450,000 children go missing in America every year. 57,000 more sit unidentified in evidence databases. The people working to find them are extraordinary. The tools they have are not.
AI built to protect children.
Built by humans who refuse
to look away.
Lighthouse is 11 AI-native platforms for child protection — prevention, identification, and survivor support. Built to close the gap between what the technology makes possible and what's actually deployed in the field.
11 AI-native platforms. One mission.
Lighthouse · TwinFlame Group
Keep children from being taken.
The average grooming cycle takes 6 weeks. Predators study each child before they move. Five platforms that give families, organizations, frontline workers, and the platforms themselves the intelligence to interrupt the cycle before it ends.
Bring them home when they are taken.
Every hour after a child disappears, the probability of recovery drops. Five platforms built to collapse that clock — from the moment a youth is flagged at risk to the moment an investigator has a prioritized lead in hand. Speed, intelligence, coordination.
Survivor case management and safe home operations.
Rescue is the headline. What happens in the years after rarely makes the news. Survivors face case management, identity restoration, housing instability, and re-trafficking risk — with organizations doing heroic work on broken tooling. Restore OS gives them the infrastructure they deserve.
11
AI-native platforms
450K+
Missing children reported annually
57,000
Unidentified victims in CSAM databases
17,500
Police depts. with no specialized tools
The tools don't exist.
The data does.
The organizations doing this work are extraordinary. The systems they work inside are not. Case workers manage impossible caseloads with generic software. Investigators chase leads through Excel. Hotlines route calls to the wrong jurisdiction. Reports arrive with no data to act on.
The technology to do better exists. Behavioral pattern detection, cross-platform identity crosswalks, AI age-progression, real-time case intelligence — none of this is science fiction. It is not deployed because no one has built the infrastructure layer that makes it deployable at scale, with the governance safeguards that work this sensitive demands.
Lighthouse is that layer. Not a nonprofit. Not a surveillance contractor. An infrastructure company with a mission: the moment before the harm, and the moment after the disappearance.
NCMEC 2024 Annual Report
Marinus Analytics Congressional Testimony, Dec 2025
Sen. Grassley letter to NCMEC, Mar 2026
DOJ OJJDP Missing Children Statistics
Pilot partners
Schools, youth organizations, and hospitality operators who want to deploy Phase 1 platforms before general availability. We are looking for 3–5 pilot partners per platform. No cost during pilots.
Institutional backing
Mission-aligned investors, foundation grants, and corporate philanthropy that understand the difference between a product and a movement. Phase 1 is pre-revenue by design — credibility before commercialization.
Domain expertise
Child welfare practitioners, trauma specialists, ICAC investigators, and human trafficking researchers who can validate the platform design before it reaches production. We refuse to ship without this.
This platform exists because the technology exists. The data is there. The patterns are learnable. The only thing missing is the infrastructure to act on what we already know. That is what we are building.