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Overview Context graph
← Lab

Decisions that survived contact with data.

Short notes from live builds. The move, the constraint, the result. Not thought leadership.

  1. 01
    Identity conflict queue

    Affinity people and companies with colliding emails or domains get parked, not overwritten, until a human picks the surviving record.

  2. 02
    Advisor relationship backfill

    194 PE advisors linked to deals after the inherited Attio workspace treated them as leftover CRM noise.

  3. 03
    Column reconciliation before import

    Credo’s source columns were mapped, typed, and counted before any Attio write. The import only ran after the reconciliation matched.

  4. 04
    Native workflows, no glue

    Fifteen native Attio workflows shipped in one day for a carbon-credit pipeline. Zero n8n. 156 accounts on cadence.

  5. 05
    Multi-currency LP commitments

    USD and BRL tracked side-by-side across LPs, commitments, funds, SPVs, and deals. Capital status is a field, not a spreadsheet.

  6. 06
    Broker lists into one Investors object

    1,032 investor records consolidated from broker-tagged lists. Deal value moved onto Deal records. Broker attribution survived.

  7. 07
    Stripe customers without a second CRM

    339 Stripe customers backfilled into Attio. MRR, plan, and churn live next to the sales record. Dedup watches 9,000+ people.

  8. 08
    Event history without replacing the event platform

    11,000 attendances and 117 events backfilled into Attio. The live event stack stayed. Three workflows handle onboarding, RSVP, and attendance.

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