LLM fine-tuning

Abacus.AI is the state-of-the-art SuperAssistant and agentic platform built to automate white-collar work. Over 3M professionals, small businesses, and enterprises, including dozens of the Fortune 500, run on Abacus.AI. Headquartered in San Francisco, the company was founded by Google, Amazon, and Uber veterans Bindu Reddy and Arvind Sundararajan.

AI agentsAI workflows and automationdata connectorsfull-stack and mobile app buildingimage, video and audio generationin-VPC deploymentSSO and permissionsvector stores and RAG

Asset Foundry builds production AI systems for government and enterprise, including intelligent process automation, real-time voice agents, and agentic workflows. The company is based in Lake Worth, FL, is SAM.gov registered as an active small business vendor, and runs its AI stack on FedRAMP-authorized AWS GovCloud infrastructure supporting DoD IL4/IL5.

AI business process automationAmazon BedrockAWS GovClouddigital transformationEMR/EHR integrationIntelligent Document Processingmulti-agent orchestrationpredictive analytics & reportingRAG pipelinesRPARust/Python Lambda backendsvoice agentsworkflow automation

Augmented is an innovation firm with over 15 years of experience that builds AI systems designed to work with people, not replace them. The company works with startups and global enterprises to streamline operations and accelerate decisions, using a sprint-based approach that delivers working software every two weeks. It offers AI strategy, prototyping, product design, custom software, modernization, and applied AI delivery.

API design and integrationsCloud architecturecomputer visioncustom software developmentDevOpsLegacy system modernizationmachine learningnatural language processingproduct designprototypingworkflow automation

Christopher Queen Consulting is a one-person AI engineering practice based in Jacksonville, Florida. It offers a one-week, fixed-price AI Ops Audit that traces LLM spend and failures and grades five dimensions A-F, plus a 30-day fixed-scope build delivering RAG, agents, MCP servers, and production hardening. The owner also built and operates LEM, an MIT-licensed LinkedIn Engagement Manager SaaS.

AI agentsAI Ops auditingAWSevalsLLM cost and reliability analysisMCP serversproduction hardeningPython developmentRAG developmentTypeScript development

Defined.ai is an AI data marketplace and services provider that enables enterprises to buy or commission high-quality training data for artificial intelligence, including speech, text, image, video, and multimodal datasets. It offers custom data collection, data annotation, model evaluation, machine translation, and conversational AI solutions, with a focus on multilingual and domain-specific data. The company states it is ISO 27001, 27701 and 42001 accredited and GDPR and HIPAA compliant.

data annotationdata collectionhuman-in-the-loop workflowsmachine translationmodel evaluationmultimodal data collection

The ELHS Institute educates healthcare communities about the democratization of GenAI and learning health systems (LHS) and conducts health system sciences research on predictive healthcare within equitable learning health systems. Located in Silicon Valley, it provides a free ELHS GenAI Copilot Platform for medical students, doctors, nurses, and healthcare professionals, and offers technical support for healthcare teams globally to conduct GenAI research and build equitable LHS units.

copilot customizationGenAI research supportLLM deploymenttraining on GenAI and LHS

Enabled Intelligence specializes in data labeling and AI annotation services, focusing on sensitive and classified datasets. The company transforms raw, unstructured, and complex data into accurate, secure, and reliable training data, AI models, and intelligence for mission-critical government and commercial applications. It provides AI data quality solutions with expert-in-the-loop technology for customers with high-consequence missions.

AI annotationAI model developmentAI model testingdata curationdata labelingFeature extractionnatural language processingobject classificationobject detectionobject trackingpattern detection