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Sales AI that prepares the account story.

Turn scattered CRM notes, call transcripts, collateral, product usage, and support history into briefs, follow-ups, and risk signals.

Map Sales Workflow See Case Studies
Direct Answer

Where AI fits in Sales work.

AI for sales teams should prepare the account story, not decide what a buyer needs. Quellix connects approved CRM, call, email, product, support, and pricing context so an AI sales assistant can produce account briefs, proposal drafts, CRM automation suggestions, and renewal signals for a representative to review.

Connected Context

CRM, email, call, support, and product context are pulled into a single account view before the meeting.

Workflow Action

AI assistants draft prep briefs, follow-ups, proposal language, and CRM updates behind human approval.

Reviewed Handoff

Managers can inspect suggested actions, source material, and writeback history after every sales workflow.

Workflow language
AI sales assistantaccount intelligenceCRM automationproposal automationrevenue intelligencesales copilot
Operating Context

Start with the friction already inside the workflow.

Scattered context

Account intelligence is split across CRM records, call transcripts, inboxes, support history, and product activity before every customer conversation.

Manual coordination

Reps repeatedly rebuild meeting briefs, proposal sections, follow-ups, and CRM updates instead of advancing the opportunity.

Hidden risk

A sales copilot creates commercial risk when it uses outdated pricing, misses an active objection, or writes to the CRM without review.

Context Sources
  • CRM accounts, opportunities, activities, and ownership
  • Call transcripts, approved email history, and meeting notes
  • Product usage, renewal dates, and support signals
  • Current collateral, pricing guidance, and proposal templates
How it works

How custom Sales systems operate.

We map each production workflow: where we connect the context systems, the custom workbench we build, how human operators review outputs, and the operating checks included in a scoped release.

Context Ingestion

Complete customer history search.

Our search tool gathers sales histories, meeting recordings, support tickets, and recent emails into a single overview, helping reps prepare for calls instantly.

Client Cloud IngestionIllustrative workflow state
Salesforce Leads
Gong Transcripts
Representative Inbox
Support Tickets
Unified CorePre-Meeting Client Brief
Custom Solution

Renewal risk and account health alerts.

Our analytics systems track customer health trends, spot drops in product usage, and alert your team about accounts that are at risk of leaving.

Rep Workspace & Draft ComposerRepresentative Client View
Target Contact
Aishvary K. (Hospital Chief)
Engagement Score
0.94 / High
Draft Follow-Up Emailcustom-writer.ai

Hi Aishvary, following our recent call, I have compiled our custom search system proposal mapped to your patient record folders...

Tokens: 38 Checked against playbook
Rep Review Gate

Outreach and email draft assistant.

The system drafts tailored follow-ups, proposals, and customer updates, letting reps edit and approve them before sending or saving.

Human-in-the-Loop Review GateSafety Control Queue
Active Safeguard Verifications
1. Lead Details Verified Checked
2. Client Brief Finalized Checked
3. CRM Status Update ReadyReview Pending
Operating Loop

Leave behind a system your team can inspect after launch.

Usage, quality, latency, cost, approval rate, and failure patterns are exposed so the release can improve safely over time.

Operations DashboardDeployed Monitoring Suite
Activity Flow
8.4/s
Flow Cost
₹0.081
SLA Check
Pass
P95 Pipeline Latency182ms · under budget
Verification Status: Activity Logs Secure
Use Cases

Where this becomes a scoped first release.

Each use case is linked to the services that would actually build it. Case studies appear only where the proof matches the workflow.

01department

Account-prep AI assistant

Create a short meeting brief from account history, buyer context, active risks, approved collateral, and open commitments.

Relevant Services
Enterprise AI Search & RAG Solutions
Workflow Directory

Practical places to start, grouped around the work.

These are scoped implementation areas, not a promise to automate every decision. Open a group to see the context, review path, and operating feedback that belong in the first release.

Account preparation

Assemble a current account brief from the buyer relationship, open commitments, product use, and unresolved service issues.

Account timeline

Order material conversations, stage changes, and commitments with links to the source records.

Meeting brief

Draft objectives, stakeholder context, open questions, and risks for representative review.

Gap check

Flag missing ownership, stale opportunity fields, and unsupported assumptions before the call.

Proposal and follow-up drafting

Use approved product, service, legal, and pricing material for proposal automation without making unapproved promises.

Source-backed draft

Prepare relevant sections and cite the approved commercial material used.

Rep approval

Hold recipient, pricing, scope, and commitment language for the opportunity owner.

CRM writeback

Suggest next steps and field updates, then record only the changes the rep accepts.

Renewal and pipeline signals

Combine activity, customer health, support friction, and stage history into reviewable revenue intelligence.

Signal definition

Document which usage, engagement, and service events affect the score.

Ranked review queue

Prioritize accounts with the contributing evidence visible to managers.

Outcome tracking

Compare alerts with rep action and renewal results without treating correlation as proof.

Controls And Handoff

Build the stopping points before the automation.

Territory-aware access

Restrict account context to assigned teams and preserve CRM visibility rules.

Commercial approval gates

Require a representative to approve pricing, scope, claims, recipients, and external messages.

Writeback history

Record proposed and accepted CRM changes so managers can inspect automation quality.

Limits to keep visible

  • Sparse CRM hygiene limits the quality of account briefs and revenue signals.
  • Renewal and expansion scores prioritize review; they do not establish buyer intent or replace representative judgment.
  • Drafting must stop when approved pricing, legal terms, or current product facts are unavailable.

What your team receives

  • Account-context and access map
  • Approved sales content and pricing retrieval policy
  • Proposal, follow-up, and CRM approval workflows
  • Revenue-signal evaluation and manager review guide

Faster preparation for qualified customer conversations.

More consistent proposals, follow-ups, and CRM records.

Earlier review of account risk with contributing evidence attached.

Next Step

Map the Sales workflow before choosing the model.

We identify the context sources, action boundaries, review gates, and launch path needed for a safe first release.

Talk to an AI Engineer