Turn Any Data Into Product: Internal + External Workflows That Scale
Your product needs to understand data—customer uploads, partner files, internal documents, support tickets, onboarding forms. Every format, every source, every messy input that could power your next feature.
Your spreadsheets won't scale. Your manual processes are breaking.
But what if turning any unstructured mess into your exact product schema took minutes, not months? What if your workflows could handle PDFs, emails, images, and spreadsheets with the same API call?
The ROI Reality: Data Chaos Costs Real Money
Growing companies waste 40+ hours per week on manual data entry. That's $50K+ annually per employee just fighting with formats instead of shipping features.
- Customer onboarding: 3-5 days → 30 minutes
- Support ticket routing: Manual sorting → Auto-categorized
- Partner integrations: 2-month projects → Same-day deploys
- Internal reporting: Weekly spreadsheet hell → Real-time dashboards
Deploy Data Understanding in Minutes
bem transforms any input format into your exact schema. Transform emails, documents, spreadsheets, or data dumps into your application data schema. No training required. Evals running in the background to ensure consistency.
Create Your Function (30 seconds):
Process Any Format (Any input, consistent output):
Evals Working For You (Set it and forget it):
Real Workflows, Real Products
Customer-Facing: Instant Onboarding
Input formats: PDFs, images, Excel files, email attachmentsOutput: Clean JSON populating your product instantlyROI: Onboarding time: 3 days → 30 minutes (85% time reduction)
Partner Integration: Any Format → Your Workflow
Input formats: Partner CSVs, XML feeds, API dumps, email reportsOutput: Data flowing directly into your productROI: Integration time: 8 weeks → 2 days (95% faster)
Formats That Just Work
Documents: PDF, Word, Google Docs, scanned images
Spreadsheets: Excel, CSV, Google Sheets, Numbers
Communications: Email threads, Slack exports, support tickets, transcripts, audio
Images: Screenshots, scanned forms, handwritten notes
Data Exports: JSON, XML, API responses, database dumps
Same API. Same consistent output. Every time.
Evals: Your Quality Assurance on Autopilot
While you ship features, bem's evaluations run continuously in the background:
- Accuracy scoring: Catch edge cases before customers do
- Completeness checks: Ensure no data gets lost in transformation
- Format validation: Guarantee schema compliance
- Performance monitoring: Track processing speed and reliability
Evaluations are processed asynchronously by worker jobs - zero impact on your application performance.
The ROI Math That Matters
Before bem (for a mid-sized startup):
- 2 engineers × 40 hours/week × $100/hour = $8,000/week on data wrangling
- Customer onboarding: 3-5 days average
- Partner integrations: 6-8 week projects
- Support tickets: Manual sorting and routing
After bem:
- Same engineers building product features instead
- Customer onboarding: 30 minutes automated
- Partner integrations: Same-day deployment
- Support: Auto-categorized and routed
Annual savings: $400K+ just on engineering time for a mid-sized org. Plus faster customer onboarding, better support response, and revenue from integrations that actually ship.
From Data Chaos to Product Confidence
Companies are too busy to develop their own solution to what describes as a "hair on fire" problem. You don't need to become a data engineering team. You need to become the company that ships products customers love.
Stop drowning in data chaos. Start deploying with confidence.
Your product needs to understand every input to serve every customer. bem makes that happen in minutes, not months, with evals ensuring it works consistently at scale.
