Custom LLM & AI Agents
Not a chatbot.
A custom AI that
knows your business.
Custom AI agents trained on your data, aligned to your brand, built to do real work.
Industry Data
70%
of customer support tickets can be fully resolved by a well-trained custom AI agent
What you get
Why It Matters
“Generic chatbots are dead. Custom agents that know your business inside out are what actually move the needle.”
Generic AI chatbots are built for generic questions. They hallucinate details they don't know, frustrate users with irrelevant answers, and erode trust in AI across your organization. Custom AI agents are an entirely different category of tool. Built on your specific data — your documentation, your SOPs, your product knowledge, your historical interactions — they don't just answer questions. They understand context, make decisions, take actions, and handle complex workflows that would otherwise require a trained human employee.
Builder Cog designs and deploys custom AI agents that integrate directly into your existing systems. Your customer support agent connects to your ticketing platform and CRM so it can look up customer records, check order status, and update tickets as it resolves them — not just answer from a static FAQ. Your lead qualification agent connects to your CRM so qualified leads are automatically enriched and routed without a human review step. Your internal knowledge agent connects to your documentation systems so your team gets instant, accurate answers without digging through wikis. Every agent we build is wired into the systems you already use, extending your operations with AI rather than creating a parallel system to manage.
Human-in-the-loop design is non-negotiable in every agent we build. Every agent has defined confidence thresholds that determine when it acts autonomously versus flags a situation for human review. Every agent has explicit escalation paths for sensitive or complex scenarios. Every agent produces a full audit trail of decisions and actions so you always know exactly what your AI is doing and why. You're never flying blind — and neither are your customers.
What's Included
Everything you need,
nothing you don't.
Custom Agent Development
We build autonomous AI agents that can research, reason, make decisions, and take actions — not just answer questions.
Knowledge Base Training
Your AI is trained on your documents, SOPs, product knowledge, and brand voice so it speaks like your business.
Multi-Step Task Execution
Agents that handle complex, multi-step workflows — qualifying leads, answering support tickets, generating proposals.
Human-in-the-Loop Design
We design oversight into every agent — escalation paths, confidence thresholds, and audit trails.
How It Works
A clear process
from day one.
Use Case Definition
We precisely define what the agent needs to do, what decisions it can make autonomously, and when to escalate.
Data & Knowledge Prep
We gather, clean, and structure your business data, documents, and knowledge for the model.
Agent Development
We build, test, and iterate on the agent — evaluating output quality against real business scenarios.
Deploy & Monitor
We deploy with full observability — you can see every decision the agent makes and why.
Who It's For
This is for you if…
What You Get
Concrete deliverables,
not vague promises.
Common Questions
Everything you're
probably wondering.
Get Started
Ready to add Custom LLM & AI Agents
to your business?
Book a free 30-minute strategy call. We'll map out exactly how this integrates into your existing systems and what it would deliver for your business — no pressure, no pitch.
Book a Free Strategy Call