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Your AI forgets. Chaperone remembers. It spots when a tool’s description changes and asks you before it runs. Nearly 1 in 5 MCP servers changed what their tools claim in 35 days.
“Turning every citizen complaint into intelligent action — building smarter, cleaner, and safer cities with AWS and Generative AI.”
VaultAlexa+ is an Alexa+ agent that stops impulse buys: ask “can I afford this?” and it checks your budget and bills, then approves or blocks. Sellers get stockout alerts and draft purchase orders.
Human-first elder care built on the Ring cameras families already own
Bee hears your work talks; Why logs each decision and its reason, alerts you in Bee when you change your mind, and lets coding agents check a change against past decisions.
A Fire TV app that explains each moment of a real soccer match to everyone in the room at their own level, remembers what each person learned, and answers questions from a phone or Alexa.
Your friends' recommendations, waiting on your TV.
A safety net in your own words: "If I haven't said good night by ten, let Dana know." An Alexa+ add-on that closes the loop when you speak, and tells family only when you don't.
A Ring camera watches the fridge door; Amazon Bedrock Nova logs what goes in and out, so Alexa+, your phone and your TV always know if you have soda.
A privacy-first caregiving agent that learns an older adult's daily rhythm from Ring sensors, asks her first when something's off, and tells family only with the evidence.
Detect Recalls. Protect Lives.
Hands-on AWS reference architectures covering VPC networking, load balancing, static website delivery, and serverless APIs.
BEST ASSISTANT EVER
Transforming ambient commerce with a simulated Alexa+ experience powered by a Streamable HTTP MCP server.
Never Unknow the Unsafe
Hear which B2B deals are at risk, why, and act by voice. Watchfloor is an ambient RevOps agent orchestrating CRM updates and Slack alerts via MCP and Kiro Crew. Nothing happens without your yes.
MIRAGE-SHIELD protects Indian households from digital arrest scams by verifying caller claims against doorbell evidence and coordinating AI-assisted alerts, payment safeguards, and family protection.
Give Alexa a budget, not a to-do list. An Alexa+ add-on that plans household errands with real products and local businesses, and places payment holds only inside the rules you set.
An Alexa+ MCP server that learns a parent's daily routine, spots missed pills or meals, checks in by voice, and alerts family only when it matters. Private, explainable, built on AWS.
AI-assisted flood early warning for Himalayan villages: forecasts become a spoken Hindi alert on every phone, approved in one tap, and each person confirms they heard it.
A flood early-warning loop for Himalayan villages. Forecasts become a spoken Hindi alert on every phone, an officer approves it in one tap, and each person confirms they heard it.
An Alexa+ add-on for families looking after a parent. It notices the care nobody has taken on yet, like the ride to Dad's eye check-up, and asks the right person. It never assigns.
The courier signs. The house countersigns. Your Ring doorbell checks its own footage and signs a receipt: delivered, not observed, or can't tell. The video never leaves home.
Voice-first AI care coordination for families supporting older adults living independently, with specialized agents, safety checks, approvals, and follow-up.
