[Custom Solutions]

Built around
your operation.

Commission custom AI, software and hardware, with source code delivered to your team. We also investigate and improve existing systems.

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[Devices, People & Environments]

Intelligence where work happens.

[ Private Models & Infrastructure ]

Private & Offline AI Systems

AI applications and private computing infrastructure, from field devices to workstations, servers and larger installations.

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Your requirement
Information needs to stay under your control, or essential functions must remain available without a dependable connection.
What we build
Model deployment, custom applications, controlled data access and hardware integration. Select models and computing resources for the workload, quality requirements and budget.
Deployment
Install the system, manage model and data updates, and provide recovery procedures. Define which functions remain available offline and how connected services exchange information.
  • Private infrastructure
  • Local models
  • Offline operation

[ Devices & Fleets ]

Custom Operating Environments

Dedicated workspaces for tablets, laptops, and custom hardware, prepared for each device's role.

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Your requirement
Drivers, technicians, or distributed teams need consistent tools and access across a managed device fleet.
What we build
Custom Android or Linux images, application integration, peripheral interfaces, and setup automation, with role-specific permissions and device configuration.
Deployment
Pilot representative devices, then stage fleet provisioning and releases. Include update rollback and recovery procedures for each platform.
  • Operating environments
  • Custom applications
  • Fleet rollout

[ People & Interfaces ]

AI for Your Workforce

Domain-specific AI assistance inside the tools your workforce uses every day.

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Your requirement
Employees work with specialized terminology and internal information that a general-purpose assistant may not understand or access.
What we build
Select and integrate advanced model APIs or private models, with data preparation, training or fine-tuning where useful. Connect workplace tools to authorized knowledge, with task evaluation and review controls for answers and actions.
Deployment
Use approved model APIs, private infrastructure or a combination suited to the operation. Define data access, local functions and model updates around the workload and project requirements.
  • Model integration
  • Company knowledge
  • Employee workflows
[Operations & Development]

Built for the way your business works.

[ Connected Operations ]

Operational Agents & Automation

Agents that carry a business process across tools, with people involved at defined decision points.

Your requirement
Repeated handoffs between systems lose context and leave staff coordinating work manually.
What we build
Workflow logic, system integrations, persistent task state, permissions, and supervision interfaces. Specify automatic actions and approval boundaries.
Deployment
Connect to existing systems with execution logs, interruption handling, and recovery. Version workflow changes so updates can be examined and maintained.
  • System integration
  • Task continuity
  • Human oversight

[ Behavior You Can Examine ]

Evaluation & Operational Reliability

Evaluation tools that show where an AI system succeeds, fails, and needs intervention.

Your requirement
A new or existing AI system needs an evidence-based assessment of its behaviour, operating limits and necessary improvements.
What we build
Representative scenarios, controlled comparisons, execution records, and review tools, covering task completion, information use, resource limits, and failure recovery.
Deployment
Deliver maintainable test definitions and inspectable results for use during development, pilot acceptance, and later regression checks.
  • Acceptance criteria
  • Failure and recovery
  • Traceable execution

[ Adaptation, Search & Memory ]

Adaptive Systems & Applied Research

Focused research for a new mechanism or an architecture that needs experimental evidence.

Your requirement
An unresolved technical question makes it premature to commit to a full implementation.
What we build
Prototypes, simulations, algorithm development, and controlled experiments in adaptation, search, and memory, with explicit hypotheses and measures.
Deployment
Work to research milestones and decision points. Deliver documented findings and commissioned experimental code to support the next engineering decision.
  • Adaptive mechanisms
  • Simulation
  • Algorithm development

[ Testing & Investigation ]

AI assurance. Platform integrity.

AI Agent Assurance

We investigate how your AI represents your business and carries out its responsibilities, then engineer and retest improvements.

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Autonomous Browser Red Teaming

We use autonomous browser operators to test the business rules, safeguards and user workflows that protect your platform.

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[ Delivery & Handover ]

Your system. Your source.

Delivery includes commissioned custom source code, build and deployment configuration, documentation, and technical handover defined in the project scope. Operate the system internally, extend it with your team, or continue development with us.

Source, handover, and support

[ Contact ]

Discuss your next system.

Tell us what it needs to do and where it will operate.

Discuss a Project contact@freelifeai.com