OpenAI x INTUMIT

OpenAI powers the intelligence. INTUMIT enables the control.

OpenAI x INTUMIT

Every OpenAI × INTUMIT deployment follows a unified agentic pattern, combining the OpenAI platform with AIAgent Admin Portal to transform frontier intelligence into safe, autonomous agents embedded in real business processes.

The OpenAI Platform forms the central foundation with four core pillars: the Realtime API for voice interaction across WebRTC, WebSocket, and SIP; the Agents SDK enabling function execution, structured outputs, and workflow orchestration; the GPT‑5.5 model family and multimodal capabilities for reasoning, vision, and speech; and OpenAI Codex for software‑engineering agents.

Your Tenant, Your OpenAI
Runs entirely within your cloud tenant with isolated keys, full auditability, and data residency aligned to local regulations, designed to be cloud‑neutral.

GPT 5.5 Grounded in Your Data
Hybrid retrieval across documents, ERP, CRM, and policies ensures GPT‑5.5 reasons on your enterprise knowledge.

OpenAI on Every Channel
Realtime AI delivered across WebRTC, WebSocket, and SIP into phone systems, web, mobile, kiosks, avatars, and leading chat platforms, deployed once and scaled everywhere.

PII‑Safe AI Output
Enterprise level safeguards including DLP, PII protection, prompt‑injection defense, and Responsible AI controls.

Vertical Copilots
Pre‑built, role‑tuned agents for key industries and functions.

Agent Workflow Studio
Visual orchestration built on the Agents SDK and Responses API enables multi‑step workflows, system integration, approvals, and human‑in‑the‑loop control. OpenAI Codex extends into developer workflows, generating and maintaining integrations, connectors, and automation behind every agent.

From Frontier Model Access to Production Level Agentic AI

Together with OpenAI and INTUMIT, we deliver frontier transformation that is fully operationalized in production and repeatable across industries and regions.

OpenAI Platform defines the frontier of general intelligence. The Realtime API delivers sub‑second voice interactions and live translation across WebRTC, WebSocket, and SIP. The Agents SDK, powered by the Responses API, transforms models into code‑first agents that orchestrate tools, handoffs, approvals, and full execution flows. The GPT‑5.5 model family powers every layer, from deep reasoning at scale to efficient workload execution, complemented by multimodal capabilities including transcription, vision, image generation, and embeddings. OpenAI Codex brings software engineering into the same platform, enabling cloud and CLI agents that build, automate, and maintain systems. The capability is unmatched, but raw API access alone is not an enterprise solution.

INTUMIT’s Admin Portal serves as the enterprise control plane that transforms the OpenAI Platform into production level autonomous agents. It enables tenant‑isolated deployment within the customer’s own cloud, grounds intelligence in enterprise data, enforces role‑based access through existing identity systems, and provides full governance and auditability. It also orchestrates interactions across phone, web, mobile, chat, and kiosk channels, with human‑in‑the‑loop oversight applied to every autonomous action.

Realtime API: Voice-to-Voice GenAI

OpenAI’s Realtime API powers natural, sub‑second voice interactions with gpt‑realtime‑2 for voice agents, gpt‑realtime‑translate for live cross‑lingual communication, and gpt‑realtime‑mini for cost‑efficient scale, delivering function execution, multilingual understanding, and real‑time knowledge retrieval across WebRTC, WebSocket, and SIP. INTUMIT brings these capabilities into production across phone systems, kiosks, and avatar experiences at enterprise scale.

Sub-second Latency

Instant, natural voice‑to‑voice interaction with no perceptible delay, delivering conversations that feel truly human.

Native Multilingual Support

Native support across major languages with consistent tone and seamless code‑switching. Real‑time translation enables each participant to speak and hear in their own language.

Voice-Driven Actions

Go beyond conversation with agents that execute tasks, from retrieving knowledge and customer data to scheduling and seamless operator handoff.

Intelligent Intent Recognition

Customers speak naturally while the system understands intent and routes requests dynamically, eliminating rigid IVR flows.

