Skip to content
← All services

02 · AI applied to business.

AI, automation and data

We turn real-world processes into AI systems that understand information, automate tasks and support better decisions.

What we can build

We examine how your organisation works, identify where artificial intelligence can create value, and build a solution integrated with your data, applications and teams.

  • 01Knowledge assistants with verifiable sources
  • 02Agents and process automation
  • 03Document reading, extraction and validation
  • 04Conversation, customer care and voice
  • 05Content and image generation and adaptation
  • 06Data analysis and decision support

One complete service

From opportunity to a system that works in production.

We do not start with a tool or a demo. We begin with the process, validate it using real cases and increase autonomy only when quality has been demonstrated.

01

Discover

We study the process, its users, data, constraints and current cost. Opportunities are prioritised by impact and feasibility.

02

Validate

We build an initial solution using real information and situations to test usefulness, accuracy, speed and cost.

03

Integrate

We connect applications, documents and data sources while defining permissions, controls and human review points.

04

Operate and evolve

We monitor outcomes and improve the system as the business, information or available capabilities change.

System examples

Practical applications designed around real work.

These are starting points, not fixed solutions. Each system is adapted to the process, available information and the right level of autonomy.

01Knowledge

Internal assistant with sources

Searches procedures, contracts and private documentation to answer team questions while showing where each answer comes from.

→Less time spent searching and more consistent answers.
02Documents

Intelligent case management

Receives documents, classifies them, extracts data, detects missing information and prepares each case for review or processing.

→Less manual data entry and better prepared cases.
03Operations

Cross-application agent

Collects information from several systems, prepares an action and requests approval before updating data or starting a workflow.

→Connected workflows without losing permissions or oversight.
04Customer care

Customer service copilot

Summarises conversations, identifies intent, suggests replies and routes cases that require human judgement.

→Faster replies and complete context for every agent.
05Commerce

Catalogue enrichment

Normalises product records, completes attributes, adapts descriptions and detects inconsistencies before publishing across channels.

→More complete, consistent and distributable catalogues.
06Voice

Voice assistant for routine tasks

Handles bounded enquiries, collects information and completes simple tasks, transferring the conversation when appropriate.

→Available assistance with context-rich human escalation.

What you can achieve

Value is defined before automation begins.

We agree on a baseline and measure the effect on time, quality, cost, adoption and risk. Technology only matters when it improves the process.

01

Reduce manual work without losing control

02

Find and use knowledge more effectively

03

Respond and operate faster

04

Make decisions with more context and evidence

Especially useful for

AI, automation and data

01

Teams with repetitive or information-heavy work

02

Businesses that need context from scattered data

03

Products adding AI with control and traceability

Quality and trust

Autonomy is earned through evidence.

Every system includes acceptance criteria, monitoring and clear boundaries. Sensitive actions remain subject to human approval until the agreed level of reliability is reached.

Ready to evolve

An architecture that is not tied to one technology.

We select the most suitable capabilities for quality, privacy, speed and cost at every stage. The system can evolve without rebuilding the entire process.

01

Real-world evaluation

Tests based on representative cases and expected outcomes.

02

Human oversight

Approvals and escalation for higher-impact decisions or actions.

03

Controlled data

Limited access, defined permissions and responsible information use.

04

Traceability

Records of sources, responses, actions, errors and costs.

05

Robust operation

Limits, retries, alerts and alternatives when failures occur.

06

Continuous improvement

Quality, adoption and performance monitoring throughout the system lifecycle.

Applied AI services

Find your first AI use case.

Review the tasks, sources and tools involved. The catalogue helps define an initial solution and combine services when the process calls for it.

Linkses

Tell us what you want to launch

You do not need to arrive with the solution decided. Share the goal, the starting point and the obstacle; we will suggest the most useful next step.

Discuss my project↗