My name is Shae McEntire. I work for a sourcing software company called Talin.
Most mid-market teams I talk to already know what "good" looks like.
A clean intake. A clear RFx. Replies in one place. Scores the buyer can stand behind. They do not need a lecture on strategy.
What they need is a way to get there without a nine-month suite project.
The suite tax
Big platforms promise the whole stack. Category management, contracts, intake, supplier portals, analytics, and a long list of modules that all want a seat at the kickoff.
That path can work if you have a year, a PMO, and a budget that survives both.
Most teams running 10 to 25 events a year do not have that. They have next quarter's award. They have a category owner who wants the packet out this month. They have suppliers who need about five days to respond, not a new portal account to learn.
So the event stays in Word, email, and Excel. Not because the team prefers it. Because the alternative looked like a program, not a tool.
What an AI-assisted event actually needs
You do not need every module. You need four things in one place.
Intake. Who owns the category, what changed since last time, and what "done" means for this award. AI can pull the last packet and draft the gaps. A person still decides what goes out.
The RFx. Requirements, weights, and the ask, in one version everyone can see. AI drafts the slow parts. The buyer edits. No more "final_v7_REAL.docx" in three inboxes.
Replies. One place for suppliers to respond. Same fields. Same format. No day spent building a comparison matrix so the team can even read the bids.
Scores. Weights locked before replies land. Scores visible while the event is live. Leadership can ask where it stands without waiting on someone's laptop.
That is buyer-side work. Drafting, workflow, scoring, visibility. The award stays with the buyer.
What AI should (and should not) do
AI is useful when it cuts paperwork. Draft the RFx from last year's event. Normalize reply fields. Flag missing tabs. Score against the weights you already set.
AI is not useful when it pretends to pick the winner. Your team knows the category. Your stakeholders own the risk. The software should make the packet and the comparison honest, then get out of the way.
Strategic work. Not paperwork. Select the right supplier faster. Automate what can be automated. Simplify the rest.
You do not need a year to start
If your events still live in email, you do not need a suite rollout to stop that.
You need one place for the event. You need suppliers who can respond without a paid seat. You need scores ready when the buyer is ready to award.
That is what Talin is built for. We are Talin at talinsource.com. Not talin.ai (recruiting). Not a supplier-side bid tool.
One manufacturer we already wrote up cut buyer work on a fleet services event from about 35 hours down to 4. Same facts as the case study. No new numbers.
If you want to walk a live category in 30 minutes, that is the demo.