Executive Overview
Conta Azul, a cornerstone of Brazil’s enterprise software ecosystem and a prized asset under the Visma umbrella, serves as a vital financial management and enterprise resource planning (ERP) platform for more than 100,000 small and medium-sized businesses (SMBs) across the country.
Under the terms of the new alliance, Conta Azul will deploy Oscilar’s cutting-edge suite of fraud prevention, seamless customer onboarding, and advanced case management tools. This robust technological integration is designed to reinforce the company’s risk operations significantly as it makes a decisive strategic push beyond traditional financial management into the high-velocity world of digital payments.
For Conta Azul’s anti-fraud and engineering teams, the deployment marks a transition from fragmented legacy systems to a unified, real-time command center. By consolidating customer onboarding, continuous transaction monitoring, and rigorous case management into a single pane of glass, the platform affords operators a holistic 360-degree view of the customer journey from the exact moment of initial engagement.
Crucially, the partnership underscores a broader macro-trend sweeping the Latin American RegTech sector: the transition away from rigid, legacy compliance software toward adaptable, schema-agnostic, and artificial intelligence-driven infrastructure. By leveraging Oscilar’s sophisticated agentic AI tools—including natural-language rule-building copilots and automated performance-tuning agents—Conta Azul is not merely upgrading its defensive posture; it is fundamentally redefining how modern financial platforms operationalize trust, regulatory agility, and customer experience at scale.
Detailed Chronology and Strategic Integration
The path toward this transformative partnership was paved by Conta Azul’s ambitious product roadmap and the shifting realities of Brazil’s cybercrime landscape. For over a decade, Conta Azul established an enviable market reputation by simplifying accounting, tax compliance, and business administration for Brazilian SMBs. However, as digital commerce matured and the Central Bank of Brazil aggressively promoted instant payment systems like Pix, the operational calculus for the company shifted dramatically.
Moving from enterprise resource planning into direct payment processing exponentially elevated the stakes for transaction security. Every payment processed introduced new vectors for fraud, ranging from synthetic identity fraud during onboarding to account takeover (ATO) and sophisticated social engineering schemes targeting business owners.
Recognizing that legacy fraud-prevention tools—often characterized by slow engineering deployment cycles and siloed data architectures—could not keep pace with agile criminal syndicates, Conta Azul’s leadership initiated a comprehensive search for a next-generation risk partner.
The evaluation process culminated in the selection of Oscilar, whose platform architecture was uniquely capable of meeting Conta Azul’s rigorous technical criteria. The integration process, executed systematically across engineering and risk divisions, focused on several core pillars:
- Schema-Agnostic Data Harmonization: Rather than forcing Conta Azul to overhaul its existing data infrastructure, Oscilar’s platform was engineered to adapt seamlessly to the company’s native data structures. This interoperability ensured zero downtime and rapid integration with the myriad third-party identity, credit, and watchlist services already deployed by Conta Azul.
- Decentralization of Rule Management: Historically, implementing or tweaking fraud rules required extensive engineering intervention, creating dangerous bottlenecks during active fraud attacks. The integration empowered Conta Azul’s front-line fraud analysts to directly author, adjust, and deploy risk rules without writing code, drastically compressing response times.
- Rigorous Pre-Deployment Testing: Before rules are pushed to live production environments, Oscilar’s infrastructure enables comprehensive backtesting and "shadow-mode" validation. Risk teams can evaluate how newly conceptualized rules would have performed on historical transaction data, eliminating false positives and minimizing friction for legitimate merchant customers.
By unifying onboarding checks, ongoing transaction monitoring, and case management into a cohesive ecosystem, Conta Azul successfully decommissioned a patchwork of disconnected legacy software, establishing an institutional-grade risk operation capable of supporting its rapid expansion within the Visma corporate family.
Supporting Context & Metrics: The Brazilian Fraud Landscape and the Rise of Agentic AI
To fully grasp the significance of the Oscilar-Conta Azul alliance, one must examine the broader socioeconomic and technological ecosystem of Brazil. As the economic powerhouse of Latin America, Brazil boasts a remarkably progressive fintech regulatory environment, spearheaded by the Central Bank’s relentless pursuit of digital inclusion and open finance. However, this very progressiveness has made the country a prime testing ground for sophisticated digital fraud.
The Macroeconomic Reality of Brazilian Fraud
According to industry analyses and regional cybersecurity reports, Latin America experiences some of the highest volumes of digital fraud attempts globally. Brazil, in particular, has witnessed an exponential surge in cybercrime losses, driven by the ubiquity of instant payments, mobile-first banking adoption, and the digital transformation of millions of traditional SMBs.
Small and medium-sized enterprises are frequently targeted by criminal organizations because they often lack the enterprise-grade cybersecurity budgets of multinational corporations. When an SMB falls victim to payments fraud or account takeover, the financial damage can be catastrophic, frequently threatening the very survival of the business. Consequently, fintech platforms like Conta Azul carry a profound fiduciary and operational responsibility to safeguard their merchant base.
