Overview

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The Business Compass LLC Language Intelligence Platform is an end-to-end AI solution that converts text, audio, and video into structured, multilingual intelligence at enterprise scale. The platform is built on secure, cloud-native AWS architecture and supports real-time processing as well as large batch workloads. It is designed for accuracy, speed, and high-volume automation across more than 100 global languages.
The platform unifies speech recognition, neural translation, OCR text extraction, text-to-speech, and AI-driven analysis into one integrated system. Organizations can process documents, scanned forms, PDFs, images, audio recordings, calls, lectures, livestreams, and video files. The system produces transcripts, translations, summaries, insights, and natural-sounding synthesized speech.
Batch processing is a major capability. Customers can upload large sets of documents, audio files, and videos for automatic parallel processing. Batch features include bulk audio and video transcription, multi-document OCR extraction, batch translation across more than 75 languages, summary generation, topic and keyword extraction, compliance notes, and large-scale text-to-speech rendering. Batch jobs run on scalable serverless pipelines that deliver predictable performance and high throughput. Output files are stored in the customer AWS environment for full control and compliance.
For real-time operations, the platform delivers live transcription, multilingual speech translation, and intelligent conversational agents. It supports live captioning for hearings, events, conferences, broadcasts, and virtual meetings. Real-time translation allows multilingual communication without interpreters. Features such as speaker tagging, speaker identification, and domain-specific vocabulary models improve accuracy.
The platform also integrates AI and large language models to produce summaries, action items, sentiment insights, compliance notes, and knowledge extraction. With retrieval augmented generation (RAG), users can upload internal documents such as manuals, policies, procedures, and contracts, and ask questions that are answered directly based on their content.
Deployment is flexible and secure. The platform can be deployed entirely in the customer AWS environment to ensure full data ownership and compliance. Business Compass LLC manages configuration, monitoring, scaling, and updates. Customers pay AWS usage directly while the software license allows unlimited users and unlimited processing volume.
The platform supports enterprises, government agencies, courts, broadcasters, healthcare organizations, call centers, educational institutions, and media companies. It enables real-time hearings, multilingual support, digitization of archives, content localization, and batch processing of large datasets. The system follows HIPAA, GDPR, and security best practices, making it suitable for regulated environments.
Highlights
- Speed: Real-time processing plus high-volume batch pipelines for fast transcription, translation, text-to-speech, and OCR.
- Automation: Fully automated workflows that ingest, process, analyze, and deliver results with no manual steps.
- Cost Savings: Serverless scaling and reduced manual labor deliver significant long-term cost savings.
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Delivery details
ECR Delivery
- Amazon ECS
Container image
Containers are lightweight, portable execution environments that wrap server application software in a filesystem that includes everything it needs to run. Container applications run on supported container runtimes and orchestration services, such as Amazon Elastic Container Service (Amazon ECS) or Amazon Elastic Kubernetes Service (Amazon EKS). Both eliminate the need for you to install and operate your own container orchestration software by managing and scheduling containers on a scalable cluster of virtual machines.
Version release notes
Initial Release 1.0
The Language Intelligence Platform processes text, audio, and video data within a customer managed AWS environment. The system includes OCR for scanned documents, PDFs, handwritten forms, medical documentation, and TIFF files. It supports real time and batch speech transcription with multi speaker detection, diarization, noise robust models, and configurable vocabulary. Speech translation is available for speech to text and speech to speech workflows across supported languages. Machine translation processes text, documents, and caption files in real time or batch mode. Text to speech synthesis generates spoken audio in multiple languages and voice profiles using AWS services.
The platform also includes multilingual chatbots for text and voice interaction and GenAI functions for summaries, topic extraction, and machine generated responses. Voice driven workflows allow users to speak input that is transcribed, optionally translated, processed by GenAI, and returned as text or synthesized audio. All processing takes place inside the customer AWS account. The customer maintains control over IAM, region selection, storage, logging, encryption, and integration with AWS services.
Additional details
Usage instructions
Please see https://www.dropbox.com/scl/fi/dhmzkdh5aduz8be07qjg2/Language-Services-Deployment.pdf?rlkey=2zswiqmsvwfoe3q27pjeccmym&st=wrn67f9x&dl=0 for deployment instructions.
This delivery option provides CloudFormation templates and deployment assets used to install the software in a customer managed AWS environment. The templates allow deployment of the full system or selected components only. The available files include:
master-stack.yaml: Deploys VPC, ECS Fargate, Application Load Balancer, S3 buckets, Secrets Manager entries, IAM roles, and auto scaling resources. secrets-only.yaml: Creates the Secrets Manager secret used for application configuration. s3-buckets-only.yaml: Creates S3 buckets for input and output data. iam-roles-only.yaml: Creates IAM roles and policies required for the platform. security-groups-only.yaml: Creates security groups for network access control. task-definition.json: Template for the ECS task definition. iam-policy.json: IAM policy document used by the deployment. deploy.sh: Script for automated deployment. README.md: Documentation for installation and configuration.
To deploy, navigate to the cloudformation directory and set required environment variables including the license key, authentication password, authentication secret, and container image URI. Optional variables such as an OpenAI API key may also be provided as needed. After variables are set, run the deploy.sh script to launch the stack in the customer AWS account.
https://s3.us-east-1.amazonaws.com/cft.businesscompassllc.com/language/deploy.sh
https://s3.us-east-1.amazonaws.com/cft.businesscompassllc.com/language/iam-policy.json
https://s3.us-east-1.amazonaws.com/cft.businesscompassllc.com/language/iam-roles-only.yaml
https://s3.us-east-1.amazonaws.com/cft.businesscompassllc.com/language/master-stack.yaml
https://s3.us-east-1.amazonaws.com/cft.businesscompassllc.com/language/README.md
https://s3.us-east-1.amazonaws.com/cft.businesscompassllc.com/language/s3-buckets-only.yaml
https://s3.us-east-1.amazonaws.com/cft.businesscompassllc.com/language/secrets-only.yaml
https://s3.us-east-1.amazonaws.com/cft.businesscompassllc.com/language/security-groups-only.yaml
https://s3.us-east-1.amazonaws.com/cft.businesscompassllc.com/language/task-definition.json
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