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
Official platform references
Discuss this service →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
Official platform references
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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
Official platform references
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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
Official platform references
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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
Official platform references
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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
Official platform references
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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
Official platform references
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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
Official platform references
Discuss this service →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
Official platform references
Discuss this service →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
Official platform references
Discuss this service →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
Official platform references
Discuss this service →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
Official platform references
Discuss this service →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
Official platform references
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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
Official platform references
Discuss this service →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
Official platform references
Discuss this service →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
Official platform references
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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
Official platform references
Discuss this service →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
Official platform references
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