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Townsworth

For community-affairs teams at data centers, fabs and plants

Is your community‑benefits plan written for this town, or any town?

Townsworth checks a data center’s or plant’s draft plan line by line. It marks lines that name no local partner, keeps the local institutions the plan already names, adds places that town’s residents favour (from Qloo’s local taste data), and costs each item from your fund.

Open the Mount Pleasant auditProduct tour 2 min

Mount Pleasant, WI · data center

Consultant template, checked

+8local partners added

0 kept · 12 struck

Sponsor a STEM summer camp for local students

Struck · not local

Trades-training info night · University of Wisconsin-Parkside

7.9 km · $18,000

#4 of 50 places locals favour

Jobs, water, power and tax come first. The program sits on top.

Microsoft’s commitments in Mount Pleasant open the memo, each with its source.

Generic plan in. A costed, local program out.

Three layers, drawn from the Mount Pleasant run.

Skip the animation

  1. In

    Bring the draft

    The plan you already have. The facility’s commitments stay underneath it.

    • Jobs 2,000 jobs
    • Power 100% of new generation
    • Water 702,000 gal/day
    • Tax $1.4B minimum value

  2. Signals

    See where the town actually goes

    Qloo ranks the places within 15 km of Mount Pleasant by how strongly locals favour them.

    • #1 Racine Zoo
    • #4 University of Wisconsin-Parkside
    • #17 The Branch At 1501
    • #20 Fountain Banquet Hall

  3. Out

    Get a costed program for the committee

    Each item gets a venue or supplier and a cost from your fund. Residents rank it.

    The memo The ballot
    • $18,000 Trades-training info night
    • $24,000 Supplier day
    • $200,000 Community grant

Would AI alone write the same plan? We tested it.

AI alone names the institutions. Qloo adds the places the town actually goes.

AI alone against Townsworth in six host towns, with plans frozen before we measured.

Partners that are institutions

Lower means more of the places residents actually go.

AI alone74%
Townsworth37%

  • 84%

    of our local partners AI alone never named

    Qloo adds what the model doesn’t know.

  • 51%

    of the partners AI alone named could be confirmed

    On Qloo or OpenStreetMap, within 25 km.

  • 3%

    of picks change without Qloo’s taste ranking

    Ordered by distance instead: 1 of 7 in Mount Pleasant. Modest, and measured.

A directional check, not a study. Unconfirmed doesn’t mean invented. Method and limits

Open any host town. The picks change because the town does.

Every pick comes from that town’s own Qloo taste data.

Or type any town

Any US or Canadian host town gets the same check, memo and exports.

Fair questions.

Each answer opens the live screen.

Guardrails, built in

  • Jobs, water, power and tax come first

  • Not tied to any vote or permit

  • Residents set the order

  • No profiling of individuals

See a real plan, checked line by line.

Open the Mount Pleasant auditRun a pilot in your town