The market
Moderation is a universal, recurring cost with no trusted, transparent standard. Incumbents are black-box or human sweatshops.
Every platform on earth has a content problem it can't solve in-house.
Transparent · Explainable · Self-hosted
Every platform that lets users post has the same unsolved problem: moderation. It's outsourced to opaque vendors and offshore labor, it's now a legal liability — the EU's Digital Services Act fines failures up to 6% of global revenue — and the flood of AI-generated text, images, and deepfakes just broke the old keyword filters.
AGI is the fix, delivered as an API. A self-hosted AI-governance service that scores every piece of content across eight signals and returns a graded, explainable decision — the reason, a confidence score, and an appeal path. Not a black box. Your data never leaves your building.
It's a product every user-generated-content platform needs and almost none can build. So we sell AGI — and use the revenue to fund a consumer network (Konnect) that proves it in production. The safety layer is the business.
The Source Reliability signal, made interactive: reweight the criteria and watch sources re-rank in real time. Explainable by design — a score, the factors behind it, and the evidence.
Moderation is a universal, recurring cost with no trusted, transparent standard. Incumbents are black-box or human sweatshops.
Multi-signal + explainable + self-hosted is hard to build and rare to trust. We already run it in production.
API licensing & self-host deployment — recurring revenue per platform, priced on volume. Land with the API, expand across their surfaces.
The loop runs today: content → governed → explainable decision. Konnect is AGI's live reference customer, not a slide.
reason, confidence, and an appeal path — auditable by design, so platforms can prove compliance instead of hoping.Every verdict returns a reason, a confidence score, and an appeal path — logged and reportable. Incumbents hand back a black-box score. This is how a platform proves DSA / OSA compliance — where fines run to 6% of global turnover — instead of hoping a vendor covers them.
Runs on your infra with local models. Content never leaves your building — no third party sees your users' data.
Toxicity, manipulation, deepfakes and coordinated bot-networks — fused into a single graded decision.
Scores source reliability on a transparent rubric and surfaces it on demand instead of silently removing. Receipts, not suppression.
Sell the safety engine. Fund the network.Recurring AGI revenue is the business model — self-hosted licensing per platform, priced on volume. Konnect is the flagship that proves it and rides on top.
| Capability | Black-box vendors | Human review | AGI |
|---|---|---|---|
| Explainable decisions | opaque | inconsistent | reason + confidence + appeal |
| Data residency | sent to vendor | seen by contractors | self-hosted, stays on-prem |
| AI-content & deepfakes | partial | can't keep up | native multi-signal |
| Cost at scale | per-call rent | linear headcount | flat self-host |
| Compliance-ready | trust us | no audit trail | audit logs by design |
We're raising a round to harden AGI for enterprise deployment, land our first platform customers, and scale Konnect as the live proof. Capital goes to deployment engineering, model ops, and design-partner sales.
Investing, piloting, or partnering? Let's talk.