Four clouds.
Infrastructure, security
and artificial intelligence.

Infrastructure

Cloud strategy & landing zones

Establish a governed cloud foundation for new workloads or consolidate an inconsistent estate.

Platforms & tooling

• AWS Organizations
• AWS Control Tower
• AWS Account Management
• AWS Resource Access Manager
• AWS Service Catalog
• AWS Service Quotas
• AWS Control Tower Account Factory
• AWS Organizations resource control policies

What we deliver

• Architecture and account hierarchy
• landing zone deployed as code
• ownership and governance runbook

Infrastructure

Compute, operating systems & scale

Deploy and harden virtual machines, bare metal and GPU infrastructure with capacity and availability planning.

Platforms & tooling

• Amazon EC2
• EC2 Auto Scaling
• EC2 Image Builder
• AWS Batch
• Amazon Lightsail
• EC2 Fleet
• EC2 Spot Instances
• EC2 Dedicated Hosts
• EC2 Capacity Reservations
• Amazon Linux

What we deliver

• Hardened images
• autoscaling configuration
• patch baseline
• capacity and operational handover

Infrastructure

Kubernetes & container platforms

Build container platforms with private connectivity, deployment controls and workload isolation.

Platforms & tooling

• Amazon EKS
• Amazon ECS
• AWS Fargate
• Amazon ECR
• Amazon EKS Anywhere
• Amazon EKS Hybrid Nodes
• Amazon ECS Anywhere
• Amazon ECS Service Connect

Scope note: AWS App Mesh ends support September 30, 2026. We scope migration to ECS Service Connect or an appropriate supported alternative.

What we deliver

• Cluster and registry
• workload policies
• deployment pipeline
• upgrade and recovery procedures

Infrastructure

Serverless, APIs & integration

Implement APIs, event-driven workloads and application integration with authentication and reliable delivery.

Platforms & tooling

• AWS Lambda
• Amazon API Gateway
• Amazon EventBridge
• AWS Step Functions
• Amazon SQS
• Amazon SNS
• AWS Elastic Beanstalk
• AWS AppConfig
• Amazon MQ
• Amazon Simple Email Service
• Amazon EventBridge Scheduler
• Amazon EventBridge Pipes

What we deliver

• Deployed APIs and functions
• integration flows
• retry and failure handling
• monitoring

Infrastructure

Cloud networking & connectivity

Design segmented networks and connect offices, data centers and cloud environments.

Platforms & tooling

• Amazon VPC
• AWS Transit Gateway
• AWS Cloud WAN
• AWS Direct Connect
• AWS Site-to-Site VPN
• AWS PrivateLink
• AWS Client VPN
• Amazon VPC Lattice
• AWS Cloud Map
• VPC IP Address Manager
• AWS Transit Gateway Connect

What we deliver

• IP plan and routing design
• deployed hub and spokes
• private connectivity
• connectivity validation

Infrastructure

Load balancing, DNS & application delivery

Make applications reachable and resilient with traffic distribution, name resolution and health checks.

Platforms & tooling

• Elastic Load Balancing
• Amazon Route 53
• Amazon CloudFront
• AWS Global Accelerator

What we deliver

• Load balancers and DNS
• TLS termination
• health checks
• traffic failover configuration

Infrastructure

Storage, file services & archiving

Implement object, block and file storage with access controls, lifecycle policies and data migration.

Platforms & tooling

• Amazon S3
• Amazon S3 Glacier storage classes
• Amazon EBS
• Amazon EFS
• Amazon FSx
• AWS Storage Gateway
• Amazon S3 Access Grants
• Amazon S3 Access Points
• Amazon S3 replication
• AWS Backup Gateway
• Amazon FSx for Lustre
• Amazon FSx for NetApp ONTAP
• Amazon FSx for Windows File Server
• Amazon FSx for OpenZFS

What we deliver

• Storage architecture
• encryption and access policies
• retention rules
• migration and restore validation

Infrastructure

Database platforms & modernization

Deploy and migrate relational and non-relational databases with availability, access and performance controls.

Platforms & tooling

• Amazon RDS
• Amazon Aurora
• Amazon DynamoDB
• Amazon ElastiCache
• Amazon DocumentDB
• Amazon Neptune
• Amazon Keyspaces
• Amazon MemoryDB
• Amazon RDS Custom
• Amazon Timestream for InfluxDB

What we deliver

• Database deployment
• backup and access baseline
• performance tuning
• migration and rollback plan

Infrastructure

Migration & hybrid cloud

Assess dependencies and move servers, databases and data using migration waves and rehearsed cutovers.

