chainlinks case studies · we run on our own stack

We run our own businesses on this stack.

Most AI consultancies have nothing of their own to point at. ChAInLinks LLC operates 3 production products on the exact infrastructure that ships to clients. Same Linked Crews, same agent stack, same compliance posture, same token + claim flow. If you want to know what Chainlinks can do for you, look at what it already does for us.

ScrimmageLab

Live in production · Linked Crews operate it

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what it is

Fantasy football analytics built on 27 seasons of NFL data — 169,682 stat lines across 17,369 players, 7,276 games. Composite rankings, weekly projections, trade analysis, start/sit calls.

how chainlinks runs it

The ENTIRE content engine — research articles, weekly updates, data analysis pipelines, draft guides — is operated by ChAInLinks Linked Crews. This is the consultancy platform running a real consumer product end-to-end. Not a demo, not a sandbox.

proof: Live + indexed + content shipping weekly during NFL season

Reactivation OS (loyalty/email)Reviews + Referrals OS (user community)

ForgeStat

Live beta

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what it is

AI-powered data analysis and reporting platform. Upload a dataset, pick an analysis path (Quick, ForgeBrain full diagnostic, charts, business tools), get a polished PDF report with model performance, anomalies, group comparisons, executive summaries.

how chainlinks runs it

Standalone product AND optional bundle for Chainlinks engagements. When a client needs analytics layered on top of their Linked Crew deployment, ForgeStat is the agent that runs it.

proof: 419 ML/statistical tools, dual-model verified reports, in beta with first users

Bundled with any Retainer engagement

Meet Eddie

Coming soon · Android first

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what it is

Easy-to-use AI voice helper that lives on your phone. No menus, no setup, no learning curve. Watches notifications, drafts replies, sets reminders, warns about scams, keeps family in the loop.

how chainlinks runs it

Showcases what Chainlinks can ship as a consumer-grade AI product. Same backend stack: agent + persona + token + audit + claim flow. Same compliance posture.

proof: Site live, app in build, deployment infrastructure live on our private nodes

Speed-to-Lead OS (signup nurture)

infrastructure that runs all of this

ChAInLinks LLC operates private infrastructure purpose-built for AI agents: 30+ agent deployments across 6 dedicated nodes with ~76 GB of always-available GPU capacity, plus reserve capacity for high-end workloads. The same infrastructure stays load-bearing for client deployments — or we can ship to your cloud, your VPC, or your on-prem.