AI Agent & Agentic Workflow
An AI agent is an AI application that can plan and execute several work steps using permitted tools, such as looking up data, filling in forms or creating tickets. Agentic workflows are worth applying when the steps are clear, the tools are limited and the results can be verified.
AI Agent Development, Agentic AI
Business problems
One request forces staff to open several applications and copy data between them.
Rule-based automation scripts fail when the input format changes slightly.
Companies want to use AI without giving it unlimited access to their systems.
What we build
Agents can only call defined functions, with least-privilege access.
Impactful actions such as sending, changing or deleting data wait for approval.
Every plan, tool call and result is recorded for review.
Test scenarios ensure the agent behaves as intended before wider use.
Example applications
The agent gathers data from several systems and prepares a draft ticket or report for review.
The agent compares vendor quotes and prepares a summary for approval.
The agent answers questions and fetches status data from systems.
Architecture & approach
An agent is treated like a new user: minimum access and auditable actions.
Set the goal, limits and success criteria.
The functions the agent may call and their access rights.
Human approval points and a cost limit per task.
Run normal and failure scenarios before release.
Technology & integration
Deployment
Agent autonomy increases step by step based on evaluation results.
| Option | Description | Best for |
|---|---|---|
| Assistant | The agent prepares results, people carry out the actions. |
|
| Semi-automated | The agent runs routine steps; impactful actions wait for approval. |
|
Specializations
AI copilots, summarization and document Q&A that work with company data and systems.
Explore Generative AIEnterprise knowledge chatbots that answer from internal documents with source references and per-user access control.
Explore RAG DevelopmentOCR, document classification and data extraction from invoices, purchase orders and import documents, validated before entering systems.
Explore Document AITranscribe voice recordings and meetings into text that can be searched, summarized and passed to work systems.
Explore Speech-to-TextClassification, recommendations and AI steps embedded in workflows you already run.
Explore AI AutomationGenerative AI, RAG and document AI integrated into enterprise workflows with clear data controls.
Explore AI Development & IntegrationFAQ
Tell us about your context and goals. We will help map the solution, priorities and an initial estimate.
