wdmUI/docs/00-vision.md

Vision

What Blocao is

Blocao is a distributed edge AI platform for sites that need video and audio forensics with full data sovereignty. It runs on commodity hardware (OpenWrt routers + RK3588-class compute), uses open-source AI engines (Frigate, Whisper, pyannote), and stores everything on-site by default. The hub, when used, runs on operator-owned EU sovereign infrastructure — never on a hyperscaler.

The product is sold as a vertically integrated platform: hardware, firmware, console, AI stack, optional fleet management. Customers own their data, their encryption keys, their audit trail.

What Blocao is not

• Not a SaaS. Customers don't pay per-camera-per-month for cloud features. The cost model is hardware + optional support contract.
• Not a re-skin of an existing VMS. The product reaches deep into the network layer (router, VLANs, MQTT broker, GitOps) and the AI layer (Frigate config, embeddings, voiceprints) — it owns the full stack.
• Not built on hyperscalers. AWS, GCP, Azure are not in the critical path. They can be optional sinks for backups but never the source of truth.

Why this matters now

Three trends converge:

1. Sovereignty is becoming non-optional. EU regulators are tightening on extraterritorial data flows post-Schrems II. Argentina's AAIP and similar bodies in LATAM are following. Customers can't put video of identifiable people on US-jurisdiction clouds without legal exposure.
2. Edge AI hardware became cheap. RK3588 with 6 TOPS NPU costs <€200. Two years ago this required a Jetson at €700+. The cost case for "ship raw video to cloud and let GPUs in there process it" no longer holds.
3. Open-source AI is competitive. Frigate, Whisper, pyannote, CLIP, and small LLMs do for video and audio what was vendor-locked SaaS three years ago. The integration work — making them production-grade and operator-friendly — is the value-add.

The window where a sovereign, edge-first, open-source-stack alternative is differentiated is now. In three years, every VMS will claim "we run on edge too" but they'll still tether to vendor cloud.

Who buys this

Three customer profiles, in order of validation:

1. Mid-sized industrial / agropecuario sites (LATAM, especially Argentina). They have many cameras, low connectivity, sovereignty concerns mostly driven by IT skepticism of US cloud. They want PoE-equivalent solutions over long distances (HaLow story).
2. Small municipalities and event perimeters. Public-space surveillance with strict retention laws (CABA Ley 5.688, BCRA for banking). They need on-site retention with auditable policies.
3. EU SMBs and multi-site retailers. GDPR exposure is the trigger. Need fleet management across <50 sites, with consolidated investigations and evidence-grade exports.

We're not initially targeting:

• Large enterprises with existing Genetec/Milestone deployments — switching cost too high.
• Police / national security buyers — long sales cycles, evidence chain has to be fully done first.
• Pure consumer market — the product is too operator-heavy.

Three-year arc

Year 1 (2026): ship MVP, land 5-10 reference customers in Argentina + Spain. Validate the demo path. Refine based on real ops feedback.

Year 2 (2027): scale to ~50 sites under management. Add transcript forensics as second product line. Open partner channel (resellers self-host hubs).

Year 3 (2028): cross 200 sites. Evidence chain v2 production-ready. Expand to 3-5 EU markets. Optional: hardware partner deal for dedicated Blocao Cell SKU.

After year 3, the strategic question is whether to remain an independent vendor, partner with a security integrator, or be acquired by an open-source-friendly platform vendor (Hetzner, Cloudflare for the sovereignty thesis, or a major OEM for the hardware vertical).

Bet structure

The bet is that:

1. Sovereignty + open-source + edge AI is a defensible positioning (each one alone isn't, the combination is).
2. The integration work is the moat. Anyone can install Frigate and Mosquitto. Making them work end-to-end with GitOps, evidence chain, fleet management, and an operator-grade UX is the hard part.
3. LATAM is underserved. Verkada and Rhombus don't sell well there. Hikvision dominates but on price and supply-chain concerns. Blocao has room.
4. Demo-quality first impression matters. A SCADA-style live diagram landing view is worth more than a feature-checklist marketing page.

If any of these turn out wrong, here are the failure modes:

• Sovereignty turns out to not be a strong enough trigger → add cloud-bridge as opt-in to lower friction.
• Integration moat erodes (someone packages Frigate + Mosquitto + console) → keep moving fast on multi-AI fusion and evidence chain.
• LATAM doesn't grow → pivot focus to EU SMB.
• Demo doesn't land → iterate the demo until it does, this is recoverable.

What success looks like

End of year 1: 5-10 customers running Blocao in production, no major sovereignty incidents, MVP demo converts at >25% of qualified leads.

End of year 3: 200+ sites, recognized as the sovereign alternative in LATAM and parts of EU, transcript product validated, first acquisition interest if we want it.

Above all: the platform that lets a small town, a logistics yard, a marina, or a regional bank branch get serious surveillance without sending their video to a US tech company.