Use Cases

What will you build with Atlas?

Real automations, agents, and apps customers run on Atlas.

All use cases

Filter across categories by solution type, data source, or team.

Type
Data
Team

Revenue & Go-to-Market

Sales, marketing, and customer success teams ship apps and agents that compound on their pipeline, product, and account data.

Projected Annual ROI
347%
+52%
Net Value
$712K
Savings
$712K/yr
Payback
4.2mo
FTE Saved
6.4ppl
Value BreakdownFY26
Labor Savings
$482K68%
Error Reduction
$156K22%
Speed-to-Market
$74K10%
Payback
M1
M2
M3
BE
M4
M5
M6
App
Business Value & ROI Calculators
Embedded calculators that take prospect inputs and output dollar savings, risk reduction, and a shareable business case. Ship a custom one per product line.

Data

SalesforceHubSpotGoogle Cloud StorageSpreadsheets/CSV

Teams

Marketing & Sales
CPQ Approval Queue
4 Pending
AccountDiscACVStatus
Acme Corp22%$184K
Approved
Globex Industries35%$92K
Pending
Initech Systems18%$256K
Approved
Hooli Networks41%$67K
Denied
Justification
35% on GlobexPENDING

Competitive displacement vs. Stark Industries. Land & expand play for enterprise segment.

Precedent
15–20%
91%
21–30%
64%
31–40%
31%
40%+
12%
AgentApp
CPQ & Discount Approval
Reads vendor quotes and customer proposals, flags price mismatches, and classifies deals red/amber/green. Embedded inside Salesforce or SAP so approvers don't switch tabs.

Data

SalesforceHubSpotSAPSlackGongSpreadsheets/CSV

Teams

Marketing & SalesFinanceOperations
Q2 2026 Payout Run
$1.2M
+18%
17 PLANS
Pays Jun 30
Reps
142
Attainment
87%
Accel
23
Top PerformersQuota Attainment
JM
J. Martinez
92%$48,200
SK
S. Kim
74%$31,800
TH
T. Hughes
118%$62,400
RP
R. Patel
61%$24,100
AV
A. Valdez
88%$39,600
AutomationApp
Sales Commissions & Comp Plans
Run 17 comp plans with row-level access so reps only see their numbers. Replaces Conga and redeploys the FTEs doing it in spreadsheets.

Data

SalesforceHubSpotSpreadsheets/CSV

Teams

Marketing & SalesFinance
Portfolio Health
64+2.4
At-risk ARR
$310K-4.1%
Critical
1review
Unified Account Health
4 accounts
AccountScoreTrendRisk
AC
Acme Corp
$248K ARR
92
+4
Healthy
GX
Globex
$164K ARR
78
+1
Healthy
IN
Initech
$112K ARR
54
-9
At-risk
WE
Wayne Ent.
$198K ARR
31
-14
Critical
AutomationAgentApp
Customer 360 & Churn Intelligence
Unifies tickets, product feedback, CRM, and telemetry into real-time health scores. Alerts CSMs before churn signals escalate.

Data

ZendeskAha!SalesforceGongDatabricksSnowflakeBigQueryClickHouse

Teams

Customer SuccessMarketing & Sales
Leads Today
248+18
Deduped
37merged
Avg Route
1.4sSLA
Inbound Routing Queue
Live
AC
A. Chen·Acme Corp
VP Engineering
94
MR
Assigned
JO
J. Ortega·Globex
Head of Data
87
LT
Routed
PS
P. Shah·Hooli
Director, RevOps
79
AK
Enriched
RV
R. Valdez·Pied Piper
CTO
91
MR
Assigned
3 outreach drafts queued
MR
LT
AK
AutomationAgent
Lead Routing & Enrichment
Dedupes event leads, enriches through Clay, pushes to Salesforce or HubSpot, and assigns reps with a drafted outreach message and 48-hour reminder.

Data

SalesforceHubSpotClaySpreadsheets/CSV

Teams

Marketing & Sales
True-up Total
$10.2koverage
Over Tier
3accounts
Under Tier
1account
Contract Entitlements
Contracted
Actual
AccountContracted vs ActualTrue-up
Acme Corp
Growth · 68.4k/50.0k
137% used+18.4k
+$2.2k
Globex
Scale · 94.1k/120k
78% used-25900
-$2.3k
Hooli
Growth · 51.2k/50.0k
102% used+1.2k
+$144
Tyrell
Enterprise · 612k/500k
122% used+112k
+$7.8k
Q1 2026 reconciliation
3 invoices ready
AutomationAgentApp
Contract True-Up & Entitlements
Compares contracted tiers to actual consumption, triggers true-up alerts to AEs, and generates a quarterly report of every true-up event for finance.

