AI-Assisted Pipeline and Deal Guidance for Enterprise Accounts (2027)
Rahul
VP
·
10
min read
AI-assisted pipeline and deal guidance is software that reads the calls, emails and CRM fields behind every open deal, flags which deals are at risk and why, and suggests the next action for the rep or manager. For enterprise accounts, tools that document this today include Gong’s AI Deal Monitor, Clari Inspect (now sold on Salesloft’s site), Salesforce Pipeline Inspection with Agentforce, Avoma’s Deal Health Score and Proshort’s deal and pipeline review with Ask Aria.
You can also ask questions about your pipeline in plain English. Salesforce’s Agentforce panel, Ask Avoma and Proshort’s Ask Aria all take typed questions about deals, and the test that matters is whether each answer links back to the call or email it came from.
Disclosure: we build Proshort, whose assistant Aria reviews deals and pipeline from real buyer conversations and also helps reps live on Zoom, Google Meet and Microsoft Teams calls. Every claim about other vendors below comes from their own websites and help docs, checked in November 2026, and we link each one so you can verify it.
Key takeaways
Deal guidance has three parts: deal-health signals, a suggested next action, and a way to ask questions about the pipeline. Check all three in a demo.
Gong, Clari Inspect, Salesforce, Avoma and Proshort all flag at-risk deals. They differ in which signals they document, where the answers show up and how pricing works.
Of these five, only Avoma and Proshort list prices on the pages we checked. Avoma’s deal health needs its Revenue Intelligence add-on ($29 per seat per month billed annually); Proshort includes pipeline review and Ask Aria in its $75 per rep per month Platform plan.
Plain-English pipeline questions work when the tool reads calls and email, not only CRM fields, and when every answer cites its source.
Run the weekly pipeline review from flagged deals and their evidence, not from rep-reported stage and gut feel.
What is AI-assisted pipeline and deal guidance?
AI deal guidance is the practice of using software to judge each open deal from what buyers actually said and did, then telling the seller what to do next. Pipeline guidance applies the same idea across all deals at once, so a manager can see which deals, segments or stages need attention this week.
It differs from a CRM stage report in one way. A stage field records what the rep believes. Deal guidance looks at evidence: whether the economic buyer has joined a call, whether the champion has gone quiet, and how long the deal has sat in its stage.
Most tools in this category do three jobs:
Monitor deal health. Score or flag each deal from activity, stakeholder coverage and conversation content.
Suggest the next action. Turn a gap into a step, such as mapping the executive sponsor or asking a budget question on the next call.
Answer questions. Let reps and managers ask about deals and the pipeline in plain language, with sources.
For the live-call side, see real-time AI deal guidance for enterprise sales. This article stays at the deal and pipeline level.
What are the top platforms that offer AI-driven deal guidance for complex enterprise sales cycles?
The table below compares five platforms on what each documents about deal-health signals, next-action support, plain-language questions and pricing. This is not a ranking. Each column comes from the vendor’s own product page or help doc, checked on each vendor’s site in November 2026.
Tool | Deal-health signals documented | Next-action support | Ask questions in plain language | Published pricing |
|---|---|---|---|---|
Proshort | Probability tier, momentum and MEDDICC per deal; champion silence, exec gaps, stalled threads | Suggested next move on each signal; MEDDICC gaps become next-call questions | Ask Aria across calls, email and CRM fields, with the source attached | $75 per rep per month billed annually, includes pipeline review and Ask Aria |
Gong | AI Deal Monitor: eight warnings such as Ghosted, No power and Stalled in stage | Flags deals so reps can step in; AI Tasker for next steps | Deal management page names AI Ask Anything for wins and losses | Not published on the deal management page |
Clari Inspect (Salesloft) | Deal health scores, stage movement and engagement signals across the pipeline | Surfaces risks continuously so leaders can step in early | Not described on the Inspect page | Not published; Talk to Sales |
Salesforce Pipeline Inspection | AI deal insights; Deal Strategy names blockers, objections and sentiment shifts | Deal Strategy identifies blockers to address | Follow-up questions in the Agentforce panel | Agentforce for Sales add-on required; price not on the help page |
Avoma | Deal Health Score from 0 to 100 with Low, Medium or High risk, risk drivers and alerts | Recommended next steps in the deal view | Ask Avoma can inspect a specific deal | $19 to $39 base seat plus $29 Revenue Intelligence add-on, per month billed annually |
Sources: Proshort deal and pipeline review, Proshort signal detection, Proshort pricing, Gong AI Deal Monitor help doc, Gong deal management, Salesloft pipeline inspection (Clari Inspect), Salesforce AI deal insights help, Avoma Deal Health help, Avoma deal inspection and Avoma pricing.
