The operating layer for digital code distribution.
Multi-channel sync, dynamic pricing, and order orchestration — built for sellers who run inventory across every sales channel from a single console.
- AI pricing — reinforcement-learning models that watch every competitor move, score thousands of SKUs a minute, and decide the next price within per-product profit guardrails.
- AI cash-flow forecasting — automated sell-through, margin, and liquidity projections per channel and per supplier, surfaced as decision-ready dashboards instead of raw spreadsheets.
- AI ticket support — LLM-powered triage, draft replies, and policy-aware automations that close routine refund / delivery / account tickets in seconds — humans only step in when they have to.
- Custom agents for sales workflows — composable agents that pick stock, push prices, open auctions, chase suppliers, react to webhooks, and own end-to-end flows the operator used to script by hand.
- Multi-channel sync — listings, stock, orders, and refunds kept consistent in real time across every connected sales channel, with a unified audit trail for every action an agent or human takes.
- Operator console — dashboards, analytics, role-based access, and 2FA-gated destructive actions for the moments humans still pull the lever.
- Boring tech, end-to-end. FastAPI + React, MongoDB, Redis, Celery / taskiq, Kubernetes managed by Flux. No cargo cults.
- Operability first. Every subsystem ships with metrics, dashboards, and a runbook before it lands in production.
- Tight feedback loops. Preview environments per branch, Playwright in CI, observability for anything that can page.
- Sales & partnerships — midfeed.com/contact