Editorial QA and data discipline trusted by regulated enterprises since 2009
Original copywriting for LLM training: conversational data, instruction-style content, domain writing. Written by trained writers, not scraped, not synthetic.
Handwriting image sets in English and Indian languages, paired with verified ground-truth transcription and translation, delivered as structured, machine-ingestible manifests.
Human-in-the-loop review of extractions, data labeling, annotations, and model outputs. Every record eyeballed before it ships.
Lawful acquisition, de-identification protocols, and transfer documentation for EU and US requirements. Exclusive datasets come with rights assignment, in writing.
Why an editorial company for training data
Because training data is a quality problem wearing a volume costume.
We have run editorial QA on regulated BFSI content since 2009. Applying that discipline to ground-truth data is not a pivot. It is a shorter commute.
Who buys this
Data annotation platforms, AI labs, and ML teams that need English and Indian-language human data with provenance they can show a regulator. Tell us what your model needs to learn.
Discuss your datasetAbout LexiConn
LexiConn is a B2B content operations agency founded in 2009, headquartered in Mumbai. It has run editorial QA on regulated content for banking, insurance, and technology enterprises since 2009, including large-scale multilingual data projects. Its AI Training Data Services supply human-generated datasets to AI labs, data annotation platforms, and ML teams: original LLM copywriting, handwritten and multilingual datasets with verified ground truth, human-in-the-loop QA, and documented compliance and data rights.