Agents · Multi-cloud · Situational awareness
Custom-built by UngerAI
A portfolio of 20 custom-engineered, bleeding-edge AI systems I have designed and built — spanning advanced Microsoft Copilot Studio agents, Azure AI Foundry multi-agent platforms, multi-cloud ecosystems that orchestrate across AWS, Azure, and GCP, and real-time situational awareness systems. Each product is mapped to its value proposition and concrete use cases across commercial, retail, federal, and military customers.
Author: UngerAI
★ A curated snapshot — not the full story.
This is only a recent, curated selection of projects. Over my career I have built thousands of projects across every domain and technology stack; these 20 are simply a representative sample of the kind of work I deliver.
20Custom-built production-grade systems
4Customer domains: commercial, retail, federal, military
3Clouds orchestrated: AWS, Azure, GCP
4Platform pillars across agents and awareness
Copilot Studio agents
Azure Foundry agents
Multi-cloud ecosystems
Situational awareness
01 Copilot Studio
SentinelDesk — Autonomous Tier-1/2 Ops Agent
A multi-topic Copilot Studio agent with generative orchestration, MCP tool calling, and human-in-the-loop escalation that resolves IT, HR, and facilities tickets end to end — triaging, acting across ServiceNow/Jira/Intune, and closing the loop.
Value: cuts mean-time-to-resolution by 60–80% and deflects 70% of tickets before a human touches them.
Copilot StudioMCPDataversePower AutomateEntra ID
CommercialRetailFederal
02 Copilot Studio
ClearanceGuide — Federal Onboarding & Vetting Agent
An advanced agent that walks cleared-personnel candidates through SF-86 prep, adjudication status, and continuous-vetting nudges, with strict PII redaction, sovereign data boundaries, and full audit topics.
Value: compresses security onboarding from weeks to days while maintaining defensible compliance evidence.
Copilot StudioGCC HighPurviewSensitivity Labels
FederalMilitary
03 Copilot Studio
ShelfMind — Retail Store-Ops Copilot
A store-associate agent embedded in Teams and handheld devices that answers planogram, price-override, and inventory questions, triggers restock workflows, and coaches associates with real-time upsell guidance.
Value: lifts basket size 8–12% and removes 90% of "ask a manager" interruptions on the floor.
Copilot StudioPower AppsAzure SQLAdaptive Cards
RetailCommercial
04 Copilot Studio
RFP Forge — Capture & Proposal Agent
A capture-management agent that ingests RFPs/RFIs, maps requirements to a compliance matrix, drafts win-themed responses with cited past performance, and routes color-team reviews automatically.
Value: doubles proposal throughput and raises compliance-matrix coverage to 100% before pink team.
Copilot StudioSharePointAzure AI SearchPower Automate
CommercialFederalMilitary
05 Copilot Studio
FieldMedic — Expeditionary Logistics Agent
A disconnected-tolerant agent for field maintainers that diagnoses equipment faults, pulls IETM procedures, and queues parts requisitions that sync when connectivity returns — voice-first for hands-busy environments.
Value: raises first-time-fix rates and keeps fleets mission-capable in DDIL conditions.
Copilot StudioEdge cacheAzure IoTSpeech
MilitaryFederal
06 Azure Foundry
AVA — Technical Project Intake Specialist
A Foundry hosted agent (gpt-5.4) with a real-time talking avatar, voice mode, and web-search grounding that runs structured discovery to turn vague ideas into build-ready requirements briefs.
Value: standardizes intake quality and shrinks discovery cycles from weeks to a single guided session.
AI Foundrygpt-5.4Speech AvatarGrounding
CommercialRetailFederal
07 Azure Foundry
OrchestratorX — Multi-Agent Mission Planner
A Foundry Agent Service orchestration where a planner agent decomposes objectives and delegates to specialist sub-agents (intel, logistics, comms) with connected tools, shared memory, and continuous evaluation guardrails.
Value: turns complex, multi-step planning into auditable agent workflows with measurable quality gates.
Foundry Agent ServiceConnected AgentsContinuous EvalTracing
FederalMilitaryCommercial
08 Azure Foundry
RAGuard — Sovereign Knowledge Agent
A retrieval-augmented Foundry agent over classified-adjacent corpora with hybrid vector search, fine-grained ACL trimming, citation enforcement, and groundedness scoring to eliminate hallucinated answers.
Value: delivers trustworthy answers with provenance, unlocking AI on sensitive document stores.
AI FoundryAzure AI SearchHybrid + SemanticGroundedness eval
FederalMilitaryCommercial
09 Azure Foundry
FraudLens — Real-Time Decisioning Agent
A low-latency Foundry agent that fuses transaction streams, device signals, and graph features to score fraud in-flight, explain its reasoning, and auto-issue step-up challenges or holds.
Value: blocks fraud losses while cutting false-positive friction that drives cart abandonment.
