What is Vivik in technical terms?

Vivik is a voice-native conversational stack that terminates phone calls into durable JSON payloads validated against your schema, emits signed webhook payloads, retries idempotent API writes, emits structured transcripts, and aligns with multilingual speech policies configurable per tenant.

How does Vivik expose developer surfaces?

Operators configure intents, confirmations, multilingual lexicons, failover routing, escalation policies, and downstream HTTP verbs (POST/PATCH). Engineers integrate via REST gateways, webhook secrets, JWT-based service accounts where applicable, and observability exporters compatible with OTLP-aligned pipelines.

What APIs and payloads does Vivik generate?

Each completed dialog yields structured payloads (e.g., reservation objects with timestamps, locales, caller metadata) plus HTTP status traces. Systems can ingest into CRMs such as Salesforce, LeadSquared, or Zoho CRM, PMS platforms like Oracle OPERA or Hotelogix, healthcare systems like TIMIFY or Practo Ray, and real estate tools like Sell.do, instantly updating your single source of truth.

Is Vivik resilient for enterprise SLAs?

Architectures prioritize redundant speech endpoints, jitter-buffered RTP handling where carriers allow, circuit breakers on downstream integrations, backoff strategies, deterministic replay caches, anomaly alerts, and geographically aware routing, all instrumented against SLO dashboards.

How fast can we pilot Vivik?

Most pilots progress from signed onboarding to routed numbers within 72 hours once API contracts and authentication flows stabilize. Faster tracks exist where tenants already expose booking APIs documented with OpenAPI and synthetic traffic harnesses.

Project dossier

Vivik: Voice AI orchestration for transactional enterprise workloads

Vivik embodies Bajpai Labs' obsession with bridging conversational surfaces and deterministic infrastructure, turning stochastic speech decoding into audited, schema-bound actions that hydrate CRMs, calendars, hospitality PMS systems, real estate lead capture, medical intake flows, and service economy dispatchers. We deliver the intelligence layer between a phone call and your enterprise single source of truth.

Autonomous conversational agents
Stateful dialogue managers with multilingual coverage, hallucination clamps, escalation routing, jitter-aware telephony ingestion, observability breadcrumbs, replay-friendly transcripts.
Speech → structured ontology
Calibration loops map spoken slots to validated JSON payloads with locale-aware parsers, deterministic confirmation gates, anomaly surfacing before HTTP emission.
Workflow execution & webhook mesh
Composable POST/PATCH choreography, hashed webhook secrets, idempotent retries with exponential backoff, compatible with Zapier substitutes, Temporal-style orchestrators where clients demand them.
Developer-first AI infrastructure
Sandbox harnesses mirror production speech policies; OpenAPI-friendly contracts shorten integration timelines; OTLP-aligned traces export to Grafana, Honeycomb-compatible sinks, Elastic stacks.

Systems manifesto

Research-grade AI engineering rejects ornamental chat wrappers. Vivik embraces evaluation harnesses, shadow traffic canaries, policy-as-code guardrails, and regression suites that scrutinize multilingual misalignment before production traffic observes them, positioning Bajpai Labs as an AI infrastructure nucleus for autonomy, telemetry, orchestration pipelines, quantization-aware backends, quantum-inspired optimizers, and enterprise SLA culture.

Developer FAQ, API & integration depth

Ready to blueprint a pilot?

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Vivik: Voice AI orchestration for transactional enterprise workloads

Capability matrix

Autonomous conversational agents

Speech → structured ontology

Workflow execution & webhook mesh

Developer-first AI infrastructure