Harvest Integration: Time Tracking Meets Analytics
Connect Harvest and let AI agents query time entries, billable hours, and project budgets alongside client revenue and marketing spend.
Key Takeaways Connect Harvest to your data warehouse
Improvado integrates with Harvest's API to extract time entries, project budgets, billable hours, and expense data. Setup completes in 8 minutes without any coding required. Your time tracking data syncs every hour automatically, providing real-time insights into project profitability and team utilization. All authentication tokens and API pagination are handled seamlessly.
Unified time data across business platforms
Improvado's Marketing Common Data Model combines Harvest time data with financial, marketing, and operational metrics. Calculate true project ROI by connecting billable hours with revenue and marketing spend. Analyze team productivity alongside campaign performance without manual data exports. Your time tracking data maintains consistent formatting with CRM, accounting, and marketing platform data.
Data objects and fields Improvado extracts from Harvest
| Object | Fields |
|---|---|
| Project | project_name client_name budget budget_by is_billable is_active fee |
| TimeEntry | date hours billable billable_rate cost_rate notes task_id user_id |
| Invoice | invoice_number amount due_amount tax issued_at due_date state client_id |
| Expense | spent_date total_cost units is_billable receipt category project_id user_id |
| Task | task_name billable_by_default default_hourly_rate is_active |
From connection to autonomous action in three steps
Connect
Connect your Harvest account via OAuth. The agent accesses time entries, projects, clients, task assignments, invoices, and expense data with read and write permissions.
Ask
Ask questions like 'Which projects are over budget this quarter?' or 'Show me utilization rates by team member for the last 30 days' or 'What's our average billable rate across all consulting projects?'
Act
The agent creates time entries, updates project budgets, reassigns tasks between team members, generates invoices, adjusts hourly rates, and archives completed projects directly in Harvest.
What teams ask their AI agent about Harvest
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Calculate project ROI by connecting billable hours with marketing spend and revenue
Your AI agent analyzes Harvest data and delivers actionable insights — automatically, in seconds.
Optimize team allocation by analyzing productivity patterns across client projects
Your AI agent analyzes Harvest data and delivers actionable insights — automatically, in seconds.
Generate executive reports on billable utilization and project profitability trends
Your AI agent analyzes Harvest data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Harvest — it calculates true project ROI
Read
Pulls time entries, project budgets, client billing data, task assignments, team member utilization rates, expense records, hourly rates, and invoice status from your Harvest account.
Write
Creates and edits time entries, updates project budgets and billing rates, reassigns tasks across team members, generates and sends invoices, adjusts resource allocation, and archives projects when complete.
Monitor
Tracks project budget burn rates, team member capacity thresholds, billable vs. non-billable hour ratios, invoice payment status, profitability margins by client, and overdue timesheet submissions.
AI agents query time entries, billable hours, and expense data directly from Harvest. They calculate project profitability by comparing logged hours against client invoices and marketing acquisition costs. Agents identify which clients and project types deliver the best margins and flag budget overruns in real time.
| Client | Revenue | Margin |
|---|---|---|
| Apex Logistics | $127,400 | 38% |
| Velocity Fintech | $98,200 | 31% |
| Horizon Media | $84,600 | 27% |
| Summit Travel Co | $71,900 | 22% |
| Meridian Retail | $63,500 | 12% |
Send Harvest data anywhere
Load normalized data to your preferred warehouse, BI tool, or cloud storage. Click any destination to see its integration guide.
They extract data. Improvado deploys an agent.
Traditional tools move data from A to B. Improvado gives you an AI agent that reads, acts, and monitors — with Harvest as one of 1,000+ integrated sources.
| Feature | Improvado | Supermetrics | Funnel.io | Fivetran |
|---|---|---|---|---|
| Data fields extracted | 200+ | ~90 | ~120 | ~80 |
| Total integrations | 1,000+ | ~150 | ~500 | ~300 |
| Cross-channel normalization (CDM) | ✓ Built-in | ✗ Manual | ● Basic mapping | ✗ Raw only |
| AI Agent access (MCP) | ✓ Read, Write, Monitor | ✗ | ✗ | ✗ |
| Data warehouse destinations | ✓ 16+ warehouses & BI tools | Sheets, Looker, BigQuery | BigQuery, Snowflake, Redshift | ✓ Broad warehouse support |
| Refresh frequency | Every 15 min | Scheduled triggers | Daily / 6hr | Every 15 min (premium) |
| SOC 2 Type II & HIPAA | ✓ | ✗ SOC 2 only | ✓ SOC 2 | ✓ |
| Best for | Teams that want an AI agent, not a pipeline | Small teams, spreadsheets | Mid-market, data teams | Engineering-led ELT pipelines |
Comparison based on publicly available documentation as of April 2026. Feature availability may vary by plan tier.
Frequently asked questions
What Harvest data does Improvado extract?
How frequently does Harvest data sync to my warehouse?
Can I analyze Harvest data with marketing spend data?
Which data warehouses work with Harvest integration?
How does Improvado handle Harvest's project hierarchies?
What happens to historical Harvest time data?
"Improvado saves about 90 hours per week and allows us to focus on data analysis."
"Improvado's reporting tool effortlessly integrates all our marketing data so we can easily track users across their entire digital journey. This saves me and my team countless hours."
Put an AI agent on your Harvest today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.