human-in-the-loop automation

Enterprise Platform Execution & Governed AI Adoption Transform Platform Investments into Measurable Business Value Connect ACG Native Solutions helps organizations unlock measurable value from enterprise platforms they already own—through disciplined execution, accountable governance, and responsible AI enablement. Our work is Salesforce-led, with operating models applicable across enterprise platforms. The NATIVE Model™ A systematic framework for platform execution N Navigate the Current State A Align to Outcomes T Translate Strategy into Execution I Implement with Governance V Validate Adoption & Value E Evolve Responsibly Foundation Built on operational reality, not aspiration Governance First Accountability and trust built into every stage Outcome: Sustained value—not short-term wins NATIVE Model™ Execution Framework Designed to reduce risk, increase trust, and ensure sustained.

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Adoption AnalyticsAI governance and explainability designchange enablementConfiguration-first deliveryfractional executive leadershipGovernment subcontract executionPlatform optimization and modernizationprogram governanceSalesforce platform optimization

Ad hoc Research builds governed AI and digital twin platforms for U.S. Government agencies and enterprises. Its DarkStax platform combines digital twins, cognitive agents, and governed workflows so organizations can simulate and validate decisions before deployment. The company was founded by engineers, veterans, and technologists and serves defense, telecom, and public sector clients.

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adversarial simulationAI assurance and validationcloud, hybrid, edge, and air-gapped deploymentcognitive agent orchestrationcyber range simulationdigital twin modelinglow/no-code workflow modelingred team automationsecure integration