AI agents that
actually replace headcount.
Not chatbots. Not wrappers. Production-grade AI agents that handle lead qualification, customer support, data analysis, and workflow automation — 24/7, zero salaries.
The problem
90% of "AI products" are just a prompt
wrapped in a UI.
An ungrounded LLM will confidently tell your customers wrong information. Without RAG and guardrails, it's a liability, not an asset.
is what naive API usage costs at scale. Without caching, token optimization, and model routing, your AI bill spirals out of control.
Basic chatbots have no persistent memory, no context window management, and no ability to learn from past conversations.
The Cyclobrain edge
Production agents. Not prototypes.
RAG-Grounded Responses
Every agent is grounded in your actual data — docs, product info, SOPs, historical tickets. Vector search + reranking ensures factual, relevant answers.
Tool Calling & Actions
Agents that don't just talk — they book meetings, update CRMs, query databases, send emails, and escalate to humans when needed.
Cost Optimization
Semantic caching, model routing (GPT-4 for complex, Claude Haiku for simple), and token budgets keep your costs predictable.
Observability & Monitoring
Full conversation logging, latency metrics, hallucination scoring, and human-in-the-loop review dashboards. You see everything.
Technical stack
What's under the hood.
GPT-4 / Claude
Foundation Models
LangChain
Orchestration
Pinecone
Vector Store
Python + FastAPI
Backend
Redis
Semantic Cache
Vercel / Railway
Hosting
LangSmith
Observability
Webhook / API
Integrations
Case study
Quorra: Replaced 2 SDRs. Runs 24/7.
Interactions / Month
Headcount Cost
Resolution Rate
"We were paying two SDRs $120K/year combined to qualify inbound leads. Quorra handles 2,400+ interactions per month with a 94% resolution rate. The ROI was obvious within the first month."
David M.
VP Sales, SaaSify
Need an AI agent? Not a chatbot.
Book a free call. We'll assess your use case, estimate token costs, and tell you honestly if AI is the right solution.