TasksLST-0412
B2B SaaS · customer support
14,200 support tickets, 3 yrs
Escalated by after refund for exceeded policy cap; approved by finance lead.
JSONLConversation traces
Request sampleFor AI labs and research teams
What are you looking for?
Licensed, de-identified workflow data and expert traces from real companies, packaged to your schema. Tell us the spec; we'll send a sample plan.
How to reach you
We reply within one business day. Samples are de-identified and covered by an NDA.
Workflow data your models haven't seen.
01
Real workflows, not synthetic
Multi-step trajectories from companies and professionals doing the actual work, including the corrections.
02
De-identified by default
Names, contact details and identifiers removed in processing, with entity-consistent placeholders preserved.
03
Clear provenance
Every source licensed under a signed agreement with its owner. Chain of consent ships with the data.
04
Packaged to spec
Formats, schemas and labels matched to your SFT, RL or eval pipeline. Train/test splits on request.
Catalog preview.
Sample listings · volumes indicativeRaw dataLST-0388
Accounting · mid-market
62K ledger entries, 5 yrs
Month-end accrual for reversed; variance traced to invoice and corrected.
ParquetCSV
Request sampleDocumentsLST-0371
Legal · commercial contracts
3,100 contracts + redlines
Counsel for struck clause 9.2; indemnity capped at after second turn.
JSONLPDF + text
Request sampleCodebasesLST-0355
Fintech · payments platform
4 repos, 38K commits
Hotfix by rolls back idempotency key change; incident closed.
Repo snapshotsJSONL
Request sampleMessagesLST-0349
Construction · general contractor
210K messages, 4 yrs
Site lead flagged rebar spec mismatch on before pour.
Conversation traces
Request sampleExpert tracesLST-0330
Insurance · claims adjusting
480 expert traces, 6 adjusters
Adjuster reviewed claim for denied water damage; appeal cites exclusion.
JSONLConversation traces
Request sampleDelivery formats
JSONLParquetCSVConversation tracesRepo snapshots
Compliance
Consent chain
Signed license per source owner
Signed license per source owner
PII removal
Automated detection + human QA
Automated detection + human QA
Retention
Originals deleted post-processing
Originals deleted post-processing
NDA
Mutual NDA before any sample
Mutual NDA before any sample