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AI Picks & Shovels Watch

Boston Made / shared intelligence layer

AI Picks & Shovels Watch

A common operating vocabulary for the Boston Made ecosystem: what is contracted, where the bottlenecks are, who is quietly benefiting, and which claims still need evidence.

One signal system across the network

The same normalized record, confidence labels, and six score families now anchor executive monitoring, editorial evidence, facility intelligence, and opportunity mapping.

Paxton / SCOUTExecutive watch, entity graph, supplier and site mapping.Boston Made ReaderSource-first evidence desk and public research context.ATLASFacility intelligence, operations memory, and workflow layer.Kingswell / KEYSTONEObscure-company discovery, diligence, and opportunity mapping.Fenway WebCustomer-facing portals and operator experiences.

Shared scoring language

Contract QualityDisclosure, take-or-pay, prepayment, repeat customer, source reliability.
Commercial MomentumNew commitments, expansions, anchor customers, and delivery milestones.
Obscurity / DiscoveryUnder-covered entities with evidence of material participation.
Bottleneck ExposurePower, cooling, optics, connectivity, construction, and operations risk.
Capacity ExpansionMW/GW path, additional orders, options, and regional build-out.
Parallel OpportunityExplicit mapping to BOSSTOX, SCOUT, ATLAS, Fenway Web, and KEYSTONE.

The current live surfaces contain six seeded developments: QumulusAI, Alignment Engine, Corning/AT&T, Firmus/Meta/OpenAI, Aligned/Phaidra, and Delta. Facts are source-linked; analysis is labeled; undisclosed values are not inferred.

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