Datalogz — End Sprawl

Govern every analytics tool — from BI to AI

Datalogz monitors the enterprise analytics stack

Analytics in the AI era

Traditional BIDashboards, reports & datasets · 1,000s per enterpriseEstablished

PBIPower BITabTableauQQlikΣSigmaLLookerTSThoughtSpotMMicroStrategySAPSAP BusinessObjects

Data platforms & filesWarehouses, sheets & exports · the layer underneathFoundation

❄SnowflakeDBDatabricksBQBigQuerySPSharePointGGoogle Workspace Excel / M365OOracle Analytics

Agentic BI / GenBIAI-generated analytics · autonomous reasoning · accelerating fast🔥 Emerging

AIClaudeCoCopilot (M365)GGeminiAIChatGPTTSSpotter (ThoughtSpot)PBIPower BI Copilot❄Snowflake CortexDBDatabricks Genie

Why it matters

Save millions. Trust Analytics. Align every metric.

$2M+

01 · Save millions

Cut the spend you can’t even see

Idle licenses, unused dashboards, and runaway refreshes burn budget around the clock. Datalogz prices every inefficiency and recovers it.

Hundreds of thousands to millions recovered

10×

02 · Trust AI analytics

Answers you can stand behind

Feed clean, governed context to your dashboards and LLMs, so every answer — human or AI — traces back to one source of truth instead of the sprawl.

10× cleaner context for AI

98%

03 · Analytics similarity

Know which reports really match

Our proprietary similarity engine scores every report and metric on 14+ parameters to surface true duplicates and definition drift.

98% duplicate & drift detection

100%

04 · Aligned definitions

The right number, in context

Every metric can be clearly documented, with an AI layer that has the context to know exactly which number you mean.

100% of metrics documented & in context

Built for the AI era

↑12,480 reports today

10×

Most are near-duplicates — spun up by prompts and agents faster than anyone can review.

“What was Q3 net revenue?”asked 4 ways

Sales_Dashboard_v4$48.2M+$1.3M

FinanceWeekly$46.9Mbaseline

GenBI agent · prompt$51.0M+$4.1M

Exec_Deck_Final.xlsx$47.7M+$0.8M

Δ $4.1M spreadOne question. Four answers. Which one goes to the board?

Datalogz certifies one definition — every tool and every AI reads the same number.$47.7M

AI doesn’t fix sprawl. It makes it 10× worse.

Chat-driven analytics and agents spin up reports faster than any human team, with none of the judgment. Every prompt can spawn another near-duplicate dashboard, and an LLM grounded in a messy BI layer will confidently hand everyone the wrong number.

The teams winning with AI are the ones cleaning the consumption layer first, so models learn from accurate context, not contradictions.

Give your LLMs context they can actually trust.

Datalogz maps every asset, owner, definition, lineage, and usage signal across your BI stack. Connect that governed context to any LLM or agent over MCP (Model Context Protocol), so AI answers from the single source of truth instead of the sprawl.

Datalogz context

Definitions & metrics

Lineage & ownership

Usage & health signals

What’s canonical vs deprecated

Certification & trust status

Sensitivity & access policy

Freshness & refresh state

→

Over

MCP

One secure, read-only context endpoint

→

LLMs & agents

Grounded answers that cite the right asset — not a stale duplicate.

Inside the Control Tower

Automate running your analytics environment in the AI era.

One control tower for every dashboard, dataset, and dollar, so your team and your AI work from the truth.

01BI 360 OverviewSee your entire BI estate in one view — and exactly where trust is breaking.02Executive SummaryHand leadership a board-ready health & risk briefing every morning.03Team InventoryPinpoint which team owns the waste and risk — and route the fix.04BI Similarity ClustersKill the duplicate dashboards quietly fracturing your numbers.

4,419 datasets5,262 reportshealthy vs unhealthy

Proven at enterprise scale

Realized value, measured in dollars.

Every action Datalogz takes is auditable, reversible, and tied to a figure on your contract.

2.5M+

BI assets governed across platforms

1.4M+

issues & optimizations identified

$50M+

in quantified enterprise value delivered

20–30%

BI compute reduction, validated on-contract

Governance, not a one-time cleanup

You don’t clean your house once.

LIVEAutonomous governance · running 365 days

Value protected & recovered

$12,840,500

Guardrails — always on

⧉End conflicting numbersDuplicate & drift detection

⚿Contain data & access riskAccess & sharing policy

↻Trust every refreshRefresh & freshness rules

✓One number leadership trustsCertified-metric enforcement

$Stop runaway BI spendCost & capacity limits

Live governance feedauto-resolving

✓Idle license flagged — Power BI Pro unused 90dRESOLVED

✓Duplicate report retired — Sales_v3 merged into Sales_v4RESOLVED

!Metric drift detected — Revenue def mismatch Q4DETECTED

✓Stale dataset decommissioned — 847 days since last accessRESOLVED

1,284,907 issues resolved automatically↻ never stops

Clean up the analytics mess AI is creating inside your enterprise.