AI agents · Workflow automation · LLM integration

AI agents that do real work inside your business.

We do not sell chatbot demos. We run FMK Group on FAOS, our own multi-agent operating system, and bring the same architecture to clients: agents with clear roles and memory boundaries, connected to your tools, with human approval where it matters, cost controls, and logs of every decision.

Discuss your project What's included

Work done while you sleep

Agents that handle enquiries, reports, content drafts and data entry around the clock.

Lower cost per task

Repetitive knowledge work automated instead of adding headcount.

Controlled and auditable

Approval gates, rate limits and full logs — AI you can trust in production.

Who it's for

Teams drowning in repetitive emails, messages, reports or data entry
Content and marketing teams wanting a production pipeline, not one-off prompts
Customer support and sales teams needing 24/7 first response
Leaders who want an AI strategy that ships, not a slide deck

You probably need this if…

Your team answers the same customer questions hundreds of times a week
Reports are compiled by hand from several systems every month
You tried ChatGPT but it never became part of a real workflow
You worry about data leaks, hallucinations and runaway API costs

Capabilities

What's included in AI & Agentic AI

Pick only what you need — or let us combine them into one roadmap.

Agentic systems

Multi-agent orchestration with role-based memory
Tool-using agents connected to your apps
Human-in-the-loop approvals
Agent monitoring, logs & evaluation
Local / private model fallbacks

Process

How we deliver

Opportunity audit

We find the tasks where automation saves the most time with the least risk.

Agent design

Roles, tools, memory, approval points and success metrics defined per agent.

Pilot

One workflow automated end-to-end and measured against the manual baseline.

Integrate & harden

Connected to your systems with guardrails, logging and cost limits.

Scale

More workflows and agents rolled out, with continuous evaluation.

Tools & stack

Built with proven tools

ClaudeOpenAIGeminiLocal LLMs (Gemma)LangGraphn8nSupabase pgvectorQdrantPythonTypeScript

Ways to work with us

AI opportunity audit

A short engagement mapping your highest-ROI automation opportunities.

Pilot automation

One workflow automated and measured, fixed scope.

Managed AI ops

Ongoing operation, monitoring and expansion of your agents.

FAQ

AI & Agentic AI — common questions

Is our data safe with AI?

We design for least access: agents only see what their role needs, secrets never sit in prompts, and sensitive workloads can run on private or local models.

What if the AI makes a mistake?

High-impact actions go through human approval, outputs are checked against evaluation sets, and every action is logged so it can be reviewed and corrected.

Does it work in Bangla?

Yes. Modern models handle Bangla and English well, and we test responses in both languages before going live.

How do you control AI costs?

Token budgets, caching, smaller models for simple steps and rate limits per agent — costs are tracked per workflow.

Works well with

Free consultation

Let's talk about your AI & Agentic AI project

Share a few details — we'll come back with honest advice, a rough scope and next steps.

Reply from a real strategist, not a bot
Clear scope, timeline and price before any work
Bangla or English — your choice

thefmkagency@gmail.com 01913-949066

AI Automation & Agentic AI Systems — free consultationGet started

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