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Chip types & paradigms, product definition, front-end architecture, verification, back-end implementation, DFT/ATE, high-speed I/O, security & FuSa, package/system integration, manufacturing & reliability, software stack, key specs, design hooks, costs & program, and quick pairings.

Chip Types & Paradigms

Product Definition & Spec

Target Workloads

KPIs: throughput, latency and energy efficiency (TOPS/W, Gbps/W).

PPA Trade-offs

Frequency/voltage domains and process corners shaping PPA.

Cost & Yield

Die area, masks/MPW, packaging and test BOM impacts.

Front-End & Architecture

IP Selection

CPU/GPU/DSP/NPU/ISP/video/audio licensing and P/A/P models.

Verification & Validation

Back-End Implementation

DFT & ATE

Boundary Scan

IEEE 1149.1/1149.6 for board and system diagnostics.

ATE Patterns

Shmoo, yield analysis and speed/power binning.

High-Speed I/O

Security & Functional Safety

Crypto Engines

AES/SHA/RSA/ECC/TRNG acceleration for sessions/storage.

Package & System Integration

Manufacturing, Yield & Reliability

Yield Ramp

FA, SPC/DOE and EFA/EBIRCH-based debug plans.

Reliability

HTOL/HAST/ESD/LU/TDDB/BTI with lifetime modeling.

Software & System Stack

OS & Drivers

Power/clock/IO/MMC/PCIe/Ethernet driver bring-up.

Key Specs & Selection

PPA Metrics

Dynamic/static power, peak/avg perf and area/cost.

Design Hooks & Pitfalls

Firmware Sync

Co-develop HW/SW with FPGA protos to avoid slips.

Cost & Program

NRE Costs

Masks/design/IP licenses, DV, ATE and certifications.

Ramp Plan

Pilot→PVT→PRQ with CPK/DOA/PPM quality gates.

Stepping & ECO

Reserve metal ECO and DFX; maintain compatibility matrix.

Quick Pairings

Edge AI SoC

Cortex-A + NPU, LPDDR4-ECC, PCIe Gen3, GbE, secure boot and DVFS.