How is an AI agent different from ordinary automation?

Automation follows fixed steps defined up front. An agent is given a goal and decides how to reach it. It understands natural language and handles cases that cannot be written out as rules.

Will an agent replace my staff?

No. A well designed agent removes the most repetitive part of the work so people spend their time on judgement and relationships.

The agent is granted access only to the systems it genuinely needs, and sensitive actions require confirmation. We agree the scope of permissions before any code is written.

AI agents

AI agent development for business

Systems built on language models that do not just answer, but do the work inside your tools.

from $750

What it covers

Customer-facing agents

Answer email and messages, qualify enquiries and escalate to a person only what genuinely needs one.

Document processing

Extract data from invoices, contracts and forms, validate it against a schema and write it to the target system.

Access to data and tools

The agent reaches your CRM, database, calendar and APIs through a defined tool set. It answers from the source, not from guesswork.

Guardrails, evaluation and cost

Decision boundaries, confirmation on sensitive actions, a test set built from historical cases, and hard token limits.

Pricing

Single-task agent, one data source: $750
Multi-step agent, LangGraph, several tools and APIs: $1,150
Multi-agent system, complex workflow: $1,900

Starting prices, net of VAT. Final quote agreed after a scope review.

How the engagement runs

Pick the process and the metric

One concrete task, a measurable definition of success and a threshold below which the agent does not reach production.

Design the system

Instructions, tool set, data access, decision boundaries and escalation paths.

Evaluate on real data

A set of historical cases with expected outcomes. Changes to prompts are compared with numbers, not impressions.

Ship and grow

Start with a human in the loop, monitor quality and cost, then widen autonomy step by step.

Frequent questions

How is an AI agent different from ordinary automation?: Automation follows fixed steps defined up front. An agent is given a goal and decides how to reach it. It understands natural language and handles cases that cannot be written out as rules.
Will an agent replace my staff?: No. A well designed agent removes the most repetitive part of the work so people spend their time on judgement and relationships.
Is my data safe?: The agent is granted access only to the systems it genuinely needs, and sensitive actions require confirmation. We agree the scope of permissions before any code is written.