[Capabilities]

AI, connected
to real work.

Six engineering disciplines connect application development, custom language models, automation, hardware, evaluation, and applied research.

Explore CapabilitiesDiscuss a Project
[Capabilities]

Engineering disciplines.

AI Applications & Integration

Desktop, mobile, and private AI applications connected to business systems and data.

Application logic, user interfaces, data connections, and model integration form one implementation. We connect existing platforms with advanced model APIs, private models, or a combination of both to suit the workflow, access controls, and response times.

Offline and private AI systems

Areas of application

  • Organization-wide AI environments
  • Custom desktop and mobile applications
  • Business-system and data integration

Custom LLM Development & Training

Language models trained and fine-tuned for your domain, terminology, and tasks.

We cover model selection, training data preparation, custom training, domain fine-tuning, and evaluation on representative tasks. The training plan addresses accuracy, response style, privacy, and compute, with private deployment and model handover defined in scope.

Custom models, training, and evaluation

Areas of application

  • Domain-specific training and fine-tuning
  • Training data preparation and model evaluation
  • Private deployment and model handover

Agents & Automation

Workflows that coordinate tools, preserve task state, and involve people at defined decision points.

We implement orchestration, business rules, tool connections, and human review steps. Access controls, persistent task state, diagnostics, and recovery help teams supervise work and resume it after interruptions.

Areas of application

  • Workflows across internal systems
  • Custom orchestration and business rules
  • Human review, diagnostics, and recovery

Field Engineering & Special Projects

Complete technical assignments, with specialists, computing infrastructure, hardware and software brought together for the operation.

We can assemble and lead the technical assignment, organising the team, equipment and infrastructure around the work. The scope can include hardware procurement and assembly, custom software, equipment integration, installation and field testing, from portable systems to substantial private installations.

Explore special projects

Areas of application

  • Field AI and special projects
  • Workstations, servers, and private AI infrastructure
  • Custom equipment integration and device fleets

Evaluation & Reliability

Acceptance testing, repeatable evaluations, and diagnostics for real operating conditions.

We evaluate AI behaviour, workflows and devices against their intended purpose and operating conditions, including sustained interaction, authority, interruptions and recovery. Investigations can lead to engineering improvements, repeatable tests and results your team can inspect.

AI Agent Assurance Autonomous Browser Red Teaming

Areas of application

  • AI agent assurance and platform integrity
  • Workflow and device acceptance testing
  • Continuity, recovery and regression evaluation

Applied Research

Feasibility studies and prototypes for unresolved technical questions.

Prototypes, simulations, and controlled comparisons test possible approaches to memory, adaptation, and interaction. Findings inform architecture choices, feasibility, and whether a direction warrants further engineering.

Explore our research

Areas of application

  • Technical feasibility and architecture studies
  • Persistent context and adaptive behavior
  • Prototypes for new workflows and interfaces
[Foundations]

Built for everyday operation.

01 / Architecture

Connected Intelligence

Applications, models, data, and devices engineered together, with clear interfaces between them.

02 / Infrastructure

Control by Design

Commissioned source code, build configuration, and documented architecture give you control over future maintenance and development.

03 / Development

Reliability over Time

Updates, diagnostics, and recovery planned for the devices and people keeping the system running.

See how a project takes shape

[ Contact ]

Discuss a project.

Tell us what you want to build, or continue an existing proposal.

Discuss a Project contact@freelifeai.com