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5 offerings

AI & Intelligent Automation

Autonomous AI agents and automations that work across your support, operations, sales and finance — grounded in your data, with humans kept in the loop.

24/7
always-on agents
RAG
grounded in your data
HITL
human-in-the-loop
xtre.io/services/ai-agents
What's included
5 offerings in this practice
AI Agents as a Service
Business Process Automation
AI Chatbots & Virtual Assistants
Generative AI Solutions
AI Integration Services
24/7
always-on agents
RAG
grounded in your data
HITL
human-in-the-loop
Overview

Agents that close tickets, not just open them

Key takeaways
  • AI & Intelligent Automation — Agents that close tickets, not just open them.
  • Core offerings include AI Agents as a Service, Business Process Automation, AI Chatbots & Virtual Assistants.
  • Senior-only, fixed-scope delivery — and you own 100% of the intellectual property.
  • Delivered remotely across the UAE and India, in your time zone.

Artificial intelligence is only valuable when it does real work inside your business — not when it produces a clever demo that never ships. XTRE builds production-grade AI agents and automations that plug into the systems you already run: your CRM, ERP, help desk, data warehouse, documents and inbox. Every agent is grounded in your own knowledge through retrieval-augmented generation (RAG), so its answers and actions are based on your data and your rules — not a model’s best guess.

We design AI the way we design any other critical system: with guardrails. That means human-in-the-loop approval for sensitive actions, full audit logging of every decision an agent makes, role-based permissions on the tools it can call, and graceful fallbacks for when the model is unsure. The result is automation your team can genuinely trust to touch customers, money and day-to-day operations — because it is observable, explainable and reversible.

Whether you need a single support copilot or a fleet of specialised agents that hand work between each other, we own the full lifecycle: discovery, prompt and tool design, evaluation against real test sets, deployment into your environment, and ongoing tuning as your business changes. You keep control, you own the intellectual property, and we keep improving the system long after launch instead of disappearing once it goes live.

Talk to an engineer about ai

What's included in
this practice.

01
AI Agents as a Service

Custom agents for support, ops, sales, HR, finance.

02
Business Process Automation

Workflows, bots, APIs and integrations.

03
AI Chatbots & Virtual Assistants

Web, WhatsApp, CRM and internal tools.

04
Generative AI Solutions

Document intelligence, copilots, content.

05
AI Integration Services

Claude, GPT, Gemini, Llama into your stack.

What makes our
delivery different.

Multi-agent orchestration

Chains of specialized agents that hand off context without dropping the thread.

RAG & knowledge bases

Ground every response in your proprietary data — not hallucinations.

Human-in-the-loop

Escalation paths and approval gates built into every workflow.

Audit-ready logging

Every agent action is logged, traceable, and explainable.

Omnichannel deployment

Web, WhatsApp, Slack, Teams, CRM — one agent, many surfaces.

Continuous learning

Agents improve with feedback loops and retraining pipelines.

Common use cases

Where ai delivers
the most value.

A few of the ways teams put AI & Intelligent Automation to work with XTRE. Yours not listed? It probably still fits — tell us your challenge.

Customer support automation

Agents that resolve common tickets end to end, draft replies for human review, and escalate genuine edge cases with full context attached.

Back-office operations

Automate invoice processing, data entry, reconciliation and recurring reporting across your finance and operations tools.

Sales & revenue

Lead qualification, CRM hygiene, meeting prep and re-engagement of dormant accounts — handled automatically and logged.

Internal knowledge copilots

A private assistant that answers staff questions from your documents, policies and systems, with citations they can verify.

How a typical
engagement runs.

Every engagement starts with discovery — we never write a line of code before we understand the problem.

1
Wk 1–2
Discovery & scoping
Deep-dive into your systems, goals, and constraints
2
Wk 2–4
Architecture & design
Technical blueprint + UI prototypes before any build
3
Wk 4–12
Iterative delivery
Weekly sprint demos with real production code
4
Wk 12+
Launch & operate
Go-live + 30-day hypercare + optional AMC
Typical investment
Custom

Subscription or fixed-scope — quoted after a free discovery call.

Get a custom quote
What's always included
Dedicated senior engineer lead
Weekly demo calls
Shared project dashboard
IP fully in your name
30-day post-launch hypercare
Service FAQ

AI & Intelligent Automation — frequently asked questions

An AI agent is software that understands a goal, reasons about the steps to reach it, uses tools and APIs to take action, and checks its own work — not just a chatbot that replies with text. We build agents that read from and write to your systems within clear, permissioned boundaries, with a human approving anything sensitive.

We are model-agnostic. We commonly build on Anthropic Claude, OpenAI GPT and Google Gemini, choosing the best fit for accuracy, cost and latency on each task — and we can run open models such as Llama where data residency or budget requires it.

We ground responses in your data with RAG, constrain which tools an agent is allowed to call, add human-in-the-loop approval for high-impact actions, and continuously evaluate outputs against curated test sets — so quality is measured and monitored, not assumed.

Yes. Your data stays within your approved environment, access is role-based and fully logged, and we can deploy inside your own cloud account. We never train public models on your proprietary data.

A focused agent can be in production in a few weeks. We start with one high-value workflow, prove it works and is trusted, then expand from there — so you see real value early rather than waiting for a big-bang launch.

Ready to start with
AI?

Senior partner on the first call. Response within 24 hours. No commitment required.

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