Movement I
Signal
We start where the value leaks. Two weeks inside the operation, instrumenting decisions rather than interviewing about them, until the problem is stated in numbers you can defend.
00 — Origin · Est. 2014
Intelligence, engineered.
Sears iTech is an applied-AI studio. We design autonomous systems, decision engines and machine perception for organisations that intend to lead their category — not survive it.
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01 — Thesis
Most companies adopt intelligence. A few architect it. The difference is never the model — it is the system, the data spine and the judgement wrapped around it.
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Years compounding applied research
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Production systems shipped and owned
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Median return inside eighteen months
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Industries, from freight to frontier silicon
01
Agentic Systems
↗
Operators that plan, call tools and close the loop — with the guardrails that make autonomy survivable.
02
Applied Research
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Frontier work translated into your latency budgets, your domain data, your benchmark.
03
Machine Perception
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Vision, audio and document intelligence where the signal is messy or arrives too fast to read.
04
Data Foundations
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Ingestion, lineage, retrieval, governance. Nothing above this layer is better than this layer.
05
Interface Intelligence
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Making probabilistic systems legible: confidence, provenance, and an exit door.
06
Assurance & Ops
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Evaluation, observability and red-teaming, so what you shipped is what you still have.
04 — Evidence
Systems
in the world.
Selected work. Names withheld where the advantage is still compounding.
Global logistics
The autonomous exception desk
Eleven thousand daily freight exceptions triaged, priced and resolved by an agent network, with human review reserved for the tail that actually needs a person.
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Manual touches removed
Financial infrastructure
A real-time model risk observatory
Every model in a 400-model estate continuously evaluated against live outcomes, with drift, lineage and regulatory evidence produced as a by-product rather than a quarterly scramble.
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Faster incident detection
Advanced manufacturing
Perception on the line
Micro-defect detection at 240 frames per second on edge silicon, trained on a synthetic corpus we generated because the real defects were, thankfully, too rare to learn from.
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Recall at production speed
05 — Contact
Let's build.
Studios
Bengaluru — Indiranagar
Singapore — Tanjong Pagar