---
title: "AWS Bedrock Development Services | Generative AI on AWS | Agility"
url: https://agilitytech.ai/aws-bedrock-development
description: "Generative AI on AWS Bedrock: Claude, Llama and other models inside your AWS account, with knowledge bases, agents and proper IAM controls."
publisher: Agility (agilitytech.ai)
---

Technology · AWS Bedrock

# AWS Bedrock development

AWS Bedrock gives you Claude, Llama, Mistral and Amazon models behind one API inside your AWS account.

- Senior engineers on every project
- Evaluation before launch, not after
- You own the code and the models

48-hour turnaround · free · no obligation

### Talk to us about AWS Bedrock

Tell us what you want to build. A senior engineer sends back a scope and a fixed price within two business days, no obligation.

In short

## The quick answer

We use it for companies whose data and security already live in AWS and who would rather not send documents to another vendor. That covers knowledge bases, agents, and plain model calls wired into your existing services.

What we build

## What we build with AWS Bedrock

### Knowledge bases over S3 data

Question answering over documents in S3, with retrieval tuned so the right passages come back, not just similar-sounding ones.

### Agents on AWS

Task agents that call Lambda functions and internal APIs, with IAM keeping each tool to the access it needs.

### Model choice per task

Different models for different jobs, such as a cheap fast model for classification and a stronger one for reasoning, all through the same Bedrock setup.

### Batch processing

Large back-catalogues of documents processed in batch jobs rather than one slow call at a time.

Fit

## Is AWS Bedrock the right choice?

### When it is a good fit

- Your data, identity and logging are already in AWS.
- You want to switch between models without rewriting the application.
- Procurement prefers one cloud contract over a new AI vendor.

### When we would suggest something else

- You need a model that is not offered on Bedrock.
- The workload is tiny and a direct API call would be simpler.

Process

## How a project usually runs

- 01 ### Account and model access Enable the right models in the right region and set IAM boundaries before writing code.
- 02 ### Choose models with data We compare two or three models on your actual examples, looking at accuracy, speed and cost together.
- 03 ### Build and evaluate Sprints with a fixed evaluation set and cost tracking from the start.
- 04 ### Operate CloudWatch dashboards, alerts and a runbook your team can use after handover.

Pitfalls

## What usually goes wrong

We have seen these enough times to plan around them from the start.

- Letting the default chunking decide retrieval quality. It usually needs tuning for your documents.
- No cost alarms. Set budgets on day one.
- Agents with wide IAM roles. Keep each tool narrow.

Next step

Want to see similar work? Browse our [case studies](https://agilitytech.ai/case-studies) or [tell us what you are working on](https://agilitytech.ai/contact).

FAQ

## AWS Bedrock: common questions

[Ask us something else](https://agilitytech.ai/contact)

**Which models can we use on Bedrock?+**

Bedrock offers models from Anthropic, Meta, Mistral, Amazon and others. Availability differs by region, so we check what your region supports first.

**Does our data leave our AWS account?+**

Bedrock processes requests within AWS and, per AWS, does not use your prompts or outputs to train the base models. We design the network and IAM setup so data stays where your policies need it.

**Bedrock Knowledge Bases or a custom RAG pipeline?+**

Knowledge Bases are quick to start with and fine for many cases. When retrieval quality matters a lot, we often build a custom pipeline with our own chunking and reranking.

**Can you work in our existing AWS account?+**

Yes. We usually work in a dedicated environment within your organisation and hand everything over as infrastructure as code.

Keep reading

## Related pricing and decision guides

[Claude development](https://agilitytech.ai/claude-development)[Hire MLOps engineers](https://agilitytech.ai/hire-mlops-engineers)[Hire AI developers](https://agilitytech.ai/hire-ai-developers)[AI agent development](https://agilitytech.ai/ai-agent-development)[LLM development services](https://agilitytech.ai/llm-development-services)

## Get your exact number with a free 48-hour audit

Indicative ranges only get you so far. Tell us the specifics and get a scope and a fixed price in two business days.

Get my fixed estimate