§ 00 · Technology partner / Mekong delta · VietnamLAT 10.0452 · LON 105.7469
A closed-loop technology ecosystem
Build · Automate · Evolve.
KonexForge builds and operates six layers of technology — from physical sensors to AI models — in one continuously optimizing loop. Not an agency, not plain outsourcing — this is a technology partner.
Pilot 2026 · Commitments
Pilot Build
6–8 weeks
fixed scope
Team / pilot
2–4 eng
senior
Support SLA
30 days
post-launch
Closed loop
6 domains
1 system
Now accepting our first Pilot Build · Can Tho, Vietnam
IOTSERVER & DBANALYTICSAIDEVELOPMENTOPTIMIZATION
§ 01 · Six closed-loop domains↦ services
A six-domain ecosystem
One closed loop. Six technical links.
IoT captures physical data → Server & Database stores it → Analytics processes it → AI makes decisions → Development surfaces it → the Optimization loop keeps improving it. Each layer can stand on its own, but together they compound.
§ 02 · The closed loop · data flow topologydiagram / v.2026
Closed-loop architecture
Data flows in a loop — there's no dead end.
Most technology projects fail because their layers are disconnected: sensors don't talk to the database, dashboards don't feed back to the model, models don't retrain on new data. KonexForge designs every layer to feed back into the one before it.
A
Sensor → Edge
MQTT broker · 12 ms p99 latency
B
Edge → Cloud
Streaming ingest · 1.2 M events/min
C
Cloud → Model
Online + batch inference
D
Model → UI → Human
Decision in < 800 ms
↻
Feedback → Retrain
Weekly · automated
§ 03 · Commitments for our first Pilot · 2026founding cohort
6–8
Weeks / Pilot Build
2–4
Senior engineers / pilot
< 4h
Response time (SLA)
30
Days of support after handover