EMS, ODM and OEM customers each buy differently
A distributor’s catalog spans many suppliers, and the customers on the other side of it are running very different businesses. Rapidflare builds the product catalog across your line card and gives each motion the agent it needs.
Two places, and they don’t behave the same way
Most distributors start internal and expand outward. Both run on the same product intelligence layer.
- We integrate with the knowledge sources your teams already rely on: Confluence, Jira, knowledge base, PIM and ERP.
- Responses to pre-sales and post-sales queries get faster and more accurate, without routing through a specialist.
- Sales ramp-up time drops significantly. No rep can hold every vendor’s portfolio in their head, which is why onboarding takes so long today.
- Product selection on your site, guiding customers through pre-sales inquiries the way an inside salesperson would.
- Technical support across the lines you carry.
- Custom agentic workflows: for example turning an incoming email request into a quote, integrated with your ERP or CPQ.
Same catalog, three different jobs for the agent
They share catalog complexity and nothing else. The workflows, the buying triggers and the winning move are distinct, so the agents are too.
Answer the BOM, fast and correctly
An electronics manufacturing services customer sends a bill of materials. You need to understand it, identify the components, find alternatives, cross-reference parts, check availability and sourcing, then come back.
The hard part isn’t finding an alternate part, it’s finding one that doesn’t break the integrity of the overall design. A substitution creates downstream dependencies, so cross-reference has to understand related components, technical compatibility, design constraints and the possibility of multiple substitutions at once.
How quickly and how accurately you respond to that BOM directly affects how quickly you win the business.
From a system requirement to a technical proposal
Your sales and application teams work with electronics companies at a high technical level: system requirements, architecture, the customer’s application, then the component requirements that follow from it.
The goal is to produce a technical proposal strong enough to get designed in, with as much of your line card in the design as the application justifies.
Rapidflare takes a high-level requirement and builds a system-level representation, generates the block diagram, identifies the components required, recommends parts from the lines you carry and drafts the proposal.
A plain-language requirement, resolved to a SKU
Not every distributor has a sophisticated PIM or a detailed technical product database. Plenty run on a line card, supplier websites, datasheets, basic product listings, and individuals’ knowledge.
So when a customer says "I need a marine rivet that’s waterproof, airtight, corrosion-resistant and rated to this pressure," a salesperson has to interpret the requirement, search supplier sites, open datasheets, compare products, sometimes call the supplier, and eventually land on a SKU.
Rapidflare can normalize your line card into a real product catalog and compress that hunt into one conversation.
One agent per line, not one agent for everything
A distributor’s catalog is really dozens of catalogs, each with its own conventions. An agent that blurs them together isn’t what the customer needs.
- You get a selling agent per supplier line, so a question about one vendor’s portfolio is answered from that vendor’s documentation.
- Technical support agents cover the lines where the support burden justifies one.
- Your own products and IP get their own agent, separate from the supplier lines you distribute.
- Sources are named and namespaced per vendor, so nothing leaks across a boundary that matters commercially.
- Supplier relationships are contractual. Vendor content stays inside vendor scope.
- Accuracy improves when the agent is not reasoning across three vendors’ conflicting terminology at once.
- You can add a line without rebuilding: a new supplier is a new hub, not a migration.
- Usage is visible per line, which is useful evidence in a supplier conversation.
Macnica runs product selection agents across their supplier line card, a separate selling agent per vendor, plus technical support agents on several product lines, used day to day by their own sales teams and field application engineers.
What moves
Design wins get decided by whoever puts a credible technical answer in front of the customer first. For a distributor, that is a response-time problem long before it is a product problem.
Common questions from distributors
We carry hundreds of supplier lines. Where do we start?
With the lines that generate the most technical inquiry, not the most revenue: they are rarely the same list. We stand up a hub per line, so you can start with three and add the rest as the value is proven. Nothing about the first three constrains the next thirty.
What if we don’t have a PIM, or ours is incomplete?
That is common, and it is a large part of the work. We build the product catalog across your line cards from supplier documentation and whatever structured data exists, and normalize it. For many distributors this is the first time the line card has existed as a queryable product database.
How does cross-reference avoid recommending a part that breaks the design?
By reasoning over relationships rather than matching a spec row. The agent looks at related components, technical compatibility and design constraints, and where a substitution has downstream implications it says so instead of returning a confident single answer. Anything it cannot resolve is surfaced rather than guessed.
Can we expose this to our customers, or is it internal only?
Either. Most distributors start internal with sales and support, then expose product selection externally once they are confident in the answers. The same layer serves both, with different scope.
What if our suppliers are sensitive about their content?
Understood, and it is the reason for the per-line architecture. Each supplier’s material sits in its own hub with its own sources, and the agent for one line does not reason over another’s documentation.
Related
Start with three lines
Tell us which supplier lines generate the most technical inquiry and we’ll build agents on them, so you can judge the answers before you commit.
SOC 2 Type II · Every answer traceable to its source