{"slug": "t1a-brings-its-full-data-stack-to-dais-2026-5-products-andsubscription-giveaway", "title": "T1A Brings Its Full Data Stack to Dais 2026: 5 Products AndSubscription Giveaway", "summary": "T1A will showcase its full data stack, including five products and a subscription giveaway, at Dais 2026. The company's LakeSentry platform provides Databricks cost intelligence, enabling teams to detect anomalies, optimize spending, and manage budgets across workspaces.", "body_md": "# See exactly where your Databricks spend goes.\n\nLakeSentry is a Databricks cost intelligence platform. Catch cost anomalies before they spiral, surface optimizations, and safely tune your environment — without risking production stability.\n\nRead-only works. Write access only needed to execute actions.\n\nBuilt from real optimization playbooks — for platform engineering, FinOps, and data leadership teams running Databricks at scale.\n\n### For Platform Engineering\n\nPinpoint runaway jobs, warehouse drift, and regressions before they impact reliability.\n\n### For FinOps\n\nGet normalized cost visibility across workspaces with evidence-backed optimization priorities.\n\n### For Data and ML teams\n\nSee where experiments and serving endpoints burn budget, then act with clear guardrails.\n\n### For Leadership\n\nTie Databricks cost to operational decisions with a clear path from insight to action.\n\n## Drill into every cost.\n\nBreak down spend by jobs, SQL warehouses, compute types, or teams. Pivot between views to find the signal in the noise — no SQL required.\n\n- Stacked breakdown by resource type\n- Workspace × compute heatmap\n- Filter by time range, workspace, or environment\n\n| Category | DBU Cost | Cloud Cost | Total |\n|---|---|---|---|\n| Jobs 42% | $14,862 | $5,227 | $20,089 |\n| SQL Warehouses 28% | $10,178 | $3,215 | $13,393 |\n| Interactive 18% | $6,200 | $2,410 | $8,610 |\n| Serving 8% | $3,061 | $766 | $3,827 |\n| Other 4% | $1,378 | $535 | $1,913 |\n\n| Principal | Spend | ||\n|---|---|---|---|\n| svc-etl-prod svc | $14,280 +18% | 12.4K | 2 |\n| svc-ml-training svc Fastest Growing | $9,410 +42% | 3.1K | — |\n| alex.chen@acme.co user | $7,820 -4% | 8.9K | — |\n| analytics_scheduler svc | $6,140 +7% | 24.1K | 1 |\n| maria.jones@acme.co user | $4,680 -12% | 5.2K | — |\n| dev-sandbox-pool svc | $3,210 +2% | 890 | — |\n\n| Jobs | SQL WH | Interactive | Pipelines | Serving | |\n|---|---|---|---|---|---|\n| Production | Production · Jobs $12.4k | Production · SQL WH $8.2k | Production · Interactive $3.1k | Production · Pipelines $1.8k | Production · Serving $0.2k |\n| Staging | Staging · Jobs $4.1k | Staging · SQL WH $1.9k | Staging · Interactive $1.2k | Staging · Pipelines $0.3k | Staging · Serving $0.1k |\n| Analytics | Analytics · Jobs $2.3k | Analytics · SQL WH $11.6k | Analytics · Interactive $5.4k | Analytics · Pipelines $0.1k | Analytics · Serving $0.0k |\n| ML | ML · Jobs $9.8k | ML · SQL WH $0.2k | ML · Interactive $1.4k | ML · Pipelines $4.2k | ML · Serving $1.1k |\n| Dev | Dev · Jobs $1.6k | Dev · SQL WH $1.3k | Dev · Interactive $2.8k | Dev · Pipelines $0.1k | Dev · Serving $0.0k |\n\n## Know what to fix — and why.\n\nLakeSentry surfaces anomalies, waste, and optimization opportunities ranked by impact. Each insight includes evidence, estimated savings, and a one-click path to action.\n\n- Anomaly detection with statistical evidence\n- Waste identification for idle and orphaned resources\n- Approve or dismiss with full audit trail\n\n## How LakeSentry works\n\nConnect in minutes. See your first cost breakdown the same day.