AI cost reduction
Find and remove avoidable cost across models, tools, platforms and workloads.
AI cost and control
Make AI pay its way.
Our FinOptimization approach brings AI cost and control into one operating discipline, strengthening security and governance across your models, tools and agents while reducing risk. We combine consulting, managed services and deployable products to turn recommendations into working capability.
Operating model
01See the whole systemCost · access · activity
02Apply working controlsFinancial · security · policy
03Measure the returnValue · assurance · evidence
A New Value Paradigm
AI waste and unmanaged risk share the same root causes.
Limited visibility, weak accountability and controls that do not operate in practice drive both unnecessary AI cost and unmanaged risk.
TSE addresses them together. The controls that expose unsafe activity can also reveal avoidable cost, giving you stronger assurance and a clearer commercial return.
We have a unique opportunity for you to reduce your AI cost while strengthening security and governance overall.
Where we focus
Control your AI. Control its cost.
Model, tool and agent security
Assess and control the components, permissions and interactions behind AI systems.
Agent FinOps
Attribute agent costs, set financial guardrails and connect cost to delivered value.
AI governance
Turn policy, accountability and risk decisions into enforceable controls and evidence.
How we create value for you
Security that pays its way.
Visibility
Understand cost, access, activity and ownership.
Control
Put financial, security and policy guardrails into operation.
Optimization
Remove waste and improve how AI capability is used.
Continuous assurance
Measure outcomes and maintain evidence over time.
Where we help
Engage TSE where you need us. Move forward with accountability.
Decide
Strategy
Establish priorities, operating models, investment cases and the route forward.
Build
Transformation
Design, build, integrate and embed working capability across the organization.
Operate & evolve
Managed services
Operate, monitor, assure and improve that capability as needs and risks evolve.
Built in, not bolted on
Products and reusable assets underpin every stage, accelerating delivery and leaving you with working capability.
Insights
Practical thinking at the cutting edge.
A focused 30-minute demo and working session
See where AI cost and control overlap.
See relevant capabilities in action, then work through where AI cost and control overlap for you. No obligation.