Data

SnowflakeDatabricksSalesforceSpreadsheets/CSV

Teams

FinanceMarketing & SalesAnalytics

Enterprise Operations

Operations, finance, IT, and security teams automate the work between systems of record — SAP, ServiceNow, and the long tail of internal tools.

Helpdesk Tickets
−60%MoM
Avg Resolution
42sself-serve
Sessions
1,284today
ERP Assistant· Buyer role
S/4HANA
Status of PR 4500123 for Northwind?
Approved · converted to PO 4510099. GRN posted 2d ago, invoice pending from Northwind.
ME038 error — how do I fix it?
Missing agreement. Open ME31L for vendor V10042, material MAT-2207.
Ask anything about orders, vendors, invoices…
AutomationAgentApp
SAP & ERP Intelligence Layer
Natural-language answers for PR/PO status, plain-language error resolution, and authorization-role workflows on top of SAP S/4HANA.

Data

SAPDatabricksSnowflake

Teams

OperationsFinanceCustomer Support
Processed
1,284this week
Match Rate
94.2%+3.1%
Exceptions
742-way gap
Invoice · PO Matching
Live
Vendor / InvAmountStatus
Northwind Trading
INV-09841·PO-2847
$14,280
Matched
Meridian Supply
INV-09843·PO-2851·+$672 variance
$8,612
Flagged
Vertex Labs
INV-09844·PO-2855
$22,100
Matched
Orion Freight
INV-09846·PO-2860·AP approver
$5,430
Routed
Harbor Materials
INV-09848·PO-2862
$31,450
Matched
3 of 4 stagesNext: GL post
AutomationAgentApp
Invoice & PO Processing
Ingests invoices from SAP, cross-references POs in spreadsheets, flags mismatches, and routes exceptions for human review with context.

Data

SAPSpreadsheets/CSV

Teams

FinanceOperations
On-Time %
94.2%+2.1%
Open POs
38+4
Avg Turnaround
6.4d-0.8d
Purchase Orders
Created
Approved
Shipped
Delivered
PO-8214Northwind Industrial
$42.1kApr 12
Delivered
PO-8219Meridian Supply
$18.7kApr 21
Shipped
PO-8223Vertex Components+3d
$86.3kApr 24
Shipped
PO-8227Orion Logistics
$11.2kApr 27
Approved
PO-8231Harbor Materials
$29.5kMay 02
Created
14 in transit
218 delivered MTD
2 delays flagged
Q2 snapshot
AutomationAgent
Order Management & Turnaround Coordination
Oversees PO lifecycle end-to-end, updates stakeholders, coordinates suppliers, and flags delays with recommended next steps.

Data

SAPSpreadsheets/CSV

Teams

Operations
Fleet Health
94.2%+1.2%
At-Risk Assets
18 / 487monitoring
Avoided Downtime
$420KYTD
Asset HealthLive
SAP PM · IoT
TURBINE-A12
96%
PUMP-B03
88%
COMPRESSOR-C7
71%
GEN-E5
54%
Upcoming Failures· Predicted
3 this week
GEN-E5in 3d
Replace bearing
COMPRESSOR-C7in 11d
Rebalance
PUMP-D14in 16d
Inspect seal
AutomationAgentApp
Predictive Maintenance & Asset Health
Score every asset from telemetry and maintenance history. Predict failure windows days to weeks out, prioritize technicians, and cut unplanned downtime.

Data

SAPSpreadsheets/CSVSnowflakeDatabricksBigQueryPostgreSQL

Teams

OperationsAnalytics
Auto-Fulfilled
82%+6.4%
Avg Time
4.2m-18%
Open Queue
47-12
Request Categories
237 this week
Access128
Provisioning62
Resets47
Active Queue
Auto-fulfillment on
Access
INC-4821GitHub repo access
Engineering
2m
AUTO
Provisioning
INC-4819New VM — us-east
Finance
4m
AUTO
Resets
INC-4815VPN password reset
Sales
1m
Access
INC-4812Snowflake role grant
Marketing
8m
WAIT
AutomationAgent
Service Catalog & Ticket Fulfillment
Automates ServiceNow intake and fulfillment — provisions resources, routes approvals, and resolves common issues before they become tickets.

