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TEMRIK × PRESIEN
Private R&D Control Workspace
Private · Illustrative
Presien R&D Control Layer
Your engineering systems already contain the evidence.
TEMRIK links that evidence to the R&D record while the work is still fresh.
Track the experiment, source evidence, cost, owner and approval in one place.
120k+
AI model development / curation
600k+
real-world operating hours
Physical AI
edge + vision + field systems
Agents
intelligence into action
Public Presien information is used for meeting context. The operational records and values in this demo are illustrative.
Presien R&D Digital Twin
Illustrative control position
Action needed
TEMRIK found a missing engineering conclusion
Perception Model V17
Low-visibility detection · illustrative
72%
evidence confidence
✓ Training run found
✓ Field record found
✓ Code evidence found
✕ Conclusion missing
$3.18m
mapped R&D
$312k
evidence review
12
open gaps
82%
audit readiness
Illustrative TEMRIK demo values. They are not Presien internal data.
A familiar architecture applied to R&D evidence
PRESIEN
Machine → Sensor → Model → Signal → Agent → Human
Presien turns physical-world signals into machine intelligence that people can act on.
TEMRIK
Business System → Evidence → Context → Agent → Control → Human
TEMRIK turns engineering records into a traceable R&D position that an authorised person can review and approve.
Presien already uses this control logic in physical AI. TEMRIK applies it to the evidence around the R&D program.
By year-end
The evidence should already be compiled.
01
READ
Observe authorised sources
02
UNDERSTAND
Map activity to R&D context
03
DETECT
Find missing evidence
04
APPROVE
Humans decide
05
PRESERVE
Keep the proof traceable
30-day proof
Test it on two Presien projects.
PROJECT A
One completed R&D project.
Measure how much of the evidence chain TEMRIK can reconstruct.
PROJECT B
One active R&D project.
Measure whether TEMRIK can keep the evidence current as the work progresses.