Services
Two businesses, one bench
R&D services for constrained, production-bound devices — and a verified supply line for the components they run on. Engage us as plug-in engineers for your team, on a fixed-price prototype, or end to end from audit to production.
01 — Engineering & Design
Design services
Models, firmware and architecture engineered for constrained, production-bound devices.
Edge AI & Model Development
Custom models engineered for constrained devices — trained, quantized and validated against production data. Deliverables: trained weights, quantization report, evaluation suite. Tooling: PyTorch, ONNX, TensorRT, TVM.
Inference Optimization & Deployment
Latency and power budgets honored; deployment validated under production thermals. Deliverables: optimized runtime, fleet rollout plan, rollback path. Tooling: TensorRT, ONNX Runtime, edge runtimes, thermal-aware benchmarking.
DevOps & MLOps Engineering
Reproducible pipelines and sane infrastructure. Deliverables: pipeline source, runbooks, monitoring setup. Tooling: Kubernetes, Terraform, CI/CD, MLflow.
Engineering Consulting
Senior review of architectures, BOMs and roadmaps. Deliverables: written opinion, risk register, prioritized roadmap. Tooling-agnostic — the output is the decision quality.
02 — NPI & Prototype Support
From design to manufacturable
DFM feedback, BOM validation, testing and certification preparation — with qualified manufacturing partners.
CAD & Mechanical Design
Enclosures, thermal and mounting design. Deliverables: STEP/DWG files, 2D drawings — fabricator-ready without follow-up calls. Tooling: KiCad/Altium schematic & layout, mechanical CAD exports.
Prototyping
Boards, firmware and enclosures iterated in tight loops. Deliverables: working artifact, BOM, gerbers, firmware source. Tooling: STM32/ESP32, Zephyr/FreeRTOS, instrumented bench.
NPI & DFM Support
New Product Introduction support: design-for-manufacturability feedback (stack-up, clearances, panelization), BOM validation against availability, and prototype-to-pilot coordination with audited, qualified manufacturing partners.
Testing & Validation
Board bring-up, design validation and functional test plans — thermal, power and signal verification before you commit to volume. Deliverables: validation report, test procedures, issue register.
Certification Support
CE/FCC/Bluetooth qualification document preparation and EMC pre-compliance planning. Deliverables: pre-compliance checklist, documentation package, test-lab coordination.
03 — Sourcing & Supply Chain
Components, logistics, continuity
From single samples to production volumes — including the hard-to-find and the obsolete.
Component Sourcing & Trading
Industrial electronic parts, embedded devices and hardware sourced and traded under export code 451613 — including hard-to-find and obsolete components through a vetted supplier network. Deliverables: verified supply, supporting documentation.
Logistics & Incoterms
EXW, FOB and CIF arrangements agreed per order; lead times quoted at RFQ. Samples policy: evaluation units shipped before volume commitment.
Compliance & Traceability
Parts verification with a counterfeit-mitigation process: provenance checks and RoHS/REACH documentation on every sourced line. Banking and customs paperwork handled end to end.
EOL & Obsolescence Support
Sourcing continuity for end-of-life and discontinued components, including last-time-buy coordination before parts disappear.
Cost-Savings & Alternative-Part Programs
Qualified alternative parts and dual-sourcing options reviewed for fit, availability and compliance — with documented rationale for every change.
04 — Sustaining & After-Launch
The half that keeps products alive
Firmware maintenance, supply continuity and replenishment after your product ships.
Firmware & Software Maintenance
Post-launch updates, security patches and board-revision support. Deliverables: change records, release notes, regression results.
Supply & Replenishment
Re-order handling, lead-time management and component replacement when parts change or go end-of-life.
Obsolescence Planning
Forward-looking EOL visibility and migration recommendations — planned before components disappear, not after.
How we work
Engagement model & process
Three ways to engage
Plug-in engineers for your team, a fixed-price prototype engagement, or audit-to-production support. A dedicated project manager is your single point of contact in every mode — an extension of your team, not a vendor behind a ticket queue.01 · Requirements
We help write or review your requirements — a well-written spec is the cheapest risk reduction available.
02 · Estimate
Fixed-price proposal with frozen scope; deliverables, stage gates and IP terms defined in writing.
03 · Weekly plan-vs-actual
Transparent progress: weekly reporting against schedule and budget, with risks surfaced in writing — not in meetings.
04 · Validation & sign-off
The working artifact is demonstrated against the agreed requirements before transfer.
05 · Artifact transfer
Sources, drawings, models and documentation transferred at final payment. You own everything.
Where we work
Typical domains
Scope statements, not claims — the industries and buyers our services are built for.
Industrial automation
Controllers, gateways and instrumentation for factory and process environments.
IoT & edge devices
Connected products, sensors and gateways with real deployment constraints.
Laboratories & test equipment
Instrumentation and data-acquisition hardware built for repeatable measurement.
Export buyers & integrators
Embedded hardware sourced to spec and documented for customs — quantities from samples to volumes.
Tell us the spec
One email, two business days — a straight answer with estimate, risk note and lead times.