Want to see which of your open deals Aria would flag, and why? Bring a few real deals and we will walk through the signals, the evidence behind each one and the next action it suggests. Book a 30-minute Proshort demo.
Proshort
Proshort’s deal and pipeline review shows every active deal with a probability tier, 14-day momentum and MEDDICC status. Each judgement links to the call or email it came from. Signal detection flags items such as a champion silent for 17 days or no economic buyer after 32 days in stage and routes them to the rep, manager or RevOps. Suggested actions such as “Map the exec” or a save play are drafts; the rep decides what is sent, and CRM updates wait for rep approval.
Gong
Gong’s AI Deal Monitor shows warnings on open deals in the deal board or forecast board. Its help doc lists eight warnings: No activity, Ghosted, Overdue, Not enough contacts, No power, Pricing not mentioned, Red flag and Stalled in stage. Gong does well when a team already records calls in Gong and wants deal warnings next to its forecast. Its deal management page does not publish prices.
Clari Inspect (Salesloft)
Clari’s Inspect page now redirects to Salesloft’s pipeline inspection page, which describes deal health scores, stage movement and engagement signals across the pipeline, built from emails and meetings rather than rep-entered CRM updates. It suits forecast-centered pipeline inspection. Pricing is by quote.
Salesforce Pipeline Inspection with Agentforce
Salesforce’s AI deal insights add three buttons in Pipeline Inspection: Deal Summary, Last Interaction and Deal Strategy. Responses draw on opportunity data, call transcripts and email history, and users can ask follow-up questions in the Agentforce panel. It suits teams that want guidance inside Salesforce, but each user needs an Agentforce for Sales or Agentforce for an Industry add-on.
Avoma
Avoma’s Deal Health Score gives each CRM opportunity a 0 to 100 score with a Low, Medium or High risk level, re-scored as new activity arrives. It weighs buyer engagement, stakeholders, seller execution, CRM activity and recorded meetings. The deal owner needs the Revenue Intelligence add-on, and meetings must be recorded through Avoma.
Which AI tools monitor deal health in enterprise accounts, and what signals should they track?
All five tools above monitor deal health. The better question is which signals each one reads, because enterprise deals rarely fail for one reason. These are the signals worth asking every vendor about:
Activity gaps. No meetings or replies for a set number of days.
Stakeholder coverage. A single-threaded deal, or no economic buyer on any call. Gong’s Not enough contacts and No power warnings and Proshort’s exec-gap signal target this.
Champion silence. Your internal advocate stops replying.
Stage age. Time in the current stage against your won deals. Gong flags Stalled in stage; Proshort compares deals with the pattern behind your wins.
Pricing and budget. Whether pricing has come up, and how. Gong’s Pricing not mentioned warning looks for pricing objections in conversations.
Methodology gaps. Missing MEDDICC or similar fields. Proshort fills each MEDDICC letter from what the buyer said, with timestamps; Avoma describes methodology assessments.
Competitor mentions and tone shifts. New competitors in the conversation, or a change in buyer sentiment. Salesforce’s Deal Strategy names negative sentiment shifts.
Ask each vendor to open one flagged deal and show the call moment or email behind the flag. For more, see how sales leaders see at-risk deals from call data.
Can I ask questions about my sales pipeline in plain English with an AI tool?
Yes. Several tools now take typed questions about deals and the pipeline. Proshort’s Ask Aria reads calls, email and CRM fields and answers with the source attached. Its example questions include “Which deals need my attention today?”, “Brief me on all my upcoming calls today” and “Create an executive report of my meetings and deals”. Salesforce lets users ask follow-up questions in the Agentforce panel, and Ask Avoma can inspect a specific deal.
