Agentic systems and workflows with AI.

• 01

  Agentic and multi-agent systems

  We develop agents that plan, use tools and execute tasks.

  • We design specialized agents and how they coordinate with each other.
  • We implement each agent's use of tools, APIs and systems.
  • We create the memory and context each task needs.
• 02

  AI workflows

  We create multi-step flows that combine models, rules and systems.

  • We implement task orchestration, retries and dependencies.
  • We integrate LLMs with deterministic business logic.
  • We automate complete processes, from data input to result.
• 03

  System integration and MCP

  We integrate agents with the apps and data that already exist.

  • We connect agents to CRM, ERP, ticketing, databases and internal APIs.
  • We create MCP servers and connect the existing ones.
  • We implement permissions and credentials for every tool.
• 04

  Knowledge and data

  We develop agents that act on private knowledge.

  • We implement RAG systems over documents and databases.
  • We design knowledge ingestion, indexing and updates.
  • We integrate the sources with access control.
• 05

  Models

  We select, tune and deploy the models each flow needs.

  • We compare and choose models by quality, latency and cost.
  • We tune models with client data when the case justifies it.
  • We deploy efficient endpoints for inference.
• 06

  Evaluation, governance and operation

  We implement what takes an agent to production and keeps it reliable.

  • We create guardrails, continuous evaluation and auditing of every run.
  • We design human checkpoints where the process requires them.
  • We implement monitoring, versioning and CI/CD for models and agents.

IN DETAIL

An orchestrator that connects the business tools and enforces their rules.

We integrate apps, flows, models and MCP servers into a workflow that processes, validates and writes the result into the target systems.