What we build
- Sales agents
- Support assistants
- Internal copilots
- Document automation
- Call transcription and analysis
- WhatsApp, Telegram and CRM integration
- Local models with Ollama
- OpenAI, Claude and model integrations
AI agents for business operations
We design AI assistants and agents connected to real workflows: sales, support, operations, analysis, classification, content generation, and automation.
What this service solves
AI agents create value when they are connected to a workflow, not when they only answer generic questions. We design agents with context, tools, memory, guardrails and handoff rules so they can support teams in sales, support, operations and product experiences.
Technologies and capabilities
LLMsOpenAIClaudeOllamaVoice AIComputer VisionAutomation
Business use cases
- Sales agents connected to WhatsApp, Telegram, forms, CRM and product data.
- Support assistants that classify requests, answer common questions and escalate correctly.
- Internal copilots for operations, knowledge bases, documents and reporting.
- AI features embedded in software products, dashboards and customer portals.
How we work
- Identify the workflow, data sources, risk level and human handoff requirements.
- Design prompts, tools, retrieval, automations and integration architecture.
- Build the agent, test responses, measure quality and reduce unsafe behavior.
- Deploy with logging, analytics and iteration based on real conversations.
Questions companies ask before starting
What is an AI agent for business?
It is an AI system connected to tools, data and workflows so it can complete tasks such as answering leads, classifying requests, preparing reports or supporting operations.
Can AI agents connect to WhatsApp or Telegram?
Yes. We can connect AI agents to WhatsApp, Telegram, CRM systems, forms, APIs, databases and internal tools.
Can you use local AI models?
Yes. We can evaluate local models with tools such as Ollama when privacy, cost or infrastructure requirements make them useful.
Design my AI agent
Tell us the project context and we will help define scope, architecture, timeline and development path.
Request a meeting