Uploads12%
1,284
Avg 184/day
Overview
Your workspace at a glance.
AI fire rate10%
3%
97% mapped at $0
Cost8%
$3.84
Avg $0.0008/upload
Webhook success0.1%
99.4%
12 failed of 1,892
Quickstart
Get started in 60 seconds
Three steps from zero to your first synced transform. Each step links to the page where you can finish it.
0 of 3
Get an API key
Create your first key →Create your first key to authenticate API calls.
# Save your key as an env var export ADAPTIVMAPR_KEY="am_live_…"
Run a transform
Send a file through the cascade →Send a file through the cascade — schema-only is free, unlimited.
curl -X POST https://adaptivmapr.com/v1/transform \ -H "Authorization: Bearer $ADAPTIVMAPR_KEY" \ -F file=@users.csv \ -F template_id=users_v1
Set up a connector
Wire your live data source →Wire your live data source so AdaptivMapr syncs on schedule.
# Sample webhook URL provisioned for you in the Connectors page: https://adaptivmapr.com/v1/hooks/wh_8f3a…/ingest
Cascade efficiency · Last 7 days
View per-day breakdown →Layers fired across 1,284 mappings
25%
60%
8%
Statistics25%
Cost contribution $0.00
Heuristic60%
Cost contribution $0.00
Fuzzy8%
Cost contribution $0.00
Semantic4%
Cost contribution $0.002
LLM3%
Cost contribution $3.84
→ 97% of columns mapped without an LLM call. Embedding cost on the 4% semantic layer is ~$0.002 total this week.
Why AdaptivMapr
Updated weeklyHow AdaptivMapr compares
| Metric | AdaptivMapr | Flatfile / OneSchema | Raw LLM (GPT-4o) |
|---|---|---|---|
| Avg cost / upload | $0.0008 | $1+ per row | $0.10+ |
| Deterministic mapping | 97% of columns | Mostly heuristic | Non-deterministic |
| MCP-native | yes | no | n/a |
| Schema-only privacy | yesfree | Paid tier | no |
| Free tier (devs) | Unlimited MCP | 14-day trial | Pay per call |
| Custom domain widget | yes | yes | no |
| Setup time | < 1 min | Sales call required | Roll your own |
Recent activity
View all in Logs →Live tail
| Time | Template | Rows | Layers fired | Status |
|---|---|---|---|---|
| in 1 hour up_8f3a | Userscoreusers_v1 | 4,812 | SHA | committed |
| in 1 hour up_8f39 | Patient demographicshealthcarepatient_demographics_v1 | 1,204 | SHA | committed |
| in 37 minutes up_8f38 | Lab resultshealthcarelab_results_v1 | 22,140 | SHA | pending |
| 43 minutes ago up_8f37 | Transactionscoretransactions_v1 | 9,412 | SHA | committed |
| 4 hours ago up_8f36 | Drug formularyhealthcaredrug_formulary_v1 | 318 | SHA | failed |