Solutions

Agentic AI across every customer conversation.

We aren't a one-year-old AI startup retrofitting a chatbot into a contact centre. Graia is built by people who have spent decades inside enterprise contact centres - running operations, integrating Genesys, NICE, Avaya and Five9, and deploying the earliest generations of conversational AI in production. Deep CX and CCaaS expertise comes first; AI is the layer we add on top, where it genuinely moves the numbers.

Conversational Agent

A digital teammate that actually gets the job done.

Graia's Conversational Agent is an LLM‑based execution engine that understands intent, takes action through your systems of record, and escalates to a human the moment it should.

  • Voice, chat and email - natively, in one workflow
  • Hybrid flows combine LLM reasoning with deterministic logic
  • RAG knowledge base grounds answers in your truth, not the open internet
  • Actionable integrations: refund a charge, schedule a delivery, update an account
Graia conversational agent handling a customer chat with live task info, customer data and interaction history
Core capabilities

An action‑oriented agent - not a Q&A chatbot.

LLM‑based execution engine

Instruct the bot in plain English. The agent reasons over the conversation, decides what to ask, what to retrieve, and what action to call next - across multi‑step tasks.

Knowledge base with hybrid search (RAG)

Combine semantic and keyword retrieval over your FAQs, policy docs and troubleshooting guides. Responses are factual and grounded - hallucinations are minimised.

Actionable integrations

Call any HTTP endpoint. Pull live data from your CRM, ERP or ticketing system, then execute a refund, a callback, or an account update on the customer's behalf.

Hybrid flows

Pin the high‑stakes parts. Use deterministic switch, set‑data and send‑message nodes alongside the LLM agent - so compliance is enforced and the workflow is auditable.

Agentic swarm (multi‑agent)

Decompose hard problems with a planner → executor pattern, or layer mixture‑of‑agents for draft → review → final outputs. Each agent has scoped tools and guardrails.

Guardrails & control

Built‑in defences for prompt injection, toxicity filtering and PII redaction. Your data is never used to train foundation models.

Available in every channel

Webchat, WhatsApp, Facebook Messenger, SMS, Voice and Email - including agent‑review email draft mode for delicate replies.

Bot quality management

Conversation‑level insights, success criteria, model uncertainty visualisation and a built‑in simulator so you can test changes before they hit production.

Impact

The outcomes that move the business.

What enterprise CX, ops and tech leaders actually measure - and what Graia changes.

01Containment

Resolve 60–80% of routine inquiries autonomously

Real, multi‑turn resolutions across voice, chat and email - not deflection metrics.

02Productivity

Free agents for high‑value, high‑empathy work

Routine tasks evaporate. The remaining conversations are exactly the ones humans should own.

03Time to value

Ship and tune in days, not quarters

Instruct in plain English, simulate, deploy. A/B test with the sampling node and roll out at your pace.

04Compliance

Enterprise‑grade trust

Hybrid flows enforce compliance scripts verbatim. Audit‑ready transcripts and full guardrails are on by default.

See the Conversational Agent in your contact center.

We'll bring a tailored demo grounded in your knowledge base, your systems, and your top call drivers.