We run catalogue, search, onboarding, and verification with AI agents + human specialists
so your $XM–$XXM ops org doesn’t have to grow with volume.


We build and maintain the data backbone of your catalogue and profiles. Workflow and taxonomy design, product/profile onboarding at scale, attribute enrichment and normalization, content, image, and video generation that's ready for every channel.
We keep bad data, bad actors, and policy failures out of your system. Attribute, content, and media quality control, fraud, counterfeit, and policy/compliance checks, duplicate & conflict detection; cross-channel consistency, search relevance and quality review on live traffic.
We run the day-to-day machine and tune it as volumes and seasons shift. Multi-agent workflows for auto-QC and routing, human-in-the-loop resolution for edge cases, UGC & review moderation; multi-channel syndication, competitive/pricing monitoring and seasonal, campaign-driven tuning.
The internal platforms our AI agents and specialists use to run your catalogue, search, onboarding, and verification — so you get guaranteed outcomes, not more tools to manage.

Central task + data layer for catalogue, search, onboarding, and verification.
Routes work between AI agents, specialists, and your systems based on confidence and SLAs.
Dedicated, compliant environments with pipelines, observability, and full audit trails.
Real-time quality, productivity, and training so operations improve every quarter.



Most vendors optimize for headcount. We optimize for velocity.

Every task makes the next one faster, cheaper, and better. We optimize for velocity, not headcount.

Built by operators who've scaled ops from 10K to 250M+ SKUs. Powered by platforms that amplify human judgment.

Domain experts in Tier-2/3 cities with >99% retention. Real careers in the AI economy.

Deploy in days, not months. Guaranteed economics. See value before invoices.


