Nivara Catalyst

Resource Planning

Optimize resource allocation, identify over-allocation, and understand capacity constraints across teams.

Total Engineers
50
10 over-allocated

Over-Allocated

10

On 3+ projects

Capacity Issues

14

Workload imbalance

Avg Impact

-25%

From context switching

Context Switching Analysis

Engineers working on 3+ projects with productivity impact

10

High switchers

Sophia Gonzalez

3 switches/day
Product Engineering22% productivity loss
Active on 3 projects:
highML Pipeline32%
highPayment Integration34%
highAuth Service Refactor33%

Olivia Wilson

3 switches/day
Mobile Engineering22% productivity loss
Active on 3 projects:
lowPayment Integration30%
mediumML Pipeline24%
highAdmin Portal32%

Emma Anderson

5 switches/day
Security26% productivity loss
Active on 3 projects:
mediumAdmin Portal39%
lowAnalytics Platform37%
highPerformance Improvements38%

Jack Johnson

2 switches/day
Backend28% productivity loss
Active on 4 projects:
mediumMobile App Redesign21%
mediumAPI Gateway v223%
mediumCustomer Dashboard16%
highPayment Integration17%

Suggestion: Reduce to 2-3 projects to improve focus and productivity

Focus on: Mobile App Redesign, API Gateway v2

Harper Jones

2 switches/day
Product Engineering28% productivity loss
Active on 4 projects:
mediumPerformance Improvements21%
highPayment Integration29%
lowCloud Migration17%
highAPI Gateway v226%

Suggestion: Reduce to 2-3 projects to improve focus and productivity

Focus on: Performance Improvements, Payment Integration

Lucas Rodriguez

8 switches/day
Frontend32% productivity loss
Active on 3 projects:
highCustomer Dashboard42%
lowNotification Service33%
mediumCloud Migration24%

Suggestion: Focus on high-priority projects to reduce context switching

Focus on: Customer Dashboard

Isabella Lopez

5 switches/day
Mobile Engineering34% productivity loss
Active on 4 projects:
mediumAnalytics Platform18%
highNotification Service25%
highCustomer Dashboard26%
lowML Pipeline22%

Suggestion: Reduce to 2-3 projects to improve focus and productivity

Focus on: Analytics Platform, Notification Service

Aria Rodriguez

9 switches/day
Product Engineering42% productivity loss
Active on 4 projects:
highAnalytics Platform20%
lowMobile App Redesign30%
lowAuth Service Refactor20%
lowPayment Integration29%

Suggestion: Reduce to 2-3 projects to improve focus and productivity

Focus on: Analytics Platform, Mobile App Redesign

Benjamin Martin

5 switches/day
Data Engineering42% productivity loss
Active on 5 projects:
lowPayment Integration29%
lowSearch Optimization11%
mediumAuth Service Refactor24%
mediumCustomer Dashboard25%
mediumMobile App Redesign28%

Suggestion: Reduce to 2-3 projects to improve focus and productivity

Focus on: Payment Integration, Search Optimization

Sophia Miller

7 switches/day
Platform Engineering46% productivity loss
Active on 5 projects:
lowAPI Gateway v228%
mediumNotification Service15%
highAnalytics Platform16%
highCustomer Dashboard27%
mediumAuth Service Refactor14%

Suggestion: Reduce to 2-3 projects to improve focus and productivity

Focus on: API Gateway v2, Notification Service

Time Allocation Breakdown

How engineers spend their 40-hour week with optimization suggestions

14 need adjustment

Recommended Adjustments

Lucas Rodriguez
Frontend
Meetings: 17.457069968804717h → 12h

Excessive meeting time reducing coding capacity

Alexander Hernandez
Platform Engineering
Firefighting: 6.381183854304254h → 4h

High firefighting indicates technical debt or reliability issues

Sophia Gonzalez
Product Engineering
Meetings: 19.569098131731153h → 12h

Excessive meeting time reducing coding capacity

Firefighting: 7.149830244481564h → 4h

High firefighting indicates technical debt or reliability issues

Jack Johnson
Backend
Meetings: 16.442676504142582h → 12h

Excessive meeting time reducing coding capacity

Isabella Lopez
Mobile Engineering
Meetings: 19.625899344682693h → 12h

Excessive meeting time reducing coding capacity

Firefighting: 6.338512708432972h → 4h

High firefighting indicates technical debt or reliability issues