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320K

interactions handled annually

5.7K

customers engaged annually

71%

inquiries automated

1M interactions handled annually

1M interactions handled annually

5.7K customers engaged annually

5.7K customers engaged annually

71% inquiries automated

71% inquiries automated

Proto partnered with Eclectics to scale accessible digital banking beyond FINCA's branch network in Uganda. The Flora AI agent handles over 91,000 interactions per month across webchat, Messenger, and WhatsApp.

As a microfinance institution with a 30+ year track record, FINCA Uganda focuses on financial inclusion with savings, loans, money transfers, and financial literacy programs tailored to low-income consumers. This AI agent experience was delivered through Proto’s partner program, which enables regional system integrator Eclectics International to provide Proto's local and secure AI platform to enterprises like FINCA. With over 200 developers and 1,500 software projects accomplished in Africa, Eclectics brought deep sectoral expertise to this successful deployment.

Languages
Channels
Webchat
Messenger
WhatsApp
All supported channels

1M interactions handled annually

1M interactions handled annually

5.7K customers engaged annually

5.7K customers engaged annually

71% inquiries automated

71% inquiries automated

How to select an AI agent for African microfinance?

FINCA Uganda needed to deliver high-quality support without the expanding expense of physical branches. However, AI agent systems also have costs that can be unpredictable and scale quickly. Eclectics identified five key challenges:

  • Extending financial customer support into rural and low-income segments
  • Automating high-volume inquiries to mitigate the cost live agents
  • Finding new ways to cross-sell financial products via digital channels
  • Maintaining full compliance with Uganda's data protection laws
  • Providing localised and secure AI at a reliable fixed cost

The FINCA brand is known globally for its inclusive values. So addressing these five challenges would require an AI provider that also understood the African context, with deep experience in the continent's regulated financial sector.

Deploying Proto for FINCA Uganda

Eclectics selected Proto given its experience with African financial regulators for AI-based consumer protection deployments. Together, the companies executed the implementation of FINCA's AI agent, named Flora, with the following steps:

  • Workflow mapping with FINCA Uganda to automate tasks such as account opening, balance checks, and customer education
  • Dialogue building using Proto’s no-code and LLM-powered AI agent editor to answer product queries and launch proactive chats
  • Secure API integration with FINCA’s core banking platform to allow real-time access to customer data such as account balances
  • Omnichannel deployment across website and Uganda's main messaging apps, WhatsApp and Messenger
  • Training and onboarding for FINCA’s live agent team to respond to chat and ticket escalations
Deployed in:
Deployed via:
Webchat
Messenger
WhatsApp
All supported channels

What were the results?

The Proto solution now supports a full range of financial service automations tailored to FINCA Uganda’s operations:

  • Account inquiry automation that allows customers to verify their identity and check their balance through messaging apps. This relies on a secure API connection to FINCA’s banking system.
  • Digital customer onboarding with messaging-based account creation steps, including eligibility checks and documentation. This reduces branch traffic and simplifies the new customer experience, especially in rural areas.
  • Transaction security measures that require customers to verify their identity using one-time codes sent to their mobile numbers. This adds a layer of security while maintaining ease of access via chat.
  • Financial literacy where FINCA customers receive tips on budgeting, saving, and responsible borrowing. This uses proactive chat to highlight available products and best practices.
  • FAQ resolution for high-volume inquiries around loan products, repayment schedules, eligibility, and transaction processes. This reduces the load on FINCA's live agent team.
  • Chat escalation with summarisation of customer issues within Proto's unified Inbox module. This helps live agents to quick understand customer needs and respond contextually.
  • Hybrid data hosting that keep financial consumer information within FINCA"s database. This ensures compliance with Uganda’s data protection regulations while using cost-effective cloud hosting.

6K

chats handled annually

28

branches covered

About Proto

Proto is a leading provider of local and secure AI solutions for emerging markets. The company is trusted by governments and regulated industries to power inclusive interactions for usecases such as transaction support, citizen engagement, and anti-scam centres. Proto’s clients include central banks, remittance services, and hospitals protected with the company’s SOC2, ISO27001, and HIPAA security compliance. Proto’s proprietary natural language engine delivers understanding for local and mixed languages across underserved populations – beyond the capabilities of large language models. Headquartered in Canada, Proto operates from regional offices in the Philippines and Rwanda.

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