“How’s my pipeline looking?” is a fine start, but a narrower question gets an answer you can act on.
Vague question | Sharper question | What a useful answer includes |
|---|---|---|
How’s my pipeline looking? | Which commit deals have had no buyer reply in 10 days? | Deal names, last buyer touch, and the email or call it was found in |
Is the Acme deal OK? | Has the economic buyer at Acme joined any call? | Yes or no, names and call dates, and the gap to close |
Why did we lose deals last quarter? | Which objections came up in lost deals that also appear in open deals? | The objection, the lost deals, the open deals matching it |
What should I do today? | Which deals need my attention today, and what is the next step for each? | A short list ranked by value and urgency, with one action each |
Two checks keep these answers honest: the tool must read calls and email, not only CRM fields, and every answer should link to its evidence. We compare more tools in Ask your pipeline in plain English.
How to choose an AI deal guidance tool
Use this checklist in vendor demos. Each item is something you can confirm with your own data in a trial.
Evidence on every flag: can you click from a risk score to the call or email behind it?
Signals that match your losses: does the tool track the reasons your enterprise deals actually stall, such as no economic buyer or a silent champion?
Next actions, not just scores: does each flag come with a suggested step, and can the rep edit it?
Plain-language questions: can reps and managers ask about deals and the pipeline, and do answers cite sources?
Where guidance shows up: inside your CRM, in a separate app, or on the call itself.
CRM write-back control: are updates applied automatically or held for approval? See AI sales assistants for HubSpot and Salesforce.
Price you can see: a published per-seat price, or a quote that lists seats, add-ons and platform fees separately.
Security: SOC 2 Type II, ISO 27001 and call consent handling.
Where Proshort fits (and where it does not)
Proshort fits revenue teams that want deal guidance built from what buyers said, plus help on the call itself. Deal and pipeline review scores each deal from calls and email, Ask Aria answers pipeline questions with sources, and Aria Live joins Zoom, Google Meet and Microsoft Teams calls to privately show the rep sourced answers and the next discovery question, with nothing on the buyer’s screen. Listed CRMs include Salesforce, HubSpot, Microsoft Dynamics 365 and Zoho CRM. Proshort is SOC 2 Type II audited and ISO 27001 certified. Pricing is $75 per rep per month billed annually, plus $3 per call hour for Aria Live if you turn it on.
It is not the right pick for every team. If managers live in Salesforce and you already pay for Agentforce, Pipeline Inspection keeps guidance there. If your forecast runs on Clari, use Inspect. If every call is already in Gong, AI Deal Monitor adds warnings without a new tool. For the lowest published price on a deal-health score, look at Avoma.
FAQ
What is AI-assisted deal guidance?
AI-assisted deal guidance is software that reads the calls, emails and CRM fields behind each open deal, flags risks such as a silent champion or no economic buyer, and suggests the next action. Pipeline guidance does the same across all open deals.
What are the top platforms for AI deal guidance in enterprise sales?
Platforms that document AI deal guidance include Gong’s AI Deal Monitor, Clari Inspect on Salesloft, Salesforce Pipeline Inspection with Agentforce, Avoma’s Deal Health Score and Proshort’s deal and pipeline review with Ask Aria.
Can I ask questions about my sales pipeline in plain English?
Yes. Proshort’s Ask Aria, Ask Avoma and the Agentforce panel in Salesforce Pipeline Inspection take typed questions about deals. Answers are most reliable when the tool reads calls and email as well as CRM fields and links each answer to its source.
Which deal-health signals matter most in enterprise accounts?
Track activity gaps, stakeholder coverage including the economic buyer, champion silence, time in stage, whether pricing has been discussed, methodology gaps such as missing MEDDICC fields, and competitor mentions.
How much do AI deal guidance tools cost?
Avoma’s deal health needs its Revenue Intelligence add-on at $29 per seat per month billed annually on top of a $19 to $39 base plan. Proshort is $75 per rep per month billed annually including pipeline review and Ask Aria. Gong, Clari Inspect and Salesforce Agentforce pricing is by quote or add-on.
Ready to see AI deal guidance on your own pipeline? We will connect a sample of your deals, show which ones Aria flags and why, and walk through Ask Aria and live call help. Book a Proshort demo.
