Client portfolio · Production AI

AI systems that win client trust

Explore how HAMONK-AI delivers AI agents, voice telecalling, omnichannel bots, RAG chatbots, automations, and CRM builds — for businesses that need production outcomes, not prototypes.

10+

Service lines

8+

Channels automated

100%

Production focus

End-to-end

Delivery model

What we build

Representative client engagements

Sample delivery patterns across agents, voice AI, omnichannel bots, multi-agent systems, CRM, and fine-tuning — structured the way we ship for real businesses.

Voice AI

Outbound telecalling agent

Sales team · lead qualification

Human-sounding voice agent that dials leads, qualifies interest, books appointments, and logs every call with a summary and recording — warm-transferring hot leads to closers in real time.

TwilioReal-time STT/TTSLLM orchestrationCRM sync
  • Every lead called back within minutes
  • Call summaries and outcomes logged automatically
  • Warm transfer to humans for qualified leads
Omnichannel Bots

One brain across every channel

D2C brand · customer engagement

A single AI brain deployed on WhatsApp, Instagram, Facebook Messenger, and the web — shared memory and conversation history, so customers never repeat themselves across channels.

WhatsApp APIInstagram DMsMessengerUnified memory
  • Instant replies on every channel, 24/7
  • Context follows the customer across platforms
  • Human takeover with full conversation history
RAG Chatbot

RAG support agent

Corporate · customer experience

Conversational agent trained on product docs and tickets — grounded answers with citations, confidence thresholds, analytics, and clean escalation to human agents.

OpenAILangChainVector DBNext.js
  • Instant answers from verified knowledge base
  • Lead qualification and support triage
  • Escalation path to human agents
Multi-Agent System

Multi-agent operations team

Enterprise · back office

Orchestrated specialist agents — intake, extraction, validation, and reporting — processing documents and approvals with shared state, audit trails, and human checkpoints.

LangGraphPythonPostgreSQLObservability
  • Manual document handling removed from core flow
  • Every agent decision traced and auditable
  • Human-in-the-loop checkpoints where it matters
CRM & Automation

CRM with AI follow-up engine

Mid-market · revenue ops

Custom CRM with AI lead scoring and auto-drafted follow-ups — two-way sync with bots, voice agents, and forms so every conversation lands on the right record automatically.

Node.jsn8nWebhooksMongoDB
  • Every lead, call, and chat in one timeline
  • AI-drafted follow-ups sent at the right moment
  • Zero duplicate data entry across tools
LLM Fine-Tuning

Fine-tuned domain model

Enterprise · private AI

Domain-specific LLM fine-tuned on curated internal data — evaluated against custom benchmarks and deployed privately with strict data boundaries.

LoRA / QLoRAEval harnessPrivate cloudvLLM
  • Model speaks the company's exact terminology
  • Benchmarked accuracy gains over base model
  • Fully private deployment — data never leaves

Engagements are tailored to your stack and goals. Tell us about your project for a scoped proposal.

Full capability map

Everything we deliver

One company for the full AI stack — agents, voice, channels, automation, models, and product.

Custom AI AgentsMulti-Agent SystemsRAG ChatbotsVoice AI & TelecallingWhatsApp / Instagram / Facebook BotsCustom AutomationsLLM Fine-TuningCRM DevelopmentSystems IntegrationFull-Stack Products

How we deliver

From discovery to production

A clear, client-friendly process — designed for startups that need speed and corporates that need control.

01

Discover

We map your workflows, find the pain points, and quantify where AI creates real leverage.

02

Design

Architecture, agent design, integrations, and a delivery plan you can hold us to.

03

Build

Iterative development with visible milestones and working demos — not black-box delivery.

04

Ship & Scale

Production cutover, monitoring, and continuous improvement as your usage grows.

Ready to add your project to the portfolio?

Whether you need automation, a chatbot, integrations, or a full digital platform — tell us your goals and we'll scope a production-ready path.