\n\n### Connect\n\nAdd a read-only service principal and connect your Databricks account. Takes minutes, not days.\n\n### Collect\n\nLakeSentry ingests system tables and API metadata on a schedule to build a normalized cost ledger.\n\n### Act safely\n\nReview insights, approve changes — or enable autopilot for selected safe actions with guardrails.\n\n## Simple, predictable pricing\n\nStart free with unlimited workspaces and upgrade anytime as your team grows.\n\n### Free\n\nFree foreverGet started with full visibility — stay free forever.\n\n- Unlimited workspaces\n- 1 user\n- 3 months history\n- Insight summaries\n- Community support\n\n[Start Free](https://app.lakesentry.io/signup/)\n\n### Standard\n\nPopularbilled annually\n\nFor teams who need full insight details and deeper history.\n\n- Unlimited workspaces\n- Up to 5 users\n- 12 months history\n- Full insight details\n- Standard support\n\n[Get Started](https://app.lakesentry.io/signup/)\n\n### Pro\n\nFull powerbilled annually\n\nFor platform teams with advanced needs.\n\n- Unlimited workspaces\n- Unlimited users\n- Unlimited history\n- Full insight details\n- AI Agent access\n- Visibility filters\n- Priority support\n\n[Get Started](https://app.lakesentry.io/signup/)\n\nNeed procurement support, security review, or a guided rollout? .\n\n## Your data stays yours.\n\nLakeSentry connects via a read-only service principal. Start with zero-write access and keep full control.\n\n### Read-only by default\n\nLakeSentry uses a service principal with read-only access. Write permissions are optional and only needed if you choose to execute optimization actions.\n\n### System tables only\n\nWe query Databricks system tables for usage and cost metadata. LakeSentry never accesses your business data, notebooks, or query results.\n\n### Runs in your account\n\nLakeSentry reads Databricks usage and cost metadata from your environment. In the MVP, query text may also be processed to improve insight quality.\n\n## FAQ\n\nCommon questions from platform engineering and FinOps teams.\n\n## How many workspaces can I connect?\n\n## Can we run read-only?\n\n## Does LakeSentry require Unity Catalog?\n\n## How safe is automation?\n\n## Do you store query text?\n\n## How does pricing work?\n\n## Can we customize DBU prices?\n\n## We operate in multiple regions—does that matter?\n\n## How is this different from Databricks' built-in cost tools?\n\n## How does LakeSentry compare to other optimization platforms?\n\n## Run Databricks with confidence — at any scale.\n\nConnect in minutes, see your first insight in hours. Free with unlimited workspaces.\n\nBuilt by a team that has spent years helping companies run Databricks at scale. We productized what works.", "url": "https://wpnews.pro/news/t1a-brings-its-full-data-stack-to-dais-2026-5-products-andsubscription-giveaway", "canonical_source": "https://lakesentry.io/", "published_at": "2026-06-15 09:51:25+00:00", "updated_at": "2026-06-15 10:16:19.146530+00:00", "lang": "en", "topics": ["ai-infrastructure", "developer-tools", "mlops"], "entities": ["T1A", "LakeSentry", "Databricks", "Dais 2026"], "alternates": {"html": "https://wpnews.pro/news/t1a-brings-its-full-data-stack-to-dais-2026-5-products-andsubscription-giveaway", "markdown": "https://wpnews.pro/news/t1a-brings-its-full-data-stack-to-dais-2026-5-products-andsubscription-giveaway.md", "text": "https://wpnews.pro/news/t1a-brings-its-full-data-stack-to-dais-2026-5-products-andsubscription-giveaway.txt", "jsonld": "https://wpnews.pro/news/t1a-brings-its-full-data-stack-to-dais-2026-5-products-andsubscription-giveaway.jsonld"}}