Platforms & tooling

• AWS Application Migration Service
• AWS Database Migration Service
• AWS Transform
• AWS DataSync
• AWS Transfer Family
• AWS Schema Conversion Tool
• AWS DMS Schema Conversion
• AWS Mainframe Modernization (availability review)

Scope note: Migration Hub is closed to new customers. Mainframe modernization delivery requires an availability and runtime eligibility review.

What we deliver

• Discovery and dependency map
• migration factory
• test migration
• cutover and rollback runbooks

Infrastructure

Backup, disaster recovery & cyber recovery

Design recovery around business-defined recovery time and recovery point objectives, then rehearse it.

Platforms & tooling

• AWS Backup
• AWS Elastic Disaster Recovery
• Amazon S3 Object Lock
• AWS Resilience Hub
• AWS Backup Vault Lock
• AWS Backup logically air-gapped vault
• AWS Backup restore testing
• Amazon Application Recovery Controller (ARC)

What we deliver

• Backup policies
• protected recovery copies
• failover automation
• restore-test evidence
• recovery runbook

Infrastructure

Infrastructure as code & DevSecOps

Make infrastructure and releases repeatable with review gates, policy checks and secure artifact handling.

Platforms & tooling

• AWS CloudFormation
• AWS CDK
• AWS CodeBuild
• AWS CodePipeline
• AWS Systems Manager
• Terraform
• AWS CodeDeploy
• AWS CodeArtifact
• AWS Systems Manager Automation
• AWS CloudFormation StackSets

What we deliver

• Versioned infrastructure modules
• CI/CD pipelines
• secrets integration
• deployment and rollback procedures

Infrastructure

Observability, patching & operations

Instrument services and establish operating procedures so teams can identify and resolve failures.

Platforms & tooling

• Amazon CloudWatch
• AWS CloudTrail
• AWS Systems Manager
• Amazon Managed Service for Prometheus
• Amazon Managed Grafana
• AWS Health
• AWS User Notifications
• Amazon CloudWatch Application Signals
• AWS Distro for OpenTelemetry
• Amazon CloudWatch Synthetics

What we deliver

• Dashboards and alerts
• log routing
• patch workflows
• incident procedures
• service ownership handover

Infrastructure

Cost management & resource governance

Identify unused capacity and establish budgets, tagging and cost ownership across environments.

Platforms & tooling

• AWS Cost Explorer
• AWS Budgets
• AWS Compute Optimizer
• AWS Cost and Usage Reports
• AWS Trusted Advisor
• AWS Cost Optimization Hub
• AWS Cost Anomaly Detection
• AWS License Manager
• AWS Billing Conductor
• AWS Data Exports
• AWS Savings Plans planning
• Reserved Instances planning

What we deliver

• Cost baseline
• prioritized optimization backlog
• budget alerts
• allocation and capacity recommendations

Cybersecurity

Identity, federation & privileged access

Implement least privilege, single sign-on, multifactor authentication and controlled administrative access.

Platforms & tooling

• AWS IAM
• AWS IAM Identity Center
• IAM Access Analyzer
• Amazon Cognito
• AWS Directory Service
• Amazon Verified Permissions
• AWS IAM Roles Anywhere
• AWS Security Token Service
• IAM permissions boundaries
• IAM service control policies

What we deliver

• Role and access model
• federation and MFA
• privileged access controls
• access review and break-glass procedures

Cybersecurity

Network, web & API protection

Reduce exposure with segmentation, firewall policies, web protection and protected application entry points.

Platforms & tooling

• AWS Network Firewall
• AWS WAF
• AWS Shield
• AWS Firewall Manager
• AWS Verified Access
• security groups
• Route 53 Resolver DNS Firewall
• Route 53 Resolver
• AWS WAF Bot Control
• AWS WAF Fraud Control
• VPC Block Public Access
• Gateway Load Balancer

What we deliver

• Firewall and WAF rules
• controlled ingress and egress
• traffic logging
• validated application protection

Cybersecurity

Encryption, keys, secrets & certificates

Centralize encryption keys, application secrets and certificate lifecycles with controlled access and rotation.

