When millions of citizens need answers, service quality becomes infrastructure.
Public institutions face a different scale of customer service: high volumes, many service types, sensitive cases, multilingual populations and a low tolerance for unclear information. Mikaka helps automate approved citizen-service workflows while making recurring service friction visible to decision makers.
The challenge is not simply answering more calls
Citizens do not know where to start
Complex services create repeat questions around requirements, status, eligibility, payments and next steps.
Escalation loses context
Citizens repeat the same story across channels because the handover between automation and human support is weak.
Policy teams miss the operating signal
Millions of interactions can reveal which service journeys are confusing, failing or excluding people — if they are structured.
What Mikaka can support for public institutions
Citizen interactions are a live map of where public services are working — and where they are not.
A repeated question can signal unclear communication. A repeated failure can signal a broken process. A cluster of complaints in one location can signal an access issue. Mikaka turns those interactions into structured evidence for service improvement rather than leaving them buried in call logs.
Questions public-sector teams ask
Can AI be limited to approved government information?
Yes. Workflows should use controlled knowledge sources and explicit tool permissions rather than unrestricted generation.
Can sensitive cases be sent to humans?
Yes. Escalation rules can be designed around case type, urgency, confidence, complaint status or other operational thresholds.
Can Mikaka support very large volumes?
The platform architecture is designed around scalable automated interaction workflows, with deployment capacity and concurrency sized to the institution's specific service requirements.