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AI voice agents on AWS

AI voice agents that talk, act and close the loop.

VoxSphere picks up support calls and runs outbound campaigns in Hindi and English, inside your own AWS account.

VoxSphereLive call0:48Inbound · SupportHindi + EnglishCALLERHindiMeri EMI ka payment fail ho gaya.VOICE AGENTHindiMain abhi check karti hoon. Aapki EMI₹4,250 hai, link SMS par bhej doon?CALLEREnglishYes, please send it.AGENT ACTIONSAccount verifiedLast 4 digits matchedget_emi_status()Due 5 Nov · ₹4,250 · unpaidPayment link sentSMS to registered mobileResolved · no hand-off needed

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Answers drawn from your own knowledge
Real-time
Every call picked up, no queue
24/7
Inbound support and outbound campaigns
Two-way
Hindi and English, with more on the modular pipeline
Multilingual

Who does what

We build it. It talks. You set the rules.

Our engineers stand VoxSphere up and wire it into your systems. The agents handle the conversations, and your business users shape how they behave.

01

Comprinno delivers

Our team deploys VoxSphere in your AWS account and sets up the integrations, agent workflows and rollout included in your engagement.

02

VoxSphere runs the conversations

The platform handles real-time calls, grounds answers in your knowledge, escalates when needed and captures post-call analytics.

03

Your team sets the rules

Business users configure personas, workflows and negotiation boundaries, manage knowledge documents and review call analytics.

Agentic capabilities

Agents that act, not just answer.

Scripted bots answer questions. VoxSphere agents negotiate, retry, escalate and drive multistep workflows toward an outcome.

Workflow orchestration

Multistep conversation flows with conditional branching, tool calls, automated escalation and agent handover, from first contact through resolution.

Context-aware negotiation

Agents adapt tone, offers and strategy in real time, based on conversation signals and customer history.

Smart nudges

Timely prompts that guide outcomes, such as payment commitments, confirmations and upsells.

Retry optimization

Works out the best retry timing, channel and approach from earlier interaction outcomes.

Automated outbound workflows

Scheduling, sequencing and follow-up for outbound campaigns at scale.

Human-in-the-loop

Escalation to a human agent with full context, plus configurable review checkpoints.

Guardrails and audit trail

Compliance boundaries enforced in real time, with every agent decision logged for governance.

Evaluation framework

Conversation scoring, A/B tests across personas and scripts, and drift detection for continuous improvement.

Also includedPost-call analyticsKeyword extractionVoice persona and brand identitySmart interruption handlingAutomated document ingestionBusiness dashboards

Inside VoxSphere

Built for real calls, end to end on AWS.

A serverless platform that scales from a single call to hundreds of concurrent calls, with telephony-grade latency.

01 · Dashboards and analytics

See how every call performs.

  • Business dashboards for call volume, latency and quality
  • Post-call analytics with summaries and keyword extraction
  • Every conversation turn, tool call and agent decision logged to Amazon CloudWatch
VoxSphereDashboardLast 7 daysSupportCollectionsOutboundCall volumeResponse latencyVoice-to-voice, per turnQualityCallscoreLogged to Amazon CloudWatchTurn 6Caller asks to move EMI dateToolupdate_due_date()Turn 7Agent confirms new datePOST-CALL SUMMARYEMI date moved to 12 DecCustomer confirmed. Reminder scheduled.KEYWORDSEMIreschedulesalary dateSentimentOutcomeResolved by agent

02 · Two voice pipelines

Pick the pipeline that fits the call.

  • Unified speech-to-speech: Amazon Nova Sonic 2 listens, reasons and speaks in one bidirectional stream, in Hindi and English
  • Modular pipeline: Deepgram Nova-3, Amazon Nova 2 Lite and ElevenLabs Flash 3 as separate stages, for more languages and mid-call language switching
  • Both share the same knowledge base, tools, memory, guardrails and configuration
VoxSpherePipelinesSame AWS foundationA · UNIFIED SPEECH-TO-SPEECHCallerAudio in / outAmazon Nova Sonic 2Listens, reasons, speaksOne bidirectional streamHindi and EnglishB · MODULAR PIPELINEDeepgram Nova-3Speech to textAmazon Nova 2 LiteReasoningElevenLabs Flash 3Text to speechMore languages·Mid-call language switchingहिंदीEnglishSHARED BY BOTH PIPELINESKnowledge baseToolsMemoryGuardrails

03 · Self-service configuration

Launch new use cases without rebuilding.

