Service / 04 Operate
Security, Privacy & Deployment
Deploy AI where your data rules require, with threat modelling, privacy controls and hardened infrastructure.
/ 01The business problem
Why this matters
AI introduces new attack surfaces: prompt injection, data leakage through outputs, over-privileged tools and model supply chain risk. It also raises old questions about where data goes and who can see it.
We secure AI systems with the same rigour as any production service, using AI-specific guidance such as the OWASP Top 10 for LLM Applications alongside established security practice.
Who it is for
- Security and privacy officers
- Teams preparing AI systems for customer security reviews
- Organisations needing private or regional deployment
/ 02Scope
What the engagement covers
- 01AI threat modelling
- 02Data flow and privacy impact analysis
- 03Deployment architecture: cloud, private or hybrid
- 04Identity, secrets and network controls
- 05Red-team style testing of AI behaviour
- 06Security documentation for customer reviews
/ 03Technical approach
How we work on it
Threat model the whole system
We look at data sources, tools, outputs and integrations, not only the model.
Minimise and isolate
Least data, least privilege and isolation of untrusted content from instructions.
Choose deployment on evidence
Private hosting, regional APIs and managed services are compared on risk, cost and capability.
/ 04Process
From first call to production
- 1
Consultation
A focused conversation about the problem, constraints and what success would mean.
- 2
Discovery
Evidence gathering: data samples, process walkthroughs and a measured baseline.
- 3
Proposal
Scope, approach, team, timeline, risks and a fixed or estimated price.
- 4
Delivery
Iterative sprints with demos and evaluation results at each milestone.
- 5
Handover or run
Documentation, runbooks and training, or ongoing operation by our team.
/ 05Deliverables
What you receive
- Threat model and risk register
- Data flow and privacy assessment inputs
- Hardened deployment configuration
- Security test report
- Documentation pack for audits and customer questionnaires
Engagement options
Fixed-scope sprint
Two to six weeks with a defined deliverable and price, suitable for discovery, assessments and prototypes.
Delivery team
A cross-functional squad for a build or integration, planned in milestones with demos and evaluation results at each one.
/ 06FAQ
Common questions
Can we run models without sending data to a third party?
Yes. Open-weight models can be hosted in your own environment. We help you compare their quality and cost against hosted APIs for your use case.
Do you hold security certifications?
Certifications held by SASARAN Technology will be listed on our Trust page once verified. We do not claim any we cannot evidence.
Related solutions
Related product concepts
Talk to an engineer about security, privacy & deployment
Bring the problem and any constraints. You will leave the conversation with an honest view of the options, even if the answer is not us.