The situation
Every product idea arrived in a different shape
An APAC corporate-gifting and branded-merchandise company serves hundreds of brands, from global FMCG names to enterprise marketers, through a global sourcing and fulfilment supply chain. Its work spans the full pipeline: take a customer's idea for a branded product, turn it into a real spec, source it, price it, and deliver it.
The catch was how those ideas arrived. A client might send a screenshot from a competitor's site, a logo file, a photo of a tote bag, and one line of text across email, Microsoft Teams, and Slack. Sales then had to interpret the product type, colour, material, logo placement, print area, quantity, and lead time before sourcing could act. Every inquiry began as manual translation, and Zoho CRM was updated by hand, if at all.
The company gave Junior the job of reading the request the way a person would, including the images, and turning it into something sourcing can act on immediately. Junior connects to email, Zoho CRM, Microsoft Teams, and Slack, and reaches out to sourcing channels. The differentiator is not text automation. It is visual understanding.
Impact TL;DR
- Reads customer images, logos, screenshots, and attachments, not just text.
- Converts multi-channel requests into a standardized, costing-ready procurement brief with missing fields flagged.
- Generates supplier and product shortlists from a reference image or link.
- Keeps Zoho CRM current automatically, so pipeline reflects reality.
- Turns a task that depended on a senior person's eye into a repeatable team workflow.
“A client sends one screenshot, and ten minutes later we have a proper sourcing brief. That used to take an afternoon of back-and-forth.
Sourcing Lead, Corporate Gifting Company
01
Use case
Reading the request: image and logo to procurement brief
The problem: Customer requests are image-heavy and unstructured. A junior salesperson cannot always tell the material or print method from a photo, and details such as dimensions, quantity, packaging, and customization slip through. Sourcing ends up asking the same questions back and forth, and response time balloons.
How they use Junior: Junior reads the images, logos, and text in a customer's email or message, extracts the product details, and produces a structured procurement brief: product type, colour, material, logo placement, print area, quantity, and lead time. Where something is missing, it lists the open fields for the salesperson to confirm.
“Junior looks at the picture and understands the product. It writes the brief we used to write by ourselves.
Sourcing Lead, Corporate Gifting Company
02
Use case
Sourcing on autopilot: reference image to supplier shortlist
The problem: Finding the right product and supplier meant an experienced buyer hopping between marketplaces, social platforms, and supplier sites, translating a picture into search terms in their head. That knowledge lived in a few people, and the search could not keep pace with sales.
How they use Junior: From the customer's reference image, link, or description, Junior generates the search terms and runs the sourcing legwork, assembling a shortlist of candidate products and suppliers with a match rationale and the items still to confirm. The path from what the client wants to who can make it gets dramatically shorter, and the process becomes reusable instead of locked in one buyer's head.
“It shortlists suppliers while I'm still reading the email. Sourcing finally keeps up with sales.
Sourcing Lead, Corporate Gifting Company
03
Use case
Keeping the CRM and the customer in sync
The problem: A single project's context was scattered across email, Teams, and Slack, while Zoho held only whatever someone remembered to type in. Pipeline data was incomplete, follow-ups slipped, and anyone new to a project had to dig through chat history to catch up.
How they use Junior: Junior identifies the client, project, and stage from incoming messages and drafts the Zoho update, creating follow-up tasks where needed, for the salesperson to approve before it writes back. When it is time to respond to the customer, Junior drafts the reply from the current project context with a checklist of missing information.
“Our CRM is finally accurate, because keeping it accurate isn't a separate job anymore.
Sourcing Lead, Corporate Gifting Company
How Junior changed how the company works
Visual requests became a repeatable operating workflow
- The picture is the input.Junior reads screenshots, product photos, and logos the way clients actually send requests.
- Every inquiry becomes structured.Messy asks turn into costing-ready briefs with the gaps flagged.
- Sourcing knowledge is shared, not siloed.The search process is repeatable, not stuck in one buyer's experience.
- Zoho reflects reality.Client, opportunity, and next step stay current without manual entry.
- Follow-up is a workflow, not a memory.Nothing depends on someone remembering to circle back.
About the customer
An APAC corporate-gifting and merchandise company
An APAC corporate-gifting and point-of-sale merchandise company serving hundreds of global brands, with in-house design and a global sourcing and fulfilment supply chain. The customer has been anonymized at their request.
multi-image visual understandingemail + Teams + Slack ingestZoho CRM read + writeweb sourcingapproval-gated writes and repliesmulti-agent workflow