Data Import
Import everything. Match everything. Your clients drag and drop any file — Excel, CSV, PDF — and the agent parses, maps, deduplicates, and imports automatically. New client onboarding goes from 2 hours to 10 minutes.
Import file clients_migration_2026.xlsx (342 rows)
→ Parsing Excel file... — 342 rows, 12 columns detected
→ Automatic mapping... — 10/12 columns mapped
→ Entity matching... — 287 recognized, 55 new
→ Validation and deduplication... — 3 duplicates merged
Import complete: 339 clients imported.
Before
😤 2h of manual mapping per Excel file
After
⚡ Drag & drop → imported in 30 seconds
Observation
The problem
New client onboarding is slowed down by data import. Mapping is manual, time-consuming, and error-prone. Every file is a special case.
Migrating from a competitor is a nightmare for CSM teams. Hours wasted on tasks that should be automated.
Product
How it works
01
File upload
Excel, CSV, PDF — any format. Drag and drop and you're off.
02
Intelligent parsing
The agent understands the structure and automatically maps fields to your schema.
03
Validated import
Entity matching, deduplication, validation. Imported into your database, clean and reliable.
10x
Faster onboarding
Freed
CSM team from manual mapping
0 friction
Competitor migration
Case study
Deployed at Val Software and Volume Software — +17 points matching accuracy compared to the previous solution.
# Technology
Hybrid vector + traditional search
Matching algorithms
Multi-format parsing
Simplify your imports
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