ENTERPRISE-SALES KNOWLEDGE-GRAPH.
The BRAIN that powers successful agentic AI initiatives.
The BRAIN that powers successful agentic AI initiatives.
Spotlight.ai Platform
Inspection
guardrails
judgment
cost
INPUTS
Emails
.png)
Meetings
.png)
Teams
.png)
Zoom
.png)
Google Meet
.png)
Slack
.png)
Notes
KNOWLEDGE - GRAPH BRAIN
Maps inputs into a unique semantic structure and de-constructs into 40M+ atomic AI-signals to make decisions
%201.png)
AI OUTPUTS
RevOps Analytics & Learnings
RevOps Analytics & Learnings
|
Winning & Losing Patterns
|
People Analysis
|
Velocity & Engagement
Value Sales Assets
|
Sales Presentations
|
Business Cases & BVAs
|
Sales – CS Handoff
|
CS Value Realization Decks
|
QBR Decks
|
Adaptive Value Discovery
Rev Leaders
|
Qualification (MEDDICC)
|
Deal Risks & Next Steps
|
Deal Inspection & Forecast
|
Contacts & Persona Mapping
|
Email follow ups & CRM Entries
|
Coaching On Account Strategies
Spotlight.ai Knowledge Graph
Spotlight.ai Knowledge Graph
Data and structure is the ever-growth moat
LAYERED LEARNING
|
Enterprise sales layer
|
Industry knowledge layer
|
Customer-specific playbook & interactions
|
Winning and losing patters
Perfecting signals across all customers, industries and privately per-customer
UNIQUE ENTERPRISE
VALUE-SALES STRUCTURE
Semantic structure of pre-learned entities & relations for enterprise sales driven by $8B managed & hundreds of sales leaders, CROs
DE-CONSTRUCTION OF COMPLEX CONCEPTS
Complex concepts broken down to millions of atomic AI-signals that are matched, scored and roll back up to decisions.
Total of over 40M+ signals and growing.
(Example: over 210K contacts qualified for deal champion matching over 5M signals to date)
Hybrid Consumption Model
Spotlight.ai Knowledge Graph Brain (Platform)
Critical Infrastructure for Agentic AI Initiatives
Critical Infrastructure for Agentic AI Initiatives
MCP Server Access to the Knowledge Graph
Agentic tools access through MCP, optimized for client cost and performance
Full Agentic Platform Out-Of-The-Box
Full Agentic Platform Out- Of-The-Box
RevOps
Analytics
Value
Intelligence
MEDDPICC
Deal Intelligence
Pre-built, specialized AI agents for end-to-end revenue operations. Embedded into existing workflows and tech-stack
LLM Accuracy & Hallucinations
|
Large number of questions + many unstructured sources (transcripts, emails, WWW) + complex concepts drive severe accuracy issues. No practical way to validate the outputs at scale.
LLM Predictability and Consistency
|
LLM outputs are inconsistent and may require numerous iterations — which is an adoption killer for sales teams.
Lack of Knowledge of the Specific History
|
Every industry, organization and deal has historic context that impact decisions. Ignoring that is like hiring a college student.
No Feedback and Learning Mechanism
|
LLMs don't analyze and incorporate learnings automatically so there is no ongoing improvement mechanism.
Controlling the Cost
|
Cascading agents drive out of control tokens cost. While insufficient at a small scale, any deployment at scale must take cost into consideration.
Other Conversational Tools Have Common Limitation
Arming sales teams & Champions is Consuming
|
Identifies and qualifies champions and other stakeholders.
|
Advances deals’ activities, stages and qualification (e.g. MEDDIC).
|
Adaptively guides the discovery in each situation.
|
Differentiates and presents value for each opportunity.
They Generate Texts
The Value experts’ bottleneck
|
Captures structured-data and new leading indicators.
|
Full data consistency and hygiene across the entire pipeline.
|
Analyzes your pipeline, people, process and winning patterns.
|
Reduces friction and distractions for sales teams and leaders.
Endless Human Inspection & Action
Disparaged worksheet and slides do not scale
|
Fact-checks and validates the status of each deal based on evidence.
|
Predicts and guides reps in mitigating material risks in every opportunity.
|
Focuses reps on critical next steps to win the deal.
|
Bottom-up, metric-driven forecast.
Static tools break at scale
Live / recorded conversation
Automatically connects calls to opportunities based on participants names and email
Unstructured Layer
Signals
Figures
Questions
Answers
Names
Roles
Automatically breaks anything into numerous atomic signals, guiding the Language Model to look for the specific atomic signals
Structured Data
& Evidence Layer
Metrics
Contacts
Evidence
Structured Answers
Customer Voice
Captures atomic signals as structured data along with the actual customer words as evidence
Model Layer
Activities
Questions
Using additional AI layers to accumulate the structured data into a model of the big picture, with its rich context and nuances
Logic Layer
Winning Patterns
Deal Logic
Qualifiers
Business Case Logic
Applies additional layers of logic to qualify, identify gaps, drive automated action, guide reps and generate optimized assets.
Spotlight Outcomes
MEDDICC Status
Deal Scores
Discovery Guidance
Customized Assets
Proactive Follow-up
Contacts
Uses additional AI layers on the structured data to uncover the winning patterns and constantly improve its decisions and outputs, driving ever increasing productivity and predictability.
Meet Your Elite Agent Squad:
AI Specialists Working 24/7
Each agent has a unique personality and expertise - together they automate your entire revenue operation .
Analytics Agent
Real-time dashboards & adoption insights. Measures impact, usage, forecast accuracy, rep performance, and ROI.
Research Agent
.png)
Account intelligence: news, M&A,
org moves, competitor signals, benchmarks. Connects external data with internal opportunity context.
Inspection Agent
.png)
Autonomous deal inspection & bottom-up forecasting. Highlights fact vs. opinion, slippage risk, and win/loss patterns.
.png)
Discovery Agent
Captures every conversation: calls, emails, Slack, meetings.
Extracts signals, risks, and actions — privacy-aware and channel-agnostic.
Debrief Agent
Autonomously creates summaries, follow-ups, and next-step mentoring.
Updates CRM with outcomes and prep for next meetings.
Qualification Agent
.png)
Deep MEDDPICC deal evaluation.
Scores Champions, Economic Buyers, metrics, and risk factors.
See the Tech Behind the Results
Experience Spotlight through interactive demos.
No fluff — just real tech solving real problems.
Goodbye gut-feel Hello grounded reality
Spotlight analyzes real activity across calls, emails, and CRM to expose what’s actually happening in a deal — not just what the rep says.
Uncover hidden risk early (like ghosting or missing power).
Replace anecdotal deal reviews with observable data.
Give managers and reps a shared, objective truth.
Your calls, automatically turned into clarity
No more messy notes or misaligned handoffs. After every sales meeting, Spotlight delivers:
Instant call summaries with context and nuance.
Actionable next steps and AI-detected deal signals.
A structured, searchable record that’s always up to date.
Quantified value Differentiated impact
Spotlight guides reps to document business pain, connect it to value drivers, and quantify the outcomes.
Frame deals in the buyer’s language — not just features.
Align messaging across every stakeholder and stage.
Strengthen negotiation with data-backed ROI.
