Founder-led applied AI studio
We build AI systems that complete real work.
PrimeArcTech turns costly workflows into production systems,
then proves the craft through products like FieldRelay.
What we build
Agents that carry the work, not the demo.
Models, tools, policies, and human handoff in one system,
scoped tightly enough to prove before it ships.
How we deliver
Frame. Prototype. Test. Ship. Monitor.
Direct delivery with visible artifacts and human controls,
from the first valuable loop to monitored operation.
Choose the problem you actually have.
One consequential system, scoped tightly enough to prove it.
Recommended direction
Build an AI workflow system.
Map the decision, the tools, the exceptions, and the human owner before writing production code.
- First scope
- Workflow map, smallest useful loop, operating boundaries
Recommended direction
Shape and prove the core product loop.
Test model behavior and user value before the roadmap becomes expensive.
- First scope
- Product thesis, prototype direction, evaluation plan
Recommended direction
Harden it for real operation.
Add policies, evaluations, failure paths, monitoring, and human handoff.
- First scope
- Production architecture, risk controls, launch decision
Not a fit: generic content production, staff augmentation, or automation without an accountable owner.
Owned product
Our proof talks back.
FieldRelay is a working voice product, not a portfolio mockup.
LIVE CALL
Interrupt. Price check. Receipt.
FieldRelayby PrimeArcTech
Challenge the agent. Interrupt it. Push for a price. Watch the policy decisions and the receipt.
- Real browser voice call
- Visible transcript
- Provisional sandbox receipt
ArchitectureBoundaryReceipt
What makes the system trustworthy?
Architecture mapModels, tools, data, people, failure paths
Boundary policyAllowed actions, refusals, human handoff
Adversarial testEdge cases, prompt attacks, unsafe requests
Operator receiptWhat happened and what a person does next
From one workflow to a system you can run.
Direct delivery, visible artifacts, human controls, and one accountable builder.
Method
Frame to Monitor
- 01 Frame
Choose one valuable loop
- 02 Prototype
Prove the core behavior
- 03 Test
Attack failures and boundaries
- 04 Ship
Deploy with clear ownership
- 05 Monitor
Review behavior and improve
About
People behind real systems.
A three-person Bangalore studio. Direct delivery, named owners, and systems we still operate after they ship.
Read the full bios
Akshay P MSenior IoT Platform Engineer
Navaneet DeshpandeSenior System Engineer
Shreyas ShivakumarApplied AI EngineerFree AI Workflow Audit
See which loop is worth automating first.
Bring one repeated, expensive, or error-prone workflow. You get the strongest opportunity, the first useful scope, and a clear next move.
FreeDirect review
No sales sequence
Get a free AI audit Free fit assessment. No automated sales sequence.No sales sequence
Your audit covers
- Best opportunity worth automating
- Smallest useful system scope
- Key risks and human controls
- Build, buy, narrow, or stop recommendation
No complete architecture. No revenue promise. No obligation to build. If an existing tool solves it, we say so.