human-in-the-loop review

adams bridge combines proprietary technology, AI-enabled workflows, and experienced operations teams to help companies manage complex documents, data, decisions, and recurring business processes. It serves document-heavy industries including insurance, healthcare, and real estate, offering document intelligence, workflow management, data and reporting, and operational support.

AI-enabled workflowscontract abstractiondata normalization and reportingdocument intelligencelease administrationmedical record retrievalmultilingual document supportoperational supportWorkflow management

Argonath is the agentic operating layer for complex organizations. It connects systems, data, documents, and people so AI agents can automate work, surface insight, and coordinate decisions across the enterprise. Argonath is deployed at engineering and construction firms, industrial manufacturers, logistics operators, energy companies, real estate portfolios, and defense-adjacent enterprises.

AI agentsaudit trailsnative integrationsoperational graphscoped permissionsworkflow orchestration

Ark CV provides AI-based fish-passage monitoring for fisheries teams, adapting to the cameras, sensors, and footage already available on site. It offers traditional video passage monitoring and acoustic passage monitoring, with a human-in-the-loop review process and near-real-time outputs. At Wells Dam, Ark CV agreed with human counts 98.7% of the time during peak sockeye migration across more than 32,000 fish.

acoustic passage monitoringAI analysisfeasibility assessmentnear-real-time reportingquality assurancesite validationvideo passage monitoring

Brainstrom A.I. builds agentic AI systems with human gates, founded and run by Steven Novotny in Monument, Colorado. The company provides agent teams with implementer, reviewer, and supervisor agents, retrieval over client material with citations, multi-agent scoring against explicit rubrics, and serverless delivery on AWS. It has delivered a live pilot for a statewide university collaboration and serverless endpoints for a church app.

Agentic AI Systemsmulti-agent scoringretrieval with citationsserverless delivery on AWSTerraform infrastructure

Brim Analytics provides an AI-guided chart abstraction platform that uses large language models to extract structured data from unstructured medical records, with human-in-the-loop review and evidence for every data point. The platform installs on-premise or in AWS/Azure and integrates with institutionally-approved LLM endpoints. It supports medical research, registry abstraction, clinical trials, clinical workflows, and pharmaceutical research.

AI-guided chart abstractionAWS/Azure deploymentHIPAA compliance access logginglarge language model integrationon-premise deployment

Canvass Labs is a San Diego-based AI/ML software company developing tools for secure code analysis, vulnerability discovery, and legacy software modernization. It combines static analysis, dynamic testing, fuzzing, code intelligence, and AI-assisted review into a human-in-the-loop workflow for high-trust software environments. The company works through government R&D, teaming partnerships, and selected commercial engagements.

AI/ML software developmentcode intelligencedynamic testingfuzzingLLM-assisted reasoningsecure refactoringstatic analysisvulnerability triage

Cinder provides trust and safety operations infrastructure for the AI era. It transforms policies into agentic workflows that make accurate decisions at scale, protecting platforms from abuse, fraud, and manipulation. Cinder agents validate prompts and outputs, escalate sensitive cases, measure quality, and improve safeguards over time.

AI red teaming and evaluationaudit trailsconfigurable rules enginecontent moderationdata labelinghash-matchingmanaged operationsquality assurance

Decision Systems Lab builds AI workflow systems that deliver auditable, source-traceable intelligence for Department of War programs and government agencies, with human review at every gate. Its proprietary Knowledge Factory Operating System (KFOS) executes structured, multi-step analytical workflows with automated quality-control verification, human approval gates, and complete audit trails. The company is a SBA-certified Woman-Owned Small Business located in Orange County, California.

AI workflow systemsaudit trailsautomated quality-control verificationMarket Researchmulti-agentic systems with service orchestrationorganizational isolationproposal evaluationsource selectiontechnology assessmentvendor intelligence assessment

Elyon Labs LLC is an SBA-certified Service-Disabled Veteran-Owned Small Business (SDVOSB) and Small Disadvantaged Business headquartered in Frederick, Maryland. It helps government agencies, regulated organizations, and prime contractors govern, assess, validate, and deploy trustworthy AI systems through explainable AI oversight, responsible AI advisory support, risk oversight, and its patent-pending Lexa Shield technology.

AI governanceAI validation and assuranceconfigurable text-pattern intelligenceexplainable AI auditingmultilingual workflowsNIST AI RMF-aligned implementation planningresponsible AI advisorysemantic-intent analysis