Barbot / from field to product
Barbot starts in semiconductors, goes on-site with customers, and proves high-value workflows first— then productizes every successful delivery into capabilities reusable across customers. Field first, then product.
01 / WHY START IN THE FIELD
The Agents that matter
are not defined in demos—they are proven in real work.
We do not stop at a slide deck. We solve one important workflow with the customer, find the shared pattern across similar scenarios, and turn each field win into a faster, higher-value product capability.
02 / HOW WE WORK
From industry data to live tasks, from knowledge governance to evaluation, every delivery becomes more reliable and reusable next time.
INDUSTRY DATA
We continuously structure automotive, industrial, and consumer electronics materials into private datasets Agents can use. Own the data, understand the data, then let Agents work on top of it.
LLM WIKI
Compile scattered documents into maintainable knowledge with citations, versions, and conflict control—so chip answers stay accurate and cheap to maintain.
WORK AGENTS
Built around Sales, FAE, AE, and DE pain points—with project tracking across selection, VAVE, technical support, and MCU/DSP development.
EVALUATION
Measure accuracy, traceability, task completion, and safety boundaries on real semiconductor work—not just fluent language.
OWNED CHANNEL
Barbot Newsletter and semiconductor media channels keep us close to the industry, strengthen content reach, and feed long-term product insight.
03 / PRODUCTS
Every product comes from real semiconductor work, then is validated and reused in new customer scenarios.
DATASHEET INTELLIGENCE
Read datasheets, compare parameters, judge substitution fit, and cite evidence—turning second sourcing into verifiable engineering conclusions.
Always-on technical support for vendors and distributors. The public demo is Vector Chat: talk through selection, design-in, and tech questions, then escalate to humans when evidence is thin.
For MCU/DSP engineering teams: understand vendor docs and SDKs, then help with code generation, retrieval, and debugging. The public build is on the VS Code Marketplace.
Compile scattered documents into maintainable enterprise knowledge with citations, conflict control, and auditability.
A workbench for complex semiconductor tasks—connecting knowledge, data, tools, and specialist Skills for long-running work.
04 / HOW WE BUILD BETTER
Barbot uses a shared evaluation system to find weak points in models, knowledge, and toolchains—so delivery moves from “can answer” to “can finish the job.”
Validate conclusions on real chip tasks, not just fluent wording.
Important judgments cite documents, versions, and evidence locations.
Measure end-to-end task completion and usable deliverables.
Surface uncertainty and risk, and escalate to people when needed.
05 / INDUSTRY FOUNDATION
Barbot continuously works with datasheets, application notes, selection materials, automotive teardowns, and embedded SDKs—turning engineering practice into knowledge, tools, and evaluation for Agents.
START WITH REAL WORK
