How a Visa Agency Resolved 84% of Applicant Questions

A national visa agency's officers answered the same questions millions of times. AI agents now front the channel, resolving 84% instantly for 10M+ people a year.
84%
Resolved instantly by the AI agent
2–4 months
Implementation Time
$100K – $250K
Project Cost

the challenge

The agency is the single point of contact for visas, passports and border services for a population of 10M+ citizens and travelers a year. Applicants asked the same questions in enormous volume (eligibility, documents, status, travel restrictions), and every one of them waited on an officer. Answer quality varied by officer, and real-time travel-restriction changes were hard to communicate consistently.

what they built

A visa inquiry agent that answers applicant questions directly from the agency's rules and procedures, and reliably provides real-time global travel restrictions and news alongside the answer. An inbound support agent that handles passport and travel issues end to end at human-level resolution, escalating to officers only where a case needs one. Both agents are built on ModernEdge's conversational-agent platform for voice and text, integrated with the agency's systems, with intent detection, knowledge retrieval and decision logic run inside an auditable environment.
The team started by mapping the most common categories of visa and immigration inquiries and gathering the agency's policy documents, procedures and FAQs. Two agents were configured on ModernEdge's conversational-agent platform for voice and text, running Claude: one for visa questions, which also surfaces real-time global travel restrictions alongside each answer, and one for passport and travel support. Both were integrated with the agency's systems, with intent detection, knowledge retrieval and decision logic run inside an auditable environment to meet government requirements. The agents were tested against real sample questions, refined on accuracy gaps, and rolled out in stages, starting with a limited set of inquiry types while staff monitored responses. The hard part was coverage of a large rulebook and getting escalation paths right for a public that expects an authoritative answer. Officers now step in only where a case genuinely needs one. The full rollout took a few months.

best fit for

Government agencies and large regulated service organizations with high-volume, rules-based public inquiries: immigration, tax authorities, licensing bodies, social services, national carriers. Fits any operator where the same few hundred questions arrive millions of times.
Ai ROLE
Front-line resolution. The agents understand the applicant's intent, retrieve the governing rule, and resolve the case or route it. They serve as the primary channel, which is why the measure is resolution rate.

impact

84%

Of visa applicant questions resolved instantly by the visa inquiry agent.

10M+

Citizens and travelers served annually by the agency the agents now front.

Human-level resolution on passport and travel issues

implementation complexity

A national agency, a large rulebook, multiple channels, and a public that expects an authoritative answer.
Kevin Malaekeh, ModernEdge AI

Kevin Malaekeh

Co-Founder at ModernEdge AI
ModernEdge AI
Co-founder of ModernEdge AI, a Claude partner that builds custom AI agents, voice systems and document workflows for mid-market and PE-backed companies.
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industry
Government & Public Sector
business organization
Customer Service
AI TYpe
Conversational AI (Chatbot / Agent)
value type
Time Savings

frequently asked questions

How did a national visa agency resolve 84% of applicant questions instantly with conversational AI?

It made AI agents the primary channel for applicant inquiries. The agents detect the applicant's intent, retrieve the governing rule from the agency's procedures, and resolve the question or route it to an officer, which now settles 84% of visa questions instantly.

What AI tools were used for the immigration inquiry agents?

Claude via the Anthropic API, running on a conversational-agent platform for voice and text and integrated with the agency's systems inside an auditable environment.

What results did the visa agency achieve?

84% of visa applicant questions resolved instantly, passport and travel issues handled at human-level resolution, and consistent answers for an agency serving more than 10 million citizens and travelers a year.

How long did the immigration AI agents take to deploy?

A few months from kickoff to full deployment, rolled out in stages by inquiry type, with first meaningful results in two to four months.

Who are AI inquiry agents for public services best for?

Government agencies and large regulated service organizations with high-volume, rules-based public inquiries, such as immigration, tax, licensing, social services and national carriers.

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