04 · Specialized Capabilities
Where AI meets
the real world.
Behind the advisory work sits a proven team of cloud, MLOps, AI/ML,
and GenAI engineers and scientists, which means we can leave the
room with a deployed system, not just a memo.
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/ 01
Multi-modal agentic platforms
Production agentic systems fusing speech, text, telemetry, and sensory data as inputs, orchestrated end-to-end, observable in production, with humans in the loop where it counts.
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/ 02
Edge, cloud, and air-gapped AI
Architecting AI for the environment it has to live in, public cloud, hybrid, on-prem, or fully air-gapped deployments for regulated, defense, and sensitive-data settings.
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/ 03
Salesforce extensions & add-ons
Custom features, plug-ins, and AI add-ons that extend Salesforce into the workflows it doesn't natively cover, agent assistance, predictive scoring, and AI-driven analytics layered into the surfaces sellers already use.
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/ 04
Battery analytics & energy AI
Hybrid physics-informed + data-driven SOH/RUL models, knee-point detection, fleet monitoring, and digital twins for energy storage integrators and asset owners.
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/ 05
Cyber-physical security & resilience
Resilient consensus, attack detection, and secure autonomy for connected devices, vehicles, and control systems, drawn from the founder's MIT and IEEE research.
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/ 06
Digital twins & Industry 4.0
Factory, fleet, and grid digital twins connecting IIoT data, machine learning, and control theory, real-time dashboards with actionable recommendations.
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/ 07
Web development & AI surfaces
Production web applications, marketing sites, dashboards, and AI-powered web surfaces. Modern stacks (React, Next.js, Astro, Vue), API design, and full-stack delivery for AI features that need a clean front door.
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