Adaptive, Interruptible Dialogue

Fluid conversations where users can interrupt, correct, or redirect at any time, with agents responding instantly and naturally.

Avatar-Ready Experiences

Power immersive, face‑to‑face interactions with real‑time voice driving lip‑synced avatars across kiosks, signage, and digital environments.

The Full Stack: From Touchpoint to System of Record

The Admin Portal sits between every channel and model, ensuring all voice calls, chats, and queries pass through enterprise governance before reaching OpenAI, and every response is audited before reaching the customer.

What OpenAI Brings: Frontier Intelligence

Realtime API

Native voice-to-voice with sub-second latency over WebRTC, WebSocket, and SIP. Plus gpt-realtime-translate for live cross-lingual conversation and gpt-realtime-mini for high-volume scale. The single biggest unlock for IVR, kiosks, and voicebots since the smartphone.

Agents SDK & Responses API

The Agents SDK on top of the Responses API turns models that don’t just answer into agents that act: call APIs, query databases, hand off between subagents, request approvals, use Computer Use, run inside containers, with built-in tracing and structured-output guarantees. The foundation of agentic workflows.

GPT-5.5 Model Family

GPT-5.5 for the hardest reasoning over financial analysis, legal review, regulatory compliance, multi-step planning. GPT-5.4 as the cost-efficient tier for everyday coding and professional work. GPT-5.4 mini for subagents and Computer Use at scale. Multimodal across text, image, audio, and documents.

OpenAI Codex

OpenAI Codex is the agentic software-engineering pillar of the platform with cloud-based and CLI/IDE-resident agents that read, write, refactor, and review code inside containers. Inside the Admin Portal, Codex builds and maintains the integrations, RPA scripts, connectors, and copilot logic behind every agent.

Structured Outputs & Function Calling

Schema-enforced JSON responses make OpenAI models safe to integrate with downstream systems. No fragile string parsing, no malformed payloads in production. Function calling and structured outputs are native to the Responses API and the Agents SDK.

Speech, Vision & Embeddings

GPT-4o Transcribe, GPT-4o mini Transcribe, and gpt-realtime-whisper deliver industry-leading speech-to-text in 50+ languages. GPT-4o mini TTS handles speech generation. GPT Image 2 covers image generation, and best-in-class embedding models power semantic search and retrieval-augmented generation.

Enterprise Infrastructure by INTUMIT

Multilingual Semantic Search (RAG)

Cross-language retrieval across documents, FAQs, and enterprise systems using hybrid search, proven at scale across multiple deployments.

Multi-Channel Orchestration

One platform across every channel, including phone (CTI/SIP), Teams, LINE, WhatsApp, web, kiosks, and signage.

Governance, Audit & DLP

Full visibility and control with auditable prompts, PII protection, role-based access, and enterprise-level security standards.

Role-Based Internal Copilots

Pre-built assistants for HR, IT, Finance, Legal, Operations, and Sales, each aligned to function, data, and permissions.

Avatar, TTS & STT Pipeline

End-to-end voice and avatar experiences with branded speech, multilingual support, and production-ready deployment.

Seamless Operator Handoff

Effortless escalation from AI to human with full conversation context, ensuring continuity and no repeated customer input.

OpenAI × INTUMIT Drives AI Transformation

Enrich Employee Experiences
Role‑based agents for HR, IT, Finance, Legal, Audit, and Operations, grounded in enterprise data and governed by your identity systems. Employees interact naturally while GPT‑5.5 retrieves, reasons, and acts.

Reinvent Customer Engagement
Realtime AI across every channel including phone, web, mobile, kiosks, avatars, and major messaging platforms. Customers express intent naturally as agents resolve or escalate seamlessly with full context.

Transform Business Processes
Move from answers to action. GPT‑5.5 executes workflows across ERP, CRM, and core systems with structured outputs and human‑in‑the‑loop control, automating complex processes end to end.

Accelerate Innovation
Unlock entirely new AI experiences from real‑time voice IVR to multilingual avatars and Codex‑driven agent development.