The Paradigm Shift to Agentic AI in RegTech
The partnership also highlights the maturation of Agentic AI—artificial intelligence systems capable of autonomous reasoning, goal-directed planning, and iterative execution—within the RegTech and risk management sectors. Traditional risk platforms rely heavily on static, deterministic rule engines that require constant manual tuning and frequently generate high volumes of false positives, exhausting human analyst teams.
Oscilar’s platform represents a generational leap forward by embedding generative and agentic AI directly into the risk workflow:
- Natural-Language Copilots: Risk analysts do not need to master complex programming languages or database queries to update security postures. By utilizing natural language processing, staff can simply instruct the system to build or modify rules based on emerging fraud patterns observed in the wild.
- Autonomous Performance Tuning: Dedicated AI agents continuously analyze the historical efficacy of deployed rules, identifying degradation in detection rates or spikes in false positives, and proactively suggesting automated refinements.
- Accelerated Investigation Summaries: During high-volume fraud events or complex case investigations, AI-generated case summaries aggregate disparate data points—such as device fingerprints, geolocation anomalies, transaction velocity, and behavioral biometrics—into concise, digestible narratives. This empowers human analysts to make strategic decisions in seconds rather than hours.
This fusion of human domain expertise with autonomous machine intelligence allows risk teams to outpace fluid fraud topologies, shifting their operational posture from reactive firefighting to predictive deterrence.
Official Statements and Industry Perspective
The strategic weight of the partnership was underscored by senior executives from both organizations, who emphasized the shared vision of empowering operational autonomy through advanced technology.
Bruno Coconici Rodrigues, Head of Fraud at Conta Azul, highlighted the critical need for internal agility in the face of escalating market pressures:
"Brazil is an incredibly demanding fraud market, and as Conta Azul grows from financial management into payments, the stakes for our customers only get higher. We wanted a platform our team could run ourselves, building and adjusting our own rules and testing new ideas without waiting on engineering. Oscilar gives us that autonomy plus the freedom to connect our own data and the tools we already use."
Rodrigues’ commentary points to a perennial pain point in enterprise technology: the friction between business units needing rapid operational agility and engineering departments burdened with backlog and technical debt. By removing engineering bottlenecks from the rule-deployment lifecycle, Conta Azul has achieved a level of operational resilience that is rare for platforms of its scale.
Neha Narkhede, Co-Founder and CEO of Oscilar, underscored the strategic importance of the Latin American market and praised Conta Azul’s visionary approach to risk management:
"Conta Azul has spent more than a decade helping Brazilian businesses manage their finances, and as it moves deeper into payments, its fraud team has to move as fast as threats do. Our platform puts that control in their hands. They build and adjust rules in plain language, and AI agents help sharpen detection as the patterns shift. We are investing heavily in Brazil and Latin America, and Conta Azul is exactly the kind of team we want to grow with."
Narkhede’s remarks signal Oscilar’s aggressive expansion strategy across Latin America. As regulatory scrutiny intensifies and financial institutions across the continent grapple with increasingly sophisticated cybercriminal networks, unified agentic risk infrastructure is rapidly evolving from a competitive differentiator to an existential baseline.
Future Outlook: The Next Frontier for Risk Infrastructure in Latin America
As Conta Azul fully operationalizes Oscilar’s agentic risk platform across its expanding merchant portfolio, the implications of this partnership extend far beyond the immediate gains in fraud prevention efficiency.
Catalyzing Regional Transformation
The success of this deployment is expected to serve as a benchmark for other financial institutions and enterprise software providers across Latin America. As regional regulators—such as the Central Bank of Brazil and regulatory bodies in Mexico, Colombia, and Chile—continue to tighten compliance mandates around data protection, consumer privacy, and anti-money laundering (AML), financial entities can no longer rely on fragmented, legacy compliance architecture. The demand for unified, schema-agnostic, and AI-driven platforms will only accelerate.
Scaling Within the Visma Ecosystem
Furthermore, Conta Azul’s strategic integration within the global Visma family opens up intriguing long-term possibilities. Visma, a European leader in cloud business software, frequently exports best practices and successful technological frameworks across its international subsidiaries. The robust risk architecture proven in the demanding Brazilian market could well serve as a blueprint for risk management across Visma’s broader global footprint, demonstrating how localized emerging-market innovations can inform enterprise security on a global scale.
The Horizon of Autonomous Compliance
Looking ahead, the evolution of agentic risk platforms like Oscilar points toward a future of near-autonomous compliance and fraud operations. As artificial intelligence models become increasingly sophisticated at predicting macro-level financial crime trends, the role of human risk professionals will continue to ascend into strategic governance, leaving routine detection, pattern analysis, and rule optimization to autonomous agents.
For Conta Azul and its 100,000+ SMB customers, the partnership translates to a singular, reassuring reality: as digital commerce evolves and payment ecosystems expand, the infrastructure guarding their financial livelihoods is powered by the most advanced, adaptable, and intelligent risk technology available in the modern global economy.
