitch to Defraud, Launder Money

As the world is working hard to contain the spread of the COVID-19, criminals continue to take advantage of the pandemic. They are devising sophisticated methods to defraud people and launder the c...

5 Top Myths and Facts about AI Implementation in AML Programs

We are more confirmed about the power of Artificial Intelligence (AI) to transform lives and businesses now. There are countless possible applications of AI and machine learning at present, and we ...

Typology Repository Management: Solving AML Problems Via Collective Intelligence and Continuous Learning

Despite its general strength, the US federal banking system is apparently susceptible to the ongoing economic weakness caused by the rampant spread of coronavirus. Earlier this month, The US Office...

Money Laundering Amid COVID-19: What Regulators Across Globe Say

As the world continues to fight against the COVID-19 pandemic, there are reports that criminals are taking advantage of the difficult situation. They are seizing the moment to proliferate their cri...

How will Art Cease to Be a Preferred Money Laundering Vehicle?

Money laundering via high-end art and antiquities is not new yet it is difficult to detect. Art-related money laundering amounts to about US$3 billion per year, according to this blog, quoting the ...

Beware! Money Mules in Demand amid COVID-19. Here’s an Effective Cure

If reports are to be believed, cybercrooks are taking advantage of the COVID-19 situation. They are targeting people who were laid off or working from home due to the pandemic to work for them as m...

How do we weather a tornado of change?

“Great works are performed not by strength but by perseverance” – Samuel Johnson All of us are in challenging times. However, we cannot afford to be lethargic to life, work, and b...

Roundtable Rewind: Embracing Next-gen Tech & Collaboration Key to Sustainability

As a regtech player with a vision to enable sustainable compliance programs in financial institutions, Tookitaki organized a first-of-its-kind industry roundtable in Charlotte, NC, USA to discuss o...

Tookitaki Appoints Industry Veteran Joe Friscia as Advisor

Tookitaki Holding Pte. Ltd. appointed industry veteran Joe Friscia, former President of NICE Actimize and BAE Systems as Advisor to the Company’s Advisory Board. Joe brings over 25 years’ extensive...

Should Modern Machines Be Ethical?

There are mounting concerns across the globe about the reliability and safety of artificial intelligence (AI) based systems and its enabling technologies such as machine learning (ML). On the air a...

Tookitaki Raises Another US$11.7 million in Series A; Closes Round at US$19.2 million

– by Abhishek Chatterjee, Founder & CEO The Tookitaki team and I are excited to announce that we have raised an additional US$11.7 million in Series A funding, taking the total investment...

30 Years of FATF: Notable Facts About Global AML Watchdog

The Financial Action Task Force (FATF), the intergovernmental body formed in 1989 to combating money laundering, is celebrating its 30th anniversary this year. Since its inception, the global agenc...

Tookitaki Joins Aite Financial Crime Forum as Sponsor

Technological advances have fundamentally changed the operational landscape of financial institutions. However, there are also new risks emerging in forms of sophisticated financial frauds and comp...

Will Machine Learning Replace Compliance Professionals?

The impact of modern technologies such as artificial intelligence (AI) and machine learning on job security has been a widely discussed topic today. Of course, AI has advanced very quickly in the l...

6 Most Prevalent Cyber-Laundering Methods in APAC

Despite being a medium to exchange information in real-time and with scale, the Internet is being misused in several ways. Among the slew of financial crimes facilitated by the Internet, money laun...

What Made Us Earn the WEF Technology Pioneer Title

Tookitaki has bagged another global acknowledgement for its outstanding works in the regulatory compliance field. Our company was selected among hundreds of candidates as one of the World Economic ...

We Stay as a Team, We Win as a Team and We Flourish as a Team

“Teamwork is the ability to work together toward a common vision. The ability to direct individual accomplishments toward organizational objectives. It is the fuel that allows common people t...

ABA Regulatory Compliance Conference: 10 Sessions You Can’t Miss

The 2019 edition of the American Bankers Association (ABA) Regulatory Compliance Conference is a few more days away. Organized by the Washington, D.C.-based trade association, the conference is tou...

Tookitaki AMLS Wins SBR Technology Excellence Award 2019

Tookitaki’s Anti-Money Laundering Suite (AMLS), an end-to-end machine learning-powered transaction monitoring and names screening solution, has bagged the inaugural Singapore Business Review ...

Watchdogs Grow Optimistic about AI Prospects at Banks

Proper regulation of banking operations is important as any failure in the banking system would affect the wider economy. Therefore, banking is one of the most regulated industries across the globe...

Pitfall of Black Box AI at Banks: Explaining Your Models to Regulators

The use cases of artificial intelligence (AI) and machine learning in front-office, middle-office and back-office activities at banks are growing slowly but steadily. The major areas of AI play inc...

AI for Regulatory Compliance at Banks: 4 Assessments Before You Okay the Solution Proposal

Banking is one of the industries where artificial intelligence and machine learning find their applications at a rapid pace. Regulatory compliance within banking is an area which has become a costl...