Platforms & tooling

• AWS Key Management Service
• AWS CloudHSM
• AWS Secrets Manager
• AWS Certificate Manager
• AWS Private CA
• AWS KMS external key stores
• AWS KMS custom key stores
• AWS Private CA Connector for Active Directory

What we deliver

• Key hierarchy
• secrets integration
• certificate inventory
• rotation and recovery procedures

Cybersecurity

Security posture & compliance engineering

Assess cloud configuration, prioritize risks and implement guardrails with evidence mapped to agreed controls.

Platforms & tooling

• AWS Security Hub CSPM
• AWS Config
• AWS Organizations service control policies
• AWS Config conformance packs
• AWS Artifact
• AWS Security Hub central configuration
• AWS Organizations declarative policies

What we deliver

• Posture assessment
• remediation backlog
• preventive guardrails
• control evidence and exception register

Cybersecurity

Vulnerability & workload security

Identify vulnerable hosts and container images and integrate remediation into delivery and patch workflows.

Platforms & tooling

• Amazon Inspector
• Amazon GuardDuty runtime monitoring
• Amazon ECR image scanning
• Systems Manager Patch Manager
• Amazon Inspector code scanning
• Amazon GuardDuty Malware Protection for EC2
• Amazon GuardDuty Malware Protection for S3

What we deliver

• Scan coverage
• prioritized findings
• hardened baselines
• patch plan
• retest evidence

Cybersecurity

Data protection & database security

Protect sensitive data with discovery, access restrictions, auditing, masking and encryption.

Platforms & tooling

• Amazon Macie
• AWS Lake Formation
• Amazon RDS encryption and database activity streams
• Amazon S3 access controls
• Amazon S3 Block Public Access
• Amazon S3 Object Ownership
• AWS Glue Data Catalog permissions

What we deliver

• Data risk assessment
• access and audit policies
• masking configuration
• prioritized remediation

Cybersecurity

Threat detection, SIEM & response automation

Connect cloud telemetry to security operations, build detections and automate agreed triage and response actions.

Platforms & tooling

• Amazon GuardDuty
• Amazon Detective
• Amazon Security Lake
• AWS Security Hub
• Amazon OpenSearch Service
• AWS CloudTrail
• AWS Security Incident Response onboarding
• GuardDuty Extended Threat Detection

Scope note: AWS Security Incident Response is a separate AWS subscription. Kemet Tech scopes onboarding and integration; AWS service coverage is defined by the customer subscription.

What we deliver

• Log onboarding
• detection rules
• alert routing
• response playbooks
• analyst handover and validation

Cybersecurity

Security assessments & incident readiness

Review architecture and attack paths, validate defenses and prepare teams for cloud incidents.

Platforms & tooling

• IAM Access Analyzer
• AWS Config
• VPC Reachability Analyzer
• GuardDuty findings
• CloudTrail evidence

What we deliver

• Assessment report
• authorized test plan
• remediation verification
• incident tabletop
• response and evidence runbooks

Infrastructure

Hybrid, edge & distributed cloud

Extend cloud operating models to data centers and edge locations with local workload and connectivity requirements.

Platforms & tooling

• AWS Outposts
• AWS Local Zones
• AWS Wavelength
• Amazon EKS Anywhere
• Amazon ECS Anywhere

Scope note: Hardware, carrier, region and provider arrangements are prerequisites; Kemet Tech scopes architecture, integration and workload deployment.

What we deliver

• Deployment and dependency design
• integrated identity and networking
• workload deployment
• operations handover

Infrastructure

Virtual desktops & secure workspaces

Deliver centrally managed desktops, application sessions and developer workspaces with controlled access.

Platforms & tooling

• Amazon WorkSpaces Personal
• Amazon WorkSpaces Pools
• Amazon WorkSpaces Applications (formerly AppStream 2.0)
• Amazon WorkSpaces Secure Browser
• Amazon WorkSpaces Core

What we deliver

• Desktop or application pools
• golden images
• identity and device policies
• user acceptance and support handover

Infrastructure

HPC, GPU & AI infrastructure

Build accelerated compute and training infrastructure with high-throughput storage, workload scheduling and cost controls.

Platforms & tooling

• AWS Parallel Computing Service
• AWS ParallelCluster
• EC2 GPU instances
• AWS Trainium
• AWS Inferentia
• Elastic Fabric Adapter
• Amazon FSx for Lustre

What we deliver

• Cluster design and deployment
• scheduler integration
• storage and network tuning
• workload benchmarks

Infrastructure

Data lakes, analytics & streaming platforms

Deploy the infrastructure for ingestion, processing, analytics and governed data sharing.

