TradlyTradly Memory

    Compare · Event pipelines

    Snowplow owns your pipeline. Who owns your growth?

    Snowplow's promise is total control over your event data — built by your data engineers, hosted in your own stack. Tradly Memory gives you first-party, tenant-isolated behavior data without turning analytics into a platform project.

    The gap

    A pipeline is a means, not an end

    Snowplow is beloved by data teams because it solves tracking infrastructure: schemas, enrichment, S3-based storage, and full ownership. The cost is operational — someone must build, own, and maintain the whole thing.

    Snowplow's model is bring your own infrastructure: you run collectors, enrich your events, define schemas, and land data in your own warehouse. If you already have a data engineering org, that's a real advantage — your data, your schema, your tools.

    For most companies the pipeline becomes the project. Monitoring, schema migrations, GDPR deletion workflows, and querying all shift onto your team. Meanwhile the output is still raw events: you've built a firehose, not answers. Tradly Memory is the managed equivalent of the good parts — you own and control your behavioral data in an isolated tenant — with intent, recommendations, and MCP agent access already built on top.

    Head to head

    Snowplow vs. Tradly Memory

    What you getSnowplowTradly Memory
    You own your behavioral data Yes Yes
    No pipeline to operate No Yes
    Schema-free tracking No Yes
    Per-visitor intent profiles No Yes
    Customer memory across sessions No Yes
    Recommendations + agents / MCP No Yes
    Tenant-isolated by default No Yes

    Where it falls short

    Three things a raw pipeline won't give you

    1. Answers instead of raw events

    Snowplow delivers well-typed events to your warehouse. Turning those into "this visitor has high intent" is now your BI team's job, week over week.

    2. Privacy operations for free

    Collecting more data means more deletion requests, retention rules, and access controls to build yourself. Tenant isolation should be the default, not a project.

    3. A surface your agents can use

    Agents query memory, not warehouses. Without an MCP layer, your AI stack gets nothing from the pipeline.

    The difference

    Run infrastructure, or run growth

    Snowplow: your infrastructure

    Collectors, enrichments, schemas, and a warehouse — yours to operate.

    Tradly Memory: your answers

    First-party behavior in an isolated tenant, packaged as intent and memory.

    Skip the pipeline. Keep the advantages.

    First-party, tenant-isolated behavior with intent, memory, and MCP agent access — zero infrastructure to operate.

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