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Blue Machines

Public-service AI. Clear answers. Accountable action.

State programmes, admissions, welfare schemes and helplines — with local-language support and deployment options scoped to the service’s requirements.

Explore the workflow ↓

From a citizen enquiry to a traceable service request

A conversation becomes a recorded action across your systems, with context carried through every handoff.

Illustrative journey · Studio process view

From a citizen enquiry to a traceable service request

Taylor · Columbus · voice conversation

“Which documents are missing from my application?”

Citizen contactPublished guidanceCase registryOfficer queue

Business goal

Make each service request traceable to an owner

  1. 01Enquiry
  2. 02Case retrieved
  3. 03Checklist checked
  4. 04Officer assigned
  5. 05Reference shared
Exception path

Missing requirement → explain the published checklist

Evidence in Studio

Case reference, document status and responsible officer

Next action

Share the reference and route the unresolved question to its owner.

Agents in this journey

Answer from published guidance and route exceptions to the responsible officer.

Explore Agents

Authorized officers determine eligibility and outcomes. Infrastructure and residency are agreed for each deployment. Product scope and integrations are configured for each engagement.

Published customer story

GCAS · Gujarat · India

Connected statewide admissions support

Phone, web chat, web voice and WhatsApp support grounded in official admissions information. More than 400,000 unique students served as of June 30, 2026.

Published July 2, 2026

Read case study →

Citizen service requests

An illustrative implementation: connect the source records, define permitted actions, and make the next step visible to the team.

  1. 01

    Enquiry

    Identify the service question in the citizen’s preferred supported language.

  2. 02

    Case retrieved

    Retrieve the case reference and current recorded status.

  3. 03

    Checklist checked

    Compare document status with the published checklist and explain missing requirements.

  4. 04

    Officer assigned

    Assign unresolved questions to the responsible officer with the case context.

  5. 05

    Reference shared

    Share the reference and next step so the citizen can follow the request.

Build around the work your team already does.

Government & Sovereign

Admission & counselling supportScheme eligibility enquiriesCitizen helpline overflowApplication status updatesGrievance intake & routingMultilingual outreach campaigns

Make the handoff as clear as the action.

Authorized officers determine eligibility and outcomes. Infrastructure and residency are agreed for each deployment.

Connect the systems of record

Citizen contact · Published guidance · Case registry · Officer queue

Measure the process

Unassigned cases · Repeat enquiries · Time to officer handoff

Agree a baseline, review exceptions, and approve workflow changes before rollout.

Set the deployment boundary

Agree model access, retention and action permissions for the workflow. Hosted, private-cloud and on-premises options are scoped to your requirements.

See AI at work in government & sovereign.

Why sovereign matters here

Deployment boundaries defined upfront

Choose the model-serving and application architecture around the service’s data requirements. Confirm telephony, provider dependencies and operational access before deployment.

Explore Inference Cloud →

Bring us one process. We’ll run it.

Start with a government & sovereign workflow, your source systems and a clear outcome.