AI-based products
Smart systems that save time inside your product.

Software that ships
Built for AI products. Powered by SaaS & custom software.
Delivering working products people can use.
Our clients
The platform teams build on
From our flagship FileFree QMS to custom AI and SaaS — clear scope, fast delivery.
Digitize inspections, registers, and audits in one workspace — so plants stop chasing paper and stay audit-ready.

{FileFree}
FileFree QMS
Good morning
Pass rate
96.4%
Inspections
1,248
Today
Incoming inspection
Foundry · Shift A
NC register review
3 open items
QC compliance
91%
FileFree QMS
Audits
4 activeInternal audit
Production floor · Jun 18
Final inspection
Pass rate 98% · 24 lots
CAPA review
Meeting · Jun 19 · 3 actions
Supplier audit
External · Pending docs
Making plant quality outstanding is a process. We take it (a) seriously and (b) creatively.
{DistilPro}
DistilPro
Good morning
AA today
68.39
Efficiency
93.2%
Shift A
Fermenter F5
Batch live · 12.4% alcohol
Recovery
441 L/t · target 450
Yield vs target
98%
DistilPro
Fermentation
5 tanksF5 · maize
Hour 46 · RS 0.42%
Transfer to F2
18,400 L · Shift A
Lab sample
Lactic 0.08 · DP4+ 0.41
Distillation
Steam 6.31 MT/KL
The batch stays together — milling, fermentation, the lab, and distillation, with yield and recovery on the phone.
{CattleFeed}
CattleFeed
Good morning
Packed
18.4
Plan
22.0
Mill run
Batch packing
368 bags · 84% of plan
Formula
Approved · nutrient targets
Finished-feed QC
96%
CattleFeed
Production
OpenWeighing & packing
18.4 MT packed · Shift A
Gate & weighbridge
2 vehicles · QC clear
Raw material store
412 MT on hand
In-process QC
Pellet · sample in lab
The day’s run, the formula, and the bags — from the gate to finished feed, on the mill phone.
What we build
Focused delivery across AI, SaaS, web/apps, and custom systems.
Smart systems that save time inside your product.
Scalable multi-tenant apps with clean UX.
Fast, polished interfaces for operators and customers.
Systems shaped to manufacturing, ops, and services.
Why MSG
Useful intelligence inside real workflows — assistants, automation, and insight.
FileFree QMS is already running for plant quality teams — inspections, registers, and audits in one workspace.
We stay close through design, build, and launch — partnership, not a handoff.
Ready when you are
Tell us about FileFree QMS or the product you want to build.