Case Studies/SwiftTask
ProductivityAI

SwiftTask

AI-generated estimates, agreements, and team scheduling

Gen AI
Powered Estimates
Live
Team Streaming
-70%
Manual Scheduling
Real-time
Activity Feeds

The Challenge

Field service and operations teams struggled with disconnected tools for estimates, agreements, scheduling, and collaboration. Manual workflows created bottlenecks, delayed response times, and made resource optimization nearly impossible at scale.

Constraints & Requirements

  • AI-generated estimates must be accurate enough for client-facing proposals
  • Real-time collaboration with live streaming and activity feeds
  • Complex scheduling optimization across multiple teams and zones
  • Secure digital agreement signing with audit trails

Our Approach

1

Discover

Analyzed workflows of 6 field service teams to identify bottlenecks in estimate creation, agreement handling, and worker scheduling.

2

Design

Designed an AI-first UX where estimates, schedules, and agreements are generated with minimal manual input. Built interactive dashboards for team leads.

3

Build

Full-stack platform with Gen AI for estimate generation, live streaming for collaboration, interactive feeds, and intelligent scheduling engine.

4

Launch

Internal beta with MavenCode teams, iterating on AI accuracy and scheduling optimization before wider rollout.

5

Iterate

Added automated follow-ups, predictive scheduling based on historical patterns, and mobile-first worker app.

The Solution

AI-powered workflow management platform with automated estimates, digital agreements, live collaboration tools, and intelligent worker scheduling.

Tech Stack

Frontend

React.jsTypeScriptTailwind CSSZustand

Backend

Node.jsPythonPostgreSQLRESTful APIsWebSocket

AI

OpenAI APILangChainCustom ML Models

Analytics & Monitoring

Google AnalyticsMixpanelDatadog

Infrastructure

AWSDockerKubernetesGitHub Actions

Testing

Jest / React Testing LibraryPlaywrightCypressStorybookPostman

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