Platforms & tooling

• Amazon Redshift
• Amazon Athena
• Amazon EMR
• AWS Glue
• AWS Lake Formation
• Amazon DataZone
• Amazon Kinesis Data Streams
• Amazon Data Firehose
• Amazon Managed Service for Apache Flink
• Amazon MSK
• Amazon OpenSearch Service
• AWS Clean Rooms
• AWS Data Exchange
• Amazon OpenSearch Serverless
• Amazon Redshift Serverless

What we deliver

• Platform architecture
• ingestion and processing pipelines
• access and catalog configuration
• monitoring and handover

Infrastructure

Network visibility & connectivity assurance

Diagnose cloud connectivity, traffic paths and firewall behavior before and after infrastructure changes.

Platforms & tooling

• VPC Reachability Analyzer
• VPC Network Access Analyzer
• VPC Flow Logs
• VPC Traffic Mirroring
• CloudWatch Network Monitor
• CloudWatch Internet Monitor

What we deliver

• Traffic and route baseline
• connectivity tests
• flow-log analysis
• monitoring dashboard
• remediation report

Cybersecurity

Identity governance & provider access controls

Manage identity lifecycles, access reviews and sensitive administrative access across cloud and connected systems.

Platforms & tooling

• IAM Access Analyzer
• IAM Identity Center
• IAM Roles Anywhere
• customer-selected identity governance integration

Scope note: AWS access controls are integrated with a customer-selected governance platform where full identity lifecycle or certification workflows are needed.

What we deliver

• Joiner/mover/leaver workflows
• entitlement review
• privileged approval policies
• access evidence and handover

Cybersecurity

Zero trust access & microsegmentation

Apply identity-aware access and workload segmentation with explicit communication policies.

Platforms & tooling

• AWS Verified Access
• Amazon VPC Lattice
• AWS Client VPN
• IAM identity policies
• customer-selected SSE integration

What we deliver

• Access and segmentation design
• deployed policies
• permitted-flow validation
• staged rollout and rollback plan

Cybersecurity

Application & software supply-chain security

Integrate source, dependency, secret and artifact checks into application delivery.

Platforms & tooling

• AWS Signer
• Amazon Inspector
• Amazon ECR scanning
• AWS CodeArtifact
• customer-selected SAST and DAST integration

What we deliver

• Threat model
• security gates
• signed artifacts and verification
• vulnerability triage
• remediation handover

Cybersecurity

AI application, model & agent security

Configure model access, prompt and response screening, data controls and least-privilege agent permissions.

Platforms & tooling

• Amazon Bedrock Guardrails
• Amazon Bedrock AgentCore Identity
• Amazon Bedrock AgentCore Policy
• Amazon Bedrock AgentCore Gateway

What we deliver

• AI threat model
• configured guardrails
• tool-access boundaries
• adversarial evaluation
• monitoring and handover

Cybersecurity

Threat intelligence & attack-surface management

Connect threat context and external exposure discovery to security investigations and remediation workflows.

Platforms & tooling

• Amazon GuardDuty threat intelligence
• Amazon Detective
• Amazon Security Lake
• customer-selected external attack-surface management

Scope note: GuardDuty threat context is complemented by customer-selected external exposure discovery; product selection and feeds are scoped separately.

What we deliver

• Indicator feeds and enrichment
• exposed-asset inventory
• risk prioritization
• detection integrations
• analyst handover

Cybersecurity

Endpoint, email & SaaS security integration

Deploy and integrate the endpoint, email and SaaS controls selected for the customer environment.

Platforms & tooling

• AWS Marketplace endpoint and SaaS security products (third-party)
• Amazon Security Lake
• AWS Security Hub integrations

Scope note: Third-party product implementation and telemetry integration; AWS-native findings services are not a substitute for endpoint or email protection.

What we deliver

• Product onboarding
• protection policies
• identity and SIEM integration
• alert validation
• operational handover

Infrastructure

Sovereign cloud & regulated workload foundations

Design location, administrative access and data-protection controls around agreed residency and regulatory requirements.

Platforms & tooling

• AWS GovCloud (US)
• AWS European Sovereign Cloud
• AWS Control Tower
• AWS Organizations policies

Scope note: Eligibility, country/region, service availability and contractual requirements are confirmed before design. Deployment of cloud controls does not itself confer regulatory certification.

