innFactory AI Consulting from Rosenheim, Germany advises enterprises across the DACH region on GDPR-compliant use of Amazon Titan via AWS Bedrock Frankfurt. As an AWS-native model, Titan offers seamless integration into existing AWS infrastructures.
Amazon Titan - AWS-Native AI
Amazon Titan is Amazon’s in-house LLM family, exclusively available through AWS Bedrock. The models are specifically optimized for enterprise applications and offer deep integration into the AWS ecosystem.
Key Strengths
AWS-Native Integration
- Bedrock Integration: Seamless in AWS workflows
- IAM Security: AWS identity management
- VPC Integration: Private endpoints possible
- CloudWatch: Comprehensive monitoring
Enterprise-Ready
- SLA: AWS Enterprise Support available
- Compliance: SOC, ISO, HIPAA-ready
- Guardrails: Configurable security filters
- Fine-Tuning: Customization on your own data
GDPR-Compliant in Frankfurt
- EU Data Residency: Processing in eu-central-1
- No Data Transfer: Data stays in the EU
- DPA Available: Data Processing Agreement with AWS
Model Overview
Text Models
| Model | Context | Optimized For |
|---|---|---|
| Titan Text Premier | 32K | Complex tasks, high quality |
| Titan Text Express | 8K | Fast responses, cost-effective |
| Titan Text Lite | 4K | Simple tasks, affordable |
Embedding Models
| Model | Dimensions | Special Feature |
|---|---|---|
| Titan Embeddings G2 | 256/512/1024 | Multilingual, flexible dimensions |
| Titan Multimodal G1 | 1024/384 | Text + image embeddings |
Image Models
| Model | Resolution | Features |
|---|---|---|
| Titan Image Generator v2 | up to 2048x2048 | Background removal, conditioning |
Comparison: Titan vs. Other Bedrock Models
| Aspect | Amazon Titan | Claude (Bedrock) | Llama (Bedrock) |
|---|---|---|---|
| Provider | AWS | Anthropic | Meta |
| Quality | Good | Very good | Good |
| Cost | Affordable | Higher | Medium |
| Fine-Tuning | Yes | No | Yes |
| Embeddings | Yes | No | No |
| AWS Integration | Native | Standard | Standard |
Use Cases
Enterprise RAG Systems
- Titan Embeddings: For semantic search
- Knowledge Bases: Native Bedrock integration
- OpenSearch: Direct vector search
Document Processing
- Long Documents: 32K context with Premier
- Summarization: Document summaries
- Extraction: Structured data extraction
Content Generation
- Marketing Copy: Scalable production
- Product Descriptions: E-commerce
- Translations: Multilingual
Integration with CompanyGPT
Amazon Titan is integrated in CompanyGPT via AWS Bedrock - ideal for enterprises with existing AWS infrastructure that need a GDPR-compliant solution.
Pricing
Amazon Titan offers transparent pay-per-use pricing:
| Model | Input (1M Tokens) | Output (1M Tokens) |
|---|---|---|
| Titan Text Premier | ~$0.50 | ~$1.50 |
| Titan Text Express | ~$0.20 | ~$0.60 |
| Titan Text Lite | ~$0.15 | ~$0.20 |
| Titan Embeddings G2 | ~$0.02 | - |
Approximate prices, see AWS pricing for current values
Our Recommendation
Amazon Titan is the ideal choice for enterprises with existing AWS infrastructure that:
- Need GDPR compliance with EU data residency
- Are looking for embeddings for RAG systems
- Want cost-effective LLM usage
- Prefer native AWS integration
For highest text quality, we recommend Claude via AWS Bedrock; for self-hosting, Llama via SageMaker.
We support you in selecting and integrating the optimal Bedrock models for your requirements.