Smerdoff
Smerdoff / AI for Sales Teams

AI Adoption for B2B Sales Teams

Most sales AI ships as a feature inside an enterprise engagement platform priced for hundred-rep teams. We build focused AI features — lead scoring or automated follow-up drafting — sized and priced for a mid-size sales org.

Lead ScoringFollow-Up DraftingPipeline InsightsFaster Response Time
AI adoption dashboard for a B2B sales team showing lead scores and drafted follow-up emails
65%
of support queries are now resolved without a human — up from 52% in 2023
LiveChatAI
21×
more likely a lead qualifies when contacted within 5 minutes — AI replies instantly
MIT / InsideSales

Where AI actually pays off in B2B sales

Not every AI feature is worth building. These are the ones with a measurable return.

Reps work the right leads first

AI scoring ranks leads by likelihood to close based on firmographic and behavioral signals.

Faster follow-up, less blank-page time

AI drafts follow-up emails from call notes and CRM context, ready for a rep to review and send.

Fewer leads going cold

Automated follow-up prompts catch leads that would otherwise slip through the cracks.

Built around your existing CRM

AI features integrate with your current CRM instead of requiring a new sales engagement platform.

Sized for mid-size sales orgs

No enterprise minimums or per-seat licensing fees that don't make sense at your scale.

You keep the data

Scoring and drafting models are built on your pipeline and deal history and stay under your control.

AI features we build for B2B sales teams

Pick the ones that match where the manual work actually is.

Lead scoring

Ranks inbound and outbound leads by fit and intent using firmographic and engagement data.

Automated follow-up drafting

Generates follow-up emails from call notes, meeting transcripts, and deal stage.

Deal risk flagging

Flags deals going quiet or missing typical progression signals for manager review.

Call and meeting summarization

Turns call recordings or notes into structured summaries logged straight to the CRM.

Next-best-action suggestions

Recommends the next step on a deal based on patterns from closed-won opportunities.

Reporting dashboard

Tracks lead conversion, response time, and deal velocity in one place.

FAQ

No. We build AI features that integrate with your existing CRM rather than requiring a new sales platform.

Full sales engagement and conversation intelligence platforms are priced for large sales orgs and come with a lot of features you won't use. We build focused scoring and drafting features sized for teams that want targeted AI without adopting a whole new system.

Accuracy improves as the model learns from your closed-won and closed-lost history, but even directional scoring helps reps prioritize outreach more effectively from day one.

A focused feature like lead scoring or follow-up drafting usually launches in 5-8 weeks.

Related

Get a free estimate for AI in your sales team

Tell us where the manual work actually is — lead prioritization or follow-up — and we'll scope a focused AI feature.