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Compassがマーケティングツールに直接接続し、CSV出力やデータチーム待ちなしでSlack内でパイプラインや広告費、営業会話について質問可能に。
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Dagster社が提供するSlack向けAIデータアナリスト「Compass」は、マーケティング・営業データの分析プロセスを革新するツールです。従来、パイプラインのパフォーマンス、広告費の効率性、営業会話の実態といった疑問に答えるには、Salesforce、Google Ads、Gongなど多数のツールに散在するデータを、CSVエクスポートやダッシュボードの手動作成、データチームへの依頼といった時間のかかる方法で集約する必要がありました。既存のSaaSツール内蔵分析機能も、固定的なダッシュボードに限定され、履歴やトレンドの分析、異なるツール間での洞察統合、追加質問への対応が困難という課題がありました。
Compassはこの問題を解決します。Slack内で自然言語で質問するだけで、数秒で信頼できる回答を得られます。ダッシュボード構築やSQL記述は不要です。新たにPolytomic連携により、シンプルなOAuth認証で主要なSaaSツールを直接接続でき、パイプラインやデータウェアハウスの構築を待たずに即座に質問を開始できます。接続後、Compassはデータを取り込み、同期を維持し、会話形式での探索を可能にします。広告効果のトレンド分析、営業活動の詳細調査、これまで連携できなかったツール間を横断したパターン発見などが、エクスポートやダッシュボード再構築、依頼チケットなしで実現します。
その仕組みは、ユーザーがツールへの接続（Connect）後、Slack内で自然言語で質問（Ask）すると、Compassが接続された全データソースを分析し、作業場であるSlack内に回答や洞察を返す（Get answers）というものです。背後ではPolytomicが安全なデータ取り込み、スキーマ正規化、データの最新状態維持といったインフラを処理します。
データエンジニアにとって、Compassはデータチームを迂回するものではなく、反復的なアドホックな問い合わせ業務から解放し、より付加価値の高い業務に集中できる環境を提供します。ビジネスユーザーはセルフサービスでGTMデータにアクセスできますが、ガバナンスはデータチームが保持したままです。これにより、組織のGTMエンジンは、データへの高速なアクセスという現代的なスピードを取り戻すことができます。
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Meet Compass — Dagster’s new AI data analyst for Slack. Turn questions into trusted insights, instantly. Try Compass now →Discover What assets do best, an animated, narrated story about how data assets work together. Watch now →
Try Dagster+Sign InCompass now connects directly to your go-to-market tools, letting you ask questions about pipeline, ad spend, and sales conversations in Slack without exporting CSVs or waiting on the data team.
You need to answer a question about pipeline performance, ad spend efficiency, or what's actually happening in your sales conversations. The data exists, scattered across Salesforce, Google Ads, Gong, and a dozen other tools.
So you do what everyone does: open three tabs, export some CSVs, wait for dashboards to load, and try to piece together an answer from systems that were never designed to talk to each other.
Or you file a ticket with the data team. And wait.
Every SaaS tool promises built-in analytics. Every one of them delivers the same thing: rigid dashboards that give you a snapshot of the current state at best, and makes it very difficult to do historical, trend analysis, and forecasting. Want to slice data differently? Rebuild the report. Want to connect insights across tools? That's a different product. Want to ask a follow-up question? Start over.
Your go-to-market engine runs on speed. But getting answers from your own data feels like it's stuck in the past.
Compass Now Connects to Your GTM Stack
Compass is a Slack-native AI analyst built by Dagster Labs. Ask a question in Slack, get a real answer in seconds. No dashboards to build, no SQL to write, no logins to remember.
Today we're launching Compass integrations powered by Polytomic. You can now connect your SaaS tools directly to Compass with a simple OAuth flow and start asking questions immediately. No pipelines, no warehouse setup, no waiting on anyone.
Once connected, Compass ingests your data, keeps it synced, and lets you explore it conversationally. Ask about ad performance trends, dig into sales activity, or surface patterns across tools that have never talked to each other before.
No exports. No dashboard rebuilding. No tickets.
Connect – OAuth into your tools in seconds
Ask – Query your data in natural language, right in Slack
Get answers – Compass analyzes across your connected sources and returns insights where you already work
Polytomic handles the infrastructure behind the scenes: secure ingestion, schema normalization, keeping everything fresh. You just ask questions.
Here's a demo from our CEO Pete Hunt, showing exactly how it works.
If you're a data engineer reading this, you might be wondering where you fit in.
Compass isn't about bypassing the data team. It's about getting repetitive ad-hoc requests off your plate so you can focus on higher-leverage work.
Business users get self-serve access to their GTM data, but governance stays with you. Compass uses a GitOps-powered context store where data teams define and control metrics, business logic, and terminology. Those definitions propagate to every answer Compass gives. When someone asks about "pipeline coverage" or "qualified leads," they get your definition, not whatever the AI hallucinates.
You maintain full auditability of what's being asked and answered. Your stakeholders move faster. And you stop fielding the same Slack DMs every Friday afternoon.
Get started with Compass Today!
Have feedback or questions? Start a discussion in Slack or Github.
Interested in working with us? View our open roles.
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