TBW / AI solutions
AI Solutions
Design an AI portfolio that can be governed and operated.
The business problem
Disconnected pilots, uncontrolled data flows and unclear ownership make production adoption difficult.
What TBW provides
Strategy and roadmap
Designed around your environment, requirements and operating constraints.
Architecture across private, local, cloud and hybrid models
Designed around your environment, requirements and operating constraints.
Enterprise LLMs, RAG, agents, automation, voice, integrations, training and support
Designed around your environment, requirements and operating constraints.
Architecture and workflow
- Business need
- Approved data
- Architecture
- Model and retrieval
- Integrations
- Governed operation
Architecture is selected after reviewing the actual data, identity, operations and integration boundaries. See enterprise integration →
A representative workflow
A team evaluates where a request can go before connecting it to approved enterprise data. This illustration describes a design pattern, not a deployed customer case study.
Technologies involved
Technology categories below are examples for architecture discussion, not a vendor partnership or an assertion that every tool is deployed.
Implementation methodology
- Discover requirements
- Assess data and access
- Architect and prototype
- Integrate and secure
- Validate and operate
Security and governance
Classify data; authenticate users; apply least-privilege model and tool access; review retention and residency; test prompt injection and unsafe retrieval; log meaningful decisions; require human approval for sensitive actions. The controls and assurance required depend on your environment.
Related services
Frequently asked questions
Which deployment model fits?
The answer depends on data classification, latency, capacity, operations and policy. Hybrid designs may separate workloads.
How are access and data boundaries defined?
Start with a data inventory, named owners and role-based permissions. Test the actual flow before production and revisit access as systems change.
What is the next step?
Bring a bounded use case, constraints and existing architecture to a consultation. No deployment or result is assumed before assessment.
Plan the next architecture decision
Discuss the workload, data boundaries, integrations and operational ownership with TBW.
