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LLM Integration

Carbon

Connect any data source to your LLMs instantly

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Category
Software
Ideal For
Enterprises
Deployment
Cloud
Integrations
None+ Apps
Security
Data encryption, secure API access, compliance-ready architecture
API Access
Yes - RESTful API for seamless LLM integration

About Carbon

Carbon is a universal data integration platform designed to connect external data sources to Large Language Models with minimal friction. The platform supports diverse data formats including documents, images, videos, and structured databases, enabling organizations to build knowledge-rich AI applications. Carbon's retrieval engine performs semantic search and content extraction, allowing LLMs to access contextually relevant information in real-time. The solution eliminates data silos by providing a unified interface for heterogeneous data sources. Through AiDOOS marketplace integration, enterprises gain enhanced governance capabilities, automated deployment pipelines, and scalable infrastructure management. Organizations can optimize their RAG (Retrieval-Augmented Generation) implementations, reduce latency, and improve AI model accuracy with comprehensive data access. Carbon empowers businesses to leverage their full data assets for intelligent decision-making and enhanced customer experiences.

Challenges It Solves

  • LLMs lack access to current, organization-specific external data
  • Data exists in fragmented sources with incompatible formats
  • Integration complexity increases time-to-market for AI applications
  • Manual data processing creates bottlenecks and inconsistencies

Proven Results

72
Faster AI application deployment and time-to-value
58
Improved LLM response accuracy and relevance
45
Reduced data integration complexity and costs

Key Features

Core capabilities at a glance

Universal Data Connector

Support for all data formats and sources

Seamlessly integrate documents, images, videos, databases

Semantic Search Engine

Intelligent content retrieval for LLMs

Contextually relevant results in milliseconds

Multi-Format Processing

Extract insights from diverse content types

Unified data representation across sources

Real-Time Data Access

Live integration with external data sources

Always-current information for LLM queries

Enterprise API

Programmatic control and customization

Complete integration flexibility and control

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Real-World Use Cases

See how organizations drive results

Enterprise Knowledge Management
Organizations deploy Carbon to enable LLMs to search and utilize company documents, manuals, and knowledge bases. This allows employees to interact with comprehensive institutional knowledge through natural language queries.
68
Enhanced knowledge accessibility and faster decision-making
Customer Support Automation
Support teams leverage Carbon to connect LLMs with customer databases, ticket histories, and product documentation. This enables AI-powered responses grounded in company-specific context and customer data.
74
Improved response accuracy and reduced resolution time
Research and Analysis
Research teams integrate Carbon with academic databases, research papers, and data repositories. LLMs can synthesize information across multiple sources to generate comprehensive analytical insights.
61
Accelerated research cycles and deeper insights
Compliance and Audit
Organizations use Carbon to connect LLMs with regulatory documents, audit logs, and compliance frameworks. This ensures AI applications remain compliant with evolving regulations and standards.
52
Reduced compliance risk and audit burden

Integrations

Seamlessly connect with your tech ecosystem

O

OpenAI GPT Models

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Direct integration with GPT-4 and GPT-3.5 for enhanced context-aware responses

A

Anthropic Claude

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Seamless connection to Claude models for improved reasoning with external data

G

Google Cloud Storage

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Native integration for retrieving documents and files from Cloud Storage

A

AWS S3

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Direct access to data stored in S3 buckets for document retrieval

N

Notion

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Connect team wikis and documentation from Notion workspace

S

Salesforce

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Access customer data and CRM records for contextual AI responses

P

PostgreSQL & MySQL

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Query structured data from relational databases in real-time

Virtual Delivery Center · A new delivery category

A Virtual Delivery Center for Carbon

Pre-vetted experts and AI agents in the loop, assembled as a delivery pod. Pay in Delivery Units — universal pricing across roles, seniority, and tech stacks. No hiring, no contracting, no procurement cycle.

  • Plans from $2,000 — Starter Pack, 10 Delivery Units, 90 days
  • Refundable on unused Delivery Units, anytime — no questions asked
  • Re-delivery guarantee on acceptance miss
  • Pre-flight delivery sizing — you see the plan before you commit
Get a delivery plan for Carbon What’s a Virtual Delivery Center?

How a Virtual Delivery Center delivers Carbon

Outcome-based delivery via AiDOOS’s VDC model. Why VDC vs traditional consulting? →

Outcome-Based

Pay for results, not hours

Milestone-Driven

Clear deliverables at each phase

Expert Network

Access to certified specialists

Implementation Timeline

1
Discover
Requirements & assessment
2
Integrate
Setup & data migration
3
Validate
Testing & security audit
4
Rollout
Deployment & training
5
Optimize
Performance tuning

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Alternatives & Comparisons

Find the right fit for your needs

Capability Carbon TIMi Suite Get Answer WebSpellChecker
Customization Excellent Excellent Good Excellent
Ease of Use Good Good Excellent Good
Enterprise Features Excellent Excellent Good Excellent
Pricing Fair Fair Excellent Fair
Integration Ecosystem Excellent Excellent Good Excellent
Mobile Experience Fair Fair Good Good
AI & Analytics Excellent Excellent Good Good
Quick Setup Good Good Excellent Good

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Frequently Asked Questions

What types of data sources can Carbon connect to?
Carbon supports documents (PDF, Word, text), images, videos, structured databases (SQL, NoSQL), cloud storage (S3, GCS), and SaaS platforms. The universal connector architecture accommodates new source types as needed.
How does Carbon improve LLM accuracy?
Carbon provides LLMs with relevant, contextualized information from your data sources. By grounding responses in actual organizational data, the platform significantly reduces hallucinations and improves answer accuracy.
Can Carbon integrate with our existing AI infrastructure?
Yes. Carbon provides REST APIs and SDKs for seamless integration with existing LLM deployments. Through AiDOOS, enterprises gain additional orchestration and governance capabilities for simplified management.
What is the typical implementation timeline?
Basic setup can be completed in days. Complex multi-source integrations typically take 2-4 weeks. AiDOOS marketplace resources can accelerate implementation through professional services and pre-built connectors.
How does Carbon handle data privacy and compliance?
Carbon implements encryption, access controls, and audit logging. The platform is designed to support GDPR, HIPAA, and other compliance frameworks. Data never leaves your infrastructure unless explicitly configured.
Does Carbon support real-time data updates?
Yes. Carbon provides real-time connectors for live data sources, ensuring LLMs always access current information. This enables responsive AI applications for time-sensitive use cases.

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