AI FoundryEvent HubsCosmos DBGraph features
RetailCommercial
10 Azure Foundry
MedScribe — Clinical Documentation Agent
An ambient Foundry agent that transcribes clinician–patient encounters, drafts structured notes to FHIR, suggests coding, and flags care-gap alerts — with PHI safeguards and clinician sign-off.
Value: returns hours per day to clinicians and improves coding accuracy and revenue integrity.
AI FoundrySpeechFHIRContent Safety
CommercialFederal
11 Multi-cloud
TriCloud Mesh — Federated AI Data Fabric
A governed data fabric that virtualizes datasets across AWS S3, Azure Data Lake, and GCP BigQuery, enforcing one policy plane so AI workloads query everywhere without copying data across clouds.
Value: kills data-gravity lock-in and lets teams train and infer where the data and GPUs are cheapest.
AWS S3Azure ADLSGCP BigQueryIcebergOPA policy
CommercialRetailFederal
12 Multi-cloud
SkyBroker — Cross-Cloud Inference Router
An intelligent model gateway that routes each prompt to the best-fit model across Azure OpenAI, AWS Bedrock, and Google Vertex based on cost, latency, capacity, and data-residency constraints — with automatic failover.
Value: 30–50% lower inference spend and resilient uptime when any single provider throttles or degrades.
Azure OpenAIAWS BedrockGCP VertexAPIMSemantic cache
CommercialRetail
13 Multi-cloud
AegisControl — Multi-Cloud Zero-Trust Plane
A unified identity, policy, and posture-management control plane spanning AWS, Azure, and GCP that normalizes IAM, enforces zero-trust segmentation, and continuously remediates drift against CIS/NIST baselines.
Value: one pane of glass for cross-cloud security posture, slashing audit prep and breach exposure.
EntraAWS IAMGCP IAMTerraformNIST 800-53
FederalMilitaryCommercial
14 Multi-cloud
OmniStream — Tri-Cloud Event Backbone
A globally distributed event backbone that bridges AWS Kinesis, Azure Event Hubs, and GCP Pub/Sub with exactly-once semantics, schema governance, and replay — so real-time pipelines survive a full-cloud outage.
Value: continuous data flow and disaster resilience even when an entire cloud region goes dark.
AWS KinesisEvent HubsGCP Pub/SubSchema Registry
CommercialRetailFederal
15 Multi-cloud
GridShift — Sovereign Multi-Cloud Burst Compute
A workload-portability platform that packages GPU jobs as portable containers and bursts them across AWS, Azure, and GCP — or into sovereign/air-gapped regions — to chase capacity while honoring data-sovereignty rules.
Value: guarantees GPU capacity for surge demand without violating jurisdictional data boundaries.
KubernetesKarpenterKEDAConfidential compute
FederalMilitaryCommercial
16 Situational awareness
OmniWatch — Common Operating Picture
A real-time COP that fuses sensor, GIS, weather, and OSINT feeds into a single geospatial display with AI-driven track correlation, threat ranking, and what-if course-of-action simulation.
Value: collapses decision latency by giving commanders one trusted, ranked picture of the battlespace.
Azure MapsDigital TwinsStream AnalyticsCesiumJS
MilitaryFederal
17 Situational awareness
SignalSense — Multi-INT Fusion Engine
A fusion engine that correlates SIGINT, GEOINT, and OSINT in real time, deconflicts duplicate detections, and surfaces emerging patterns-of-life with confidence scoring and analyst-in-the-loop validation.
Value: turns overwhelming raw feeds into prioritized, explainable intelligence leads.
DatabricksVector DBGraph analyticsGeospatial ML
FederalMilitary
18 Situational awareness
StoreGuard — Retail Loss-Prevention Awareness
A computer-vision awareness system that monitors store camera networks for ORC patterns, sweet-hearting, and queue anomalies, alerting loss-prevention in real time with privacy-preserving on-edge inference.
Value: cuts shrink and organized retail crime losses while protecting shopper privacy at the edge.
Azure AI VisionEdge GPUEvent-driven alerts
RetailCommercial
19 Situational awareness
CyberHorizon — Threat Situational Awareness
A cyber-SA platform that fuses EDR, network, identity, and threat-intel telemetry into a live attack-surface graph, runs AI anomaly detection, and auto-builds incident timelines with recommended containment actions.
Value: shrinks dwell time from days to minutes and arms SOC analysts with ranked, explained threats.
Microsoft SentinelKQLGraphSOAR playbooks
FederalMilitaryCommercial
20 Situational awareness
PortPulse — Critical-Infrastructure Awareness
A digital-twin awareness system for ports, bases, and supply nodes that fuses IoT, AIS vessel tracks, and access-control data to predict congestion, detect intrusions, and orchestrate emergency response.
Value: keeps critical infrastructure flowing and secure with predictive, twin-driven early warning.
Azure Digital TwinsIoT HubAIS feedsTime-series ML
FederalMilitaryCommercial