Data

ServiceNowSlack

Teams

OperationsCustomer Support
Click Rate
6.2%-3.1%
Trained
92%+4.8%
Enrolled
2,418+124
Q2 Credential Harvest Simulation
LIVE
Sent
2,418
Clicked
151
Reported
1,742
Department Leaderboard
6 depts
1Engineering
98%
2Legal
96%
3Finance
94%
4Marketing
89%
5Sales
82%
6Support
74%
2,224 completed training
194 in progress
30d window
AutomationAgentApp
Security, Compliance & AI Governance
Phishing simulation campaigns, training completion tracking, EU AI Act inventory, and security policy exception management — all inside your cloud.

Data

Google Cloud StorageSpreadsheets/CSVSlack

Teams

SecurityOperations

Analytics & Decision Apps

Analytics and data teams turn warehouse data into forecasting, optimization, and decision apps — not another dashboard.

Accuracy
94.2%+1.8%
MAPE
5.8%-0.6%
Bias
1.2%+0.2%
Baseline Demand Forecast
Actual
Forecast
5.2M rows
Jan
Feb
Mar
Apr
May
Jun
Jul
Top Movers · Next Qtr
SKU-A-247+12%
SKU-B-112+8%
PART-4501-4%
SKU-C-889+19%
AgentApp
Demand Forecasting
AI-driven baseline forecast on five years of primary and secondary sales data. Cuts the consensus-meeting cycle from weeks to days.

Data

SnowflakeDatabricksBigQuerySpreadsheets/CSV

Teams

AnalyticsOperationsProduct
Total Spend
$26.0MYTD
Addressable
$15.2M+4.1%
At Risk
$704K-2.8%
Category Spend Cube
FY25 · SAP
Raw Materials
$12.4M
Consumables
$5.8M
Capex
$4.7M
Services
$3.1M
Active Flags4 pending
Off-contractAcme Corp$214K
Duplicate inv.Globex$38K
Price varianceInitech+22%
Vendor consol.Hooli + 2$412K
AutomationAgentApp
Spend Analytics & Procurement Optimization
Flags off-contract spend, duplicate invoices, and vendor consolidation opportunities. Writes restrictions back to SAP at PR creation.

Data

SAPDatabricksSnowflakeSpreadsheets/CSV

Teams

FinanceOperationsAnalytics
DAU
12.4K+8.2%
WAU
36.2K+5.4%
Stickiness
34.1%-2.1%
Daily Active Users
Feature Activations
Feature Adoption
Last 30d
FeatureUsersAdoptionScore
Dashboard Views8.2K
94
Report Builder5.1K
71
Data Export3.8K
58
API Queries2.4K
42
Alerts Config1.9K
31
AgentApp
Product Usage & Adoption Intelligence
Aggregates warehouse telemetry into adoption patterns, feature engagement, and usage trends. Interactive for CS, product, and sales.

Data

BigQuerySnowflakeDatabricksClickHouse

Teams

ProductAnalyticsCustomer SuccessCustomer Support
Avg DAU
−54%30d
At Risk
$2.4MARR
Alerts
4active
Daily Active Users
Trend
Threshold
At-Risk Accounts
469 seats total
Acme Corp120
-47%
Globex Industries85
-31%
Initech200
-26%
Hooli64
-19%
AutomationAgent
Usage Decline Monitoring
Continuously watches product usage, detects declining patterns, and alerts account teams with context before churn signals escalate.

Data

SnowflakeDatabricksBigQueryClickHousePostgreSQL

Teams

ProductMarketing & SalesCustomer SupportAnalytics
Predicted ARR
$8.4M+12.3%
Net Expansion
$1.2M+8.7%
Churn Risk
$340K-2.1%
Quarterly Revenue Forecast
Actual
Forecast
Jul
Aug
Sep
Oct
Nov
Dec
Revenue by SegmentFY25 Projection
Enterprise 52%
Mid-Market 28%
SMB 20%
App
Revenue & Scenario Forecasting
Simulates impact of launches and pricing on hardware refresh, subscriptions, and revenue. Helps product and finance prioritize with data-driven models.

Data

SnowflakeDatabricksClickHousePostgreSQLBigQuery

Teams

ProductMarketing & SalesAnalyticsFinance