We Believe in Innovation, the Key to Survival and Growth

“Innovation distinguishes between a leader and a follower.” -Steve Jobs What comes on the top of your screen when you google the meaning of the word innovation is – the introduction of someth...

Compliance Functions in Need of a Technological Overhaul. Can Machine Learning be the Game-Changer?

McKinsey in its latest compliance benchmarking survey found that compliance function at financial institutions has reached “an inflection point” and current compliance standards are in an “inchoate...

Tookitaki Raises US$7.5 mn Series A from Global VCs to Transform Regulatory Compliance

Tookitaki, a regulatory technology company that aims to enable financial institutions to develop sustainable compliance programs, has raised US$7.5 million in Series A round. The round was co-led b...

From Wachovia to Danske Bank: Biggest Money Laundering Cases in Recent Times

Money laundering – the criminal activity of processing criminal proceeds to disguise their origin – is one of the gravest problems faced by the global economy, and its size is growing rapidly. It i...

A Modern Approach to Address the Reconciliation Challenges of Financial Services

Reconciliation of transactions is deemed critical for the smooth running of every financial institution. The speed and accuracy of data reconciliation can distinguish a successful institution from ...

Busting a Myth: Compliance Officer’s Job is All About Risk

Regulatory compliance has become a dreadful task for banks after regulators across the globe set stricter norms in the aftermath of the 2008 financial crisis in an effort to prevent financial crime...

SocGen Goes Next-Gen with Tookitaki Reconciliation Suite

Société Générale leveraged Tookitaki’s Reconciliation Suite to automate the bank’s existing break reconciliation system. Key Challenges Addressed The bank’s finance department was unable to handle ...

Attending ACAMS Conference in Singapore? Tookitaki Awaits You with Its Disruptive AML Solution

“In today’s era of volatility, there is no other way but to re-invent. The only sustainable advantage you can have over others is agility, that’s it.”- Jeff Bezos Singapore is hosting ACAMS’ 11th A...

MAS’ Stress on Transaction Monitoring for Effective AML/CFT Compliance and Machine Learning is the Answer

Singapore is known for its top-notch AML/CFT regime created through up-to-date legislation, stringent policy and uncompromising supervision to safeguard against the abuse of the city state’s financ...

Mifid II and the Pressing Need for a New Reconciliation Approach

The financial services industry in the EU has been confused with the introduction of a revamped version of the Markets in Financial Instruments Directive (Mifid II). The ambitious regulatory reform...

Is Automated Reconciliation Next to Impossible in Today’s Complex Financial World?

The 2008 global financial crisis and fairly new regulatory requirements like Basel III asked financial institutions (FIs) to cut operating costs and adopt a lean operations structure, pushing FIs t...

Modern Tech to Reshape US AML Compliance with Regulators’ Recent Handshake

George Bernard Shaw once said: “Those who cannot change their minds cannot change anything.” The past week has seen a significant change of mind from financial regulators in the US in their ardent ...

Skills Development: We Have Talents and We Strive to Multiply Them

“Mastery lies on an infinite continuum, and as a result, we will never reach the end. We can, however, see to it that we are as far along that continuum as our circumstance allows.” ― Chris Matakas...

It’s Our Fourth Founding Day; Taking a Pause to Cherish Our Simple but Awesome Journey

Today, as we step into our 4th year of foundation, I feel proud and honored to be leading Tookitaki that has been successful in creating added value to all its stakeholders. I was never a CEO and T...

Tookitaki Expands into the US with New Office in Charlotte

SINGAPORE, Sept. 24, 2018: Tookitaki Holding Pte Ltd, a leading regulatory technology company, is pleased to announce the official opening of its North American office in Charlotte, NC, in the Unit...

We Tame Machines but We Unleash Human Spirits

We are well aware of the fact that our progress as an organization is in the hands of our employees. The more energy, time and attention we invest in them, the more yield we receive. So, we always ...

5 Methods That Modern Money Launderers Use To Beat Detection

Society prepares the crime, the criminal commits it. DID YOU KNOW? Every year, an estimated amount in the range of US$800 billion-US$2 trillion (2-5% of global GDP) is being laundered globally Regu...

Risk Management Conference: Positive Vibes from All Corners

The Risk Management Association’s (RMA) premier annual event, the Risk Management Conference, came to an end on 6 November, and Tookitaki had the privilege to attend the event which we believe was ...

Singapore Fintech Festival: Tookitaki to showcase advanced machine learning solutions in financial services

Singapore is assured of the Fintech world’s unwavering attention next week, as the city state, is hosting this year’s Fintech Festival during 12-16 November. Touted as the world’s largest platform ...

The RMA Clarion Call to Address Risks and the Tookitaki Way

Risk officers, doing your best today is good while preparing hard for tomorrow is extraordinary. Risk management at banks has become difficult due to operational and regulatory changes. The Risk Ma...