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Stop Merging Spreadsheets.
Get Automated Dashboards Owned Entirely By You.

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Key Advantages

Benefits

A clear, straightforward approach to building and maintaining your data infrastructure without proprietary vendor lock-in.

🏷️

White-Label Customization

Match your company or client branding without third-party logos or forced watermarks.

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Predictable Cost Structure

One-time set up fee + monthly retainer fee + 3rd facility cost.

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High-Performance Dashboards

Fast executive reporting dashboards with automated refreshes up to 48 times a day.

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No Proprietary SaaS Lock-In

The code and data warehouse live directly inside your Cloud account and Github with clear documentation.

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Zero Per-User Seat Fees

Give access to 40 users without your monthly software bill going up.

Live Preview

Live Dashboard Demo

Interactive executive dashboard running on open-source code with zero per-user fees.

✓ Fully White-Labeled
✓ Fully Automated
✓ Synced Slicers & Filters
✓ Copyable Tooltips
✓ Fully Customizable
Evidence.dev Executive Dashboard
Customise Your Own
Pipeline Status: Active Open Full Screen Demo ↗
Cost Comparison

Comparing Proprietary SaaS vs. Code-First Architecture

A straightforward breakdown of recurring software licensing fees versus direct cloud infrastructure costs.

🎯 Comparison Benchmark Workload:
Data Volume: 5 Million Monthly Active Rows (MAR)
Data Sources: 3 Standard API Connectors
Sync Frequency: Hourly Refreshes (24 runs/day)
Dashboard Access: 10 Active Users
Feature / Metric SaaS Data Stack Fivetran / Supermetrics + Looker / Power BI Big Agency / In-House Hire Proposed Stack dlt + dbt + BQ + Evidence
Upfront Setup Cost $1,000 - $2,500 (Freelancer setup) $15,000 - $30,000+ $2,800 (Fixed Fee)
Monthly Software / Cloud Fees $800 - $1,500/month (Fivetran 5M MAR, Power BI Pro per user) Variable (Salary or Agency fees) + Cloud costs $50 - $100/month (Direct GCP compute/storage, $0 SaaS fees)
Data Ownership Locked in vendor pipeline logic Owned 100% Owned by You (Code in your GitHub)
Complex Joins & Metrics UI gets slow and inefficient Yes Yes (Native dbt/SQL transformations)
Reliability & History High High Enterprise-grade (Historical data safe in warehouse)
Ongoing Maintenance DIY or hire hourly help when pipelines break $500+/mo retainer or Salary $250/month (Fixed monitoring & resolution)
Estimate Builder

Build Your Project Estimate

Select your data sources, target warehouse, and dashboard needs to calculate a transparent setup estimate.

Select Architecture Package

Choose the architecture tier that best fits your data pipeline and dashboard reporting requirements.

Select or Type Your Data Sources

Select from standard connectors or type any custom software API name (press Enter to add).

0 / 4 Sources Selected
One-Time Setup Fee
$2,800
Includes custom repo setup, pipeline configuration & dashboard build
Pipeline Monitoring & Maintenance
$250/mo
Covers pipeline uptime monitoring and error alerting. Upstream API schema breaking changes or new metric requests are scoped separately.

Note: Initial historical data backfills may incur a temporary spike in your direct Google Cloud compute costs.

Submit for Technical Review

This estimate is based on your selected inputs. Submit your configuration below, and I will personally review your tech stack and reply with a precise setup timeline within 24 hours.

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