What we deliver

• Requirements and service eligibility map
• residency design
• access and key controls
• deployment and evidence handover

Infrastructure

Resilience engineering & recovery validation

Test application failure scenarios, restore paths and recovery objectives through controlled exercises.

Platforms & tooling

• AWS Fault Injection Service
• AWS Resilience Hub
• Amazon Application Recovery Controller (ARC)
• AWS Backup restore testing
• AWS Well-Architected Tool

What we deliver

• Failure-scenario plan
• approved test execution
• recovery measurements
• improvement backlog
• repeatable runbook

Cybersecurity

Confidential computing & workload isolation

Protect sensitive processing using supported isolation, attestation and confidential-computing capabilities.

Platforms & tooling

• AWS Nitro Enclaves
• AWS Nitro System
• EC2 Dedicated Hosts
• AWS KMS attestation integration

What we deliver

• Workload suitability assessment
• isolated execution deployment
• attestation and key-release integration
• verification evidence

Cybersecurity

IoT, OT & edge workload security

Connect device and operational-technology environments to cloud platforms with identity, segmentation and telemetry controls.

Platforms & tooling

• AWS IoT Core
• AWS IoT Device Management
• AWS IoT Device Defender
• AWS IoT Greengrass

What we deliver

• Device identity design
• secure ingestion
• segmented connectivity
• telemetry and alerts
• operational handover

Artificial intelligence

AI strategy, readiness & solution architecture

Assess use cases, data readiness, platform options, costs and delivery requirements.

Platforms & tooling

• Amazon Bedrock
• Amazon SageMaker AI

Scope note: Model, region, access and licensing availability are confirmed during discovery.

What we deliver

• Use-case priorities
• data and access assessment
• target architecture
• implementation roadmap

Artificial intelligence

Generative AI applications & model integration

Build applications using foundation models for text, code and multimodal tasks.

Platforms & tooling

• Amazon Bedrock
• Amazon Nova
• Bedrock model catalog

Scope note: Model, region, access and licensing availability are confirmed during discovery.

What we deliver

• Model selection and integration
• prompt workflows
• application APIs
• quality and cost validation

Artificial intelligence

AI agents, orchestration & enterprise automation

Build agents that retrieve information and use approved business tools with controlled permissions.

Platforms & tooling

• Amazon Bedrock Agents
• Amazon Bedrock AgentCore
• Strands Agents SDK

Scope note: Model, region, access and licensing availability are confirmed during discovery.

What we deliver

• Agent workflows
• tool and API integrations
• approval controls
• agent testing and handover

Artificial intelligence

RAG, enterprise search & vector retrieval

Connect AI applications to governed business content through retrieval and search.

Platforms & tooling

• Amazon Bedrock Knowledge Bases
• Amazon OpenSearch Service

Scope note: Model, region, access and licensing availability are confirmed during discovery.

What we deliver

• Content ingestion
• embedding and vector indexes
• access-aware retrieval
• retrieval evaluation

Artificial intelligence

Custom ML, AutoML & model customization

Develop and tune models for business datasets and agreed prediction or generation tasks.

Platforms & tooling

• Amazon SageMaker AI
• SageMaker Autopilot
• SageMaker JumpStart
• Bedrock model customization

Scope note: Model, region, access and licensing availability are confirmed during discovery.

What we deliver

• Training datasets
• training and tuning workflows
• model evaluation
• deployment artifacts

Artificial intelligence

MLOps, model serving & lifecycle management

Operationalize model training, deployment, monitoring and controlled updates.

Platforms & tooling

• SageMaker Pipelines
• SageMaker Model Registry
• SageMaker endpoints
• SageMaker Model Monitor

Scope note: Model, region, access and licensing availability are confirmed during discovery.

What we deliver

• Model registry and pipelines
• serving endpoints
• performance monitoring
• rollback and retraining procedures

Artificial intelligence

AI data preparation, labeling & feature engineering

Prepare governed training and retrieval data with repeatable processing and quality checks.

Platforms & tooling

• SageMaker Ground Truth
• SageMaker Feature Store
• AWS Glue

Scope note: Model, region, access and licensing availability are confirmed during discovery.

What we deliver

• Data preparation pipelines
• labeling workflow
• feature engineering
• quality and lineage controls

Artificial intelligence

Document AI & intelligent data extraction

Extract, classify and validate information from business documents.

