Every case is a closed loop.
KonexForge is a new technology partner — each case below is an illustrative technical scenario describing the architecture and the type of outcome a Pilot Build (6–8 weeks) targets. The figures are reference goals for each system type, not a report from a specific client.
Predictive maintenance for 4 steel plants
A network of 3,200 vibration sensors and thermal cameras, a model that predicts failure 72h ahead, and a dashboard for 18 shift leads.
Route intelligence for a 600-truck fleet
An ETL pipeline merging telematics, traffic, and weather data. ML routing optimizes fuel use and delivery times.
KYC automation for a tier-1 fintech
An LLM agent handles OCR plus document cross-checks, combined with face matching. Human-in-the-loop for the 8% of hard cases.
Smart water grid · 12 districts
1,800 water-quality sensors and smart meters. ClickHouse time-series database, with a public dashboard for citizens.
Demand forecasting for 240 F&B stores
A model forecasts ingredient demand by store and day, retrained weekly — cutting waste and improving availability.
Internal dev portal for the engineering team
An internal portal replacing 4 legacy systems. SSO, RBAC, micro-frontends for 14 teams, and preview deploys for every PR.
Senior from day one
There's no junior bench ‘practicing’ on your project — every pilot is delivered directly by senior engineers.
Transparent pricing, fixed scope
Pilot Build is one fixed price, one fixed deadline (6–8 weeks). No hourly billing, no hidden fees.
Full capability, one point of contact
As a technology partner founded in 2026, every pilot gets the team's full focus — not split across dozens of other accounts.