  • Configure agent personas, workflows and negotiation boundaries
  • Upload knowledge documents; ingestion keeps answers current
  • Natural turn-taking with barge-in handling and filler-word filtering
VoxSphereAgent setupDraft · not livePERSONAAsha · CollectionsHindiEnglishPolite, firmWORKFLOWGreetVerifyNegotiateConfirmNEGOTIATION BOUNDARIESInstalments offeredUp to 3Late-fee waiverNeeds approvalTURN-TAKINGBarge-in handlingFiller-word filteringKNOWLEDGE DOCUMENTSCollections policy v2.pdfIngestedEMI and charges FAQ.docxIngestingHindi call scripts.docxQueued+ Upload document

Built on

Amazon Bedrock AgentCore RuntimeAmazon BedrockAmazon Bedrock Knowledge BasesAmazon Nova Sonic 2Amazon Nova 2 LiteAmazon ECS (Fargate)Amazon ECRElastic Load BalancingAmazon S3AWS LambdaAmazon DynamoDBAWS KMSAmazon CloudWatchDeepgram Nova-3 (AWS Marketplace)

Engagement and rollout

From use case to live calls.

Start with the calls you want to automate. Define the scope, deploy in your account and roll out with measures you agree up front.

  1. Assess

    Review your use case, call types, volumes, languages and the systems agents need to reach.

  2. Agree

    Define scope, integrations, guardrails, escalation paths, access and success measures.

  3. Deploy and configure

    Deploy in your AWS account, connect telephony and business systems, load knowledge and set up personas.

  4. Go live and improve

    Launch on agreed call flows, then use scoring, A/B tests and post-call analytics to keep improving.

Built by the team that deploys it.

The AI and cloud engineers who designed VoxSphere on AWS are the ones who roll it out for you. You know from day one who answers when something needs attention.

Got more call types in mind? Add them as new use cases once the first one is live.

Security and control

Your account. Your data. Your rules.

Calls, transcripts and knowledge never leave your AWS account. You decide what our engineers can reach and which changes need your sign-off.

Hosted in your AWS account

The whole platform runs inside your own AWS account, so your data stays in your environment.

Isolated and encrypted

Each business unit or tenant keeps its documents and knowledge separate, and data is encrypted at rest with AWS KMS.

PII handling

Personal information in calls and transcripts is handled with dedicated safeguards.

Guardrails and full observability

Compliance boundaries are enforced in real time, and every turn, tool call and decision is logged.

Customer engagements

Where VoxSphere is in use.

Teams already putting VoxSphere on the phone, from live production to early pilots.

In production

Vomyra AI Solutions

AI-powered real-time voicebot platform

Generative AI · Ongoing
Proof of concept

Zealopia

Voicebot for mental health

Generative AI · Ongoing

What teams aim for

  • Lower cost per interaction on high-volume, repetitive calls
  • 24/7 availability with instant answers and no wait
  • A consistent experience, without variation between agents and shifts
  • Structured post-call intelligence for better decisions

Before you pick up the phone.

What buyers usually ask about voice agents, languages and data.

What is VoxSphere?

VoxSphere is a platform for real-time, multilingual AI voice agents. It runs serverless in your AWS account, grounds answers in your own knowledge and handles post-sales support and outbound calls.

What does Comprinno do in a VoxSphere engagement?

Comprinno deploys VoxSphere in your AWS account and sets up the integrations, agent workflows and rollout included in your engagement. Support and escalation paths are agreed up front.

Can it handle both inbound and outbound calls?

Yes. Agents handle inbound post-sales support and run outbound campaigns with scheduling, sequencing, follow-up and retry optimization.

Which languages does it support?

The unified speech-to-speech pipeline supports Hindi and English. The modular pipeline adds more languages and mid-call language switching.

Where do the answers come from?

From the knowledge documents you upload, through Amazon Bedrock Knowledge Bases. Automated ingestion keeps answers current as documents change.

What happens when a call needs a person?

The agent escalates to a human agent with the full conversation context. You can also configure review checkpoints.

Where is my data stored, and who can access it?

In your own AWS account. Data is isolated per business unit or tenant and encrypted at rest with AWS KMS. The access Comprinno needs is defined as part of the engagement.

How are platform, service and AWS charges handled?

Platform and Comprinno service fees are defined in your engagement. AWS usage runs in your account and is billed by AWS at its standard rates.

Let's talk

Ready to put an AI voice agent on your next call?

Bring one call type you want off your team's plate. We'll show you what an agent would sound like on it.

  1. Step 130-minute use case review
  2. Step 2Scope, integrations and guardrails agreed
  3. Step 3Deployment in your AWS account