Platforms & tooling

• Amazon Textract
• Amazon Bedrock Data Automation

Scope note: Model, region, access and licensing availability are confirmed during discovery.

What we deliver

• Document ingestion
• extraction schemas
• validation and review workflow
• business-system integration

Artificial intelligence

Speech AI, transcription & voice applications

Build speech-enabled applications with transcription and supported voice-generation capabilities.

Platforms & tooling

• Amazon Transcribe
• Amazon Polly
• Amazon Nova speech models

Scope note: Model, region, access and licensing availability are confirmed during discovery.

What we deliver

• Audio ingestion
• speech API integration
• language and accuracy testing
• voice application handover

Artificial intelligence

Language AI, translation & text analytics

Analyze text, extract entities and integrate multilingual application workflows.

Platforms & tooling

• Amazon Comprehend
• Amazon Translate

Scope note: Comprehend topic modeling, event detection and prompt safety classification are closed to new customers from April 30, 2026; other supported NLP features are scoped individually.

What we deliver

• Language processing APIs
• classification and extraction
• translation workflow
• quality evaluation

Artificial intelligence

Computer vision & video understanding

Build image and video analysis workflows with supported models and human review where required.

Platforms & tooling

• Amazon Rekognition
• Amazon Bedrock Data Automation

Scope note: Model, region, access and licensing availability are confirmed during discovery.

What we deliver

• Image or video ingestion
• model integration
• task-specific evaluation
• application integration

Artificial intelligence

Multimodal content & media generation

Integrate supported image, audio and video generation into business applications.

Platforms & tooling

• Amazon Nova models
• Amazon Bedrock image and video models

Scope note: Model, region, access and licensing availability are confirmed during discovery.

What we deliver

• Model and rights assessment
• generation workflow
• review controls
• application integration

Artificial intelligence

Forecasting, anomaly detection & predictive analytics

Develop models for planning, risk indicators and operational analysis.

Platforms & tooling

• Amazon SageMaker AI forecasting and anomaly models

Scope note: Model, region, access and licensing availability are confirmed during discovery.

What we deliver

• Prediction objective and baseline
• model pipeline
• backtesting
• decision-support integration

Artificial intelligence

Recommendations, ranking & personalization

Build recommendation and ranking workflows around customer-approved data and objectives.

Platforms & tooling

• Amazon Personalize
• Amazon SageMaker AI

Scope note: Model, region, access and licensing availability are confirmed during discovery.

What we deliver

• Recommendation design
• training or retrieval pipeline
• relevance evaluation
• application integration

Artificial intelligence

Conversational AI & customer-service integration

Implement virtual assistants and connect conversations to knowledge, workflows and human teams.

Platforms & tooling

• Amazon Lex
• Amazon Connect
• Amazon Bedrock

Scope note: Adjacent SaaS, developer tools and contact-center products require separate subscriptions and eligibility. Integration scope is agreed per customer.

What we deliver

• Conversation design
• knowledge and tool integration
• handoff workflow
• conversation testing

Artificial intelligence

Enterprise copilots & business AI integration

Configure enterprise AI assistants and connect them to approved business content and applications.

Platforms & tooling

• Amazon Quick (Quick Suite)
• Amazon Q Business (existing environments)

Scope note: Amazon Q Business is closed to new customers; scope existing-environment support or migration to Amazon Quick. Separate subscription and regional eligibility apply.

What we deliver

• Readiness and access assessment
• connectors and policies
• workflow configuration
• user enablement

Artificial intelligence

AI-assisted engineering & operations

Integrate AI assistance into development, modernization and operational workflows.

Platforms & tooling

• Kiro
• AWS Transform
• AWS DevOps Agent
• AWS Security Agent

Scope note: Adjacent SaaS, developer tools and contact-center products require separate subscriptions and eligibility. Integration scope is agreed per customer.

What we deliver

• Tool onboarding
• repository and access configuration
• workflow evaluation
• operational controls

Artificial intelligence

AI evaluation, governance & responsible deployment

Establish evaluation, monitoring, data controls and release criteria for AI solutions.

Platforms & tooling

• Amazon Bedrock model evaluation
• Amazon Bedrock Guardrails
• SageMaker Clarify

Scope note: Controls and evaluations reduce identified risks; they do not guarantee factual accuracy, regulatory certification or prevention of every attack.

What we deliver

• Evaluation datasets
• quality and safety checks
• usage and cost monitoring
• governance documentation