Outcomes · Case studies

Every program. Every number.

Challenge, approach, architecture, outcomes, and the full technology stack — for every engagement surfaced on the Outcomes page.

Financial Services Healthcare & Life Sciences Retail & CPG Manufacturing Technology, Media & Telecom Government & Public Services Education

Financial Services

Financial Services case studies →

Featured

Financial Services · Snowflake

Global bank consolidates 14 data marts into a governed Snowflake foundation

60% faster reporting · $22M in legacy-platform retirement

60% faster regulatory reporting cycle

$22M annual run-rate savings from platform retirement

14 → 1 data marts consolidated into one governed foundation

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Financial Services · Databricks

Capital-markets firm rebuilds intraday risk on a Databricks lakehouse

4x lift in fraud-model recall · sub-second risk refresh on the trading desk

4x lift in fraud-model recall on priority segments

<1s intraday risk refresh on the trading desk

40% compute-cost reduction vs. prior Hadoop estate

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Collibra · Financial Services

Collibra governs 1,200+ critical data assets at a Tier-1 bank

1,200+ assets governed · policy automation for regulator-grade control

1,200+ critical data assets governed

38% reduction in audit-prep time

6 domains live on automated policies

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Reltio · Insurance

Multi-state insurer unifies 10M+ customer records on Reltio cloud MDM

10M+ entities governed · cloud-native MDM in 9 months

10M+ customer entities unified

9 months to production

22 state-regulated books of business

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Snowflake · Financial Services

Snowflake Cortex powers regulatory analytics for a global bank

60% faster reporting · Cortex Analyst for self-serve on governed data

60% faster regulatory reporting

4,200+ self-serve users

0.007% variance vs. legacy at final cutover

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AWS · Financial Services

Top-5 US bank launches production GenAI on AWS Bedrock in 14 weeks

40% TCO reduction · 14-week launch from kickoff to GA

40% TCO reduction vs. prior self-hosted LLM estate

14 weeks kickoff to production

4 production use cases live in 6 months

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Healthcare & Life Sciences

Healthcare & Life Sciences case studies →

Featured

Healthcare · Databricks

Payer launches GenAI prior-authorization assistant on Mosaic AI

48-hour cycle time cut to under 4 hours · 3x analyst productivity

12x faster prior-auth decisioning

3x analyst productivity

91% first-pass accuracy against human reviewer consensus

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Bigeye · Healthcare

Bigeye cuts incident MTTR 90% on a healthcare lakehouse

90% MTTR reduction · data observability across 6,000 tables

90% reduction in incident MTTR

6,000 tables monitored

0 unnoticed SLA breaches post-GA

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Databricks · Healthcare & Life Sciences

Pharma RWE platform on Databricks scales to 6 therapeutic areas

38% cut in study data prep · Unity Catalog as the compliance control point

38% reduction in study data prep

6 therapeutic areas live

OMOP common data model across studies

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Healthcare & Life Sciences · Databricks

Top-10 pharma stands up a governed real-world-evidence platform

38% reduction in clinical-trial data prep · HIPAA-compliant lakehouse, day one

38% reduction in clinical-trial data prep

6 therapeutic areas live on shared RWE backbone

HIPAA compliant from first data ingested

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Retail & CPG

Retail & CPG case studies →

Featured

Retail & CPG · Informatica

Global CPG deploys multidomain MDM across 32 markets

92% golden-record match rate · $65M working-capital release

92% golden-record match rate after remediation

$65M one-time working-capital release

32 markets unified on a single MDM backbone

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Stibo Systems · Automotive

Automotive parts brand accelerates SKU onboarding 2.5x with Stibo STEP

2.5x faster SKU onboarding · multidomain MDM + PIM with syndication

2.5x faster new-SKU onboarding

40+ downstream channels syndicated

1.2M SKUs under governance

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Informatica · Retail & CPG

Informatica IDMC multidomain MDM across 32 markets for a global CPG

92% match rate · $65M working-capital release

92% golden-record match rate

$65M working-capital release

32 markets unified

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Google Cloud · Retail

Retail analytics platform doubles model velocity with BigQuery + Vertex AI

2x model deployment velocity · MLOps on BigQuery + Vertex AI

2x model deployment velocity

30% inference-cost reduction

400+ brands on shared platform

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Salesforce · Retail & CPG

Salesforce Data Cloud + Agentforce for a specialty retailer

18% conversion lift · 27% of service contacts resolved by Agentforce

18% conversion lift

27% of contacts resolved by Agentforce

3x campaign velocity

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Retail & CPG · Salesforce

Specialty retailer lifts personalized conversion 18% on Salesforce Data Cloud

18% conversion lift · unified profile across 140M customer records

18% lift in personalized conversion

140M unified customer records

3x marketing campaign velocity

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Manufacturing

Manufacturing case studies →

Microsoft · Manufacturing

Fortune 100 manufacturer accelerates close 50% with Fabric + Azure OpenAI copilots

50% faster financial close · finance copilots grounded on Fabric

50% faster financial close

2x forecast-cycle velocity

140 entities on a shared Fabric model

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ServiceNow · Manufacturing

Global manufacturer unifies CMDB + workflow data 35% faster with ServiceNow

35% faster workflows · single enterprise service graph

35% faster service workflows

1 graph across IT, OT, and facilities

2.5x automation throughput

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Manufacturing · SAP

Industrial leader cuts unplanned downtime 27% with connected-operations data

27% downtime reduction · $40M supply-chain savings, year one

27% reduction in unplanned downtime

$40M first-year supply-chain savings

140 plants on shared operational data model

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SAP · Manufacturing

Industrial leader saves $40M with SAP Datasphere supply-chain intelligence

$40M year-one savings · SAP Business AI on a governed semantic layer

$40M year-one savings

27% downtime reduction

140 plants harmonized

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Technology, Media & Telecom

Technology, Media & Telecom case studies →

Atlan · Media

Media company achieves 4x active-metadata coverage with Atlan

4x metadata coverage · lineage from source to dashboard in one view

4x active-metadata coverage

80% coverage on critical assets

35% reduction in "where's this from?" questions

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Technology, Media & Telecom · Snowflake

National telco builds a governed subscriber CDP on Snowflake

31% churn reduction on priority segments · 100M+ subscribers governed

31% churn reduction on priority segments

100M+ subscribers unified in governed CDP

2x uplift in next-best-offer acceptance

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ThoughtSpot · TMT

TMT leader reaches 75% self-serve analytics rate with ThoughtSpot

75% self-serve rate · 15,000 users on search-led analytics

75% self-serve query rate

15,000 business users onboarded

60% reduction in report-dev backlog

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Government & Public Services

Government & Public Services case studies →

Tableau · Public Sector

State agency modernizes governed analytics on Tableau — 60% report-dev savings

60% report-dev savings · governed analytics standard across 22 agencies

60% report-dev cost savings

22 state agencies on shared standard

3x faster onboarding for new reports

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Government & Public Services · Microsoft

State HHS agency accelerates benefits eligibility 70% with a shared data backbone

70% faster eligibility decisions · FedRAMP-aligned reference architecture

70% faster benefits eligibility determination

4 states live on a shared reference architecture

FedRAMP aligned controls

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Education

Education case studies →

Education · AWS

University system identifies at-risk students 22% sooner with a Student 360

22% earlier at-risk identification · 6 months from vision to production

22% improvement in at-risk student identification

6 months from vision to production

30+ institutions using the shared accelerator

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