CONVERSATIONAL DESIGN • NLU • VOICE • LLM • MULTILINGUAL

Chatbots and Virtual Assistants that Understand Users and Drive Outcomes.

We design, build and operate conversational AI for customer service, sales, HR and operations — from intent design and NLU to voice IVR, LLM augmentation and analytics, with Arabic and English support for UAE and WORLDWIDE organisations.

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Projects Delivered

180+

Avg. Deflection Rate

30–50%

Languages

Arabic • English • Multilingual

Conversational Outcomes Useful, reliable, measurable

Primary Focus

Understanding • Resolution

Intent accuracy & task completion

Approach

Design → Train → Operate

Human-in-the-loop & analytics

Capabilities

Intent Design NLU & Dialog Voice & IVR LLM Augmentation

We combine UX, linguistics and engineering to deliver chatbots that reduce friction and scale support with measurable SLAs. Conversation‑First

Overview

Practical chatbot development focused on outcomes and trust.

We deliver production-ready conversational systems: clear intent taxonomies, robust NLU, dialog management, fallback strategies and analytics to measure success and continuously improve performance.

Engagements include discovery and use-case prioritisation, conversation design, NLU training, LLM integration where appropriate, voice/IVR builds, backend integrations, security reviews and ongoing monitoring with human escalation paths.

Conversational Design

User journeys, persona mapping and microcopy to make interactions natural and goal-oriented.

NLU & Intent Engineering

Intent taxonomy, entity extraction, slot-filling and training pipelines to maximise accuracy across languages.

LLM Augmentation

Controlled use of large models for summarisation, rewriting, knowledge retrieval and fallback, with guardrails and prompt engineering.

Voice & IVR

IVR design, speech-to-text, text-to-speech, call flows and carrier integrations for multilingual voice experiences.

Core Services

Chatbot development services we provide.

From strategy and design to deployment and operations—practical conversational AI for customer service, sales, HR and internal automation across the UAE and WORLDWIDE.

UAE • USA • UK • AUS • CA

Strategy & Use-Case Discovery

Prioritise conversational opportunities, estimate ROI and define success metrics and SLAs for pilot and scale phases.

Use-case prioritisation
ROI & KPI definition
Pilot & scale roadmap

Conversational Design & UX

Design flows, microcopy and fallback strategies that reduce friction and guide users to completion.

Journey mapping
Persona-driven scripts
Fallback & escalation design

NLU, Intent & Dialog Engineering

Intent modelling, entity extraction, slot management and dialog orchestration with continuous training pipelines.

Intent taxonomy & training
Entity extraction & slot filling
Dialog state management

LLM Augmentation & Retrieval

Use LLMs for summarisation, knowledge retrieval and controlled generation with retrieval-augmented prompts and safety controls.

RAG & knowledge connectors
Prompt engineering & guardrails
Hallucination mitigation strategies

Voice Assistants & IVR

Design and deploy multilingual voice experiences with STT/TTS, call routing and carrier integrations for contact centres.

IVR flow design
Speech recognition & TTS
Carrier & contact centre integration

Backend Integrations & Automation

Connect chatbots to CRMs, ticketing, knowledge bases and enterprise APIs to complete tasks and surface personalised responses.

CRM & ticketing integration
Knowledge base connectors
Workflow automation & webhooks

Multilingual & Arabic Support

Design and train NLU for Arabic dialects and English, including transliteration, right-to-left UI considerations and cultural localisation.

Dialect-aware NLU
RTL UI & copy localisation
Multilingual testing & QA

Analytics, Monitoring & Human-in-the-Loop

Conversation analytics, intent accuracy dashboards, escalation workflows and human review loops to continuously improve performance.

Intent accuracy & funnel metrics
Human review & annotation tools
Operational runbooks & SLAs

Security, Privacy & Compliance

Data minimisation, encryption, PII handling, consent flows and regional data residency options to meet regulatory needs.

PII detection & redaction
Encryption & secure storage
Data residency & compliance guidance

Tools & Platforms

Conversational platforms and tooling we use.

We choose platforms to match scale, control and integration needs: from open-source frameworks to managed cloud services and LLM providers, always with an emphasis on observability and governance.

Platform choices are pragmatic and tailored to your environment: Rasa, Dialogflow, Microsoft Bot Framework, Twilio, Genesys, and controlled LLM integrations for knowledge and summarisation tasks.

Conversational Engines

Rasa Dialogflow Microsoft Bot Framework

Voice & Telephony

Twilio Genesys Amazon Connect

LLM & Retrieval

RAG / Vector DBs Open-source & managed LLMs Weaviate / Pinecone

Analytics & Ops

Conversation Analytics Annotation Tools PagerDuty / Opsgenie

Why Choose Us

Conversational partners who deliver measurable automation and better experiences.

We combine UX, linguistics and engineering to build chatbots that reduce cost, improve response times and increase customer satisfaction—while keeping control, privacy and auditability front of mind.

Our team works with product, contact centre and IT stakeholders to ensure chatbots are safe, effective and integrated into existing operations.

Outcome-Oriented

We prioritise metrics that matter: containment, completion rate and customer satisfaction.

Engineering-Led

Robust training pipelines, CI/CD for models and monitored production deployments reduce regressions and downtime.

Localisation & Arabic Expertise

Dialect-aware design and localisation to ensure natural interactions for UAE and WORLDWIDE users.

Operational Support

SLA-backed support, human escalation workflows and continuous improvement programs to keep assistants effective.

EMIRATES SOFT

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