AI-Powered Cyber Supremacy in Sales

Raw traffic in.
Revenue intelligence out.

AI finds your real buyers. AI watches every sales conversation. You see where money leaks — and stop it.

0% more revenue
0% less ad spend
0% higher conversion

What's costing you revenue?

Choose one — we'll show you the solution

Two products. One closed loop.

LeadIntel handles inbound intelligence. PlaybookIntel monitors outbound execution. Together, they give you full-cycle revenue visibility — from first contact to closed deal.

LeadIntel
PlaybookIntel
Lead all inbound traffic
finds real buyers
Qualified scored & routed
closes more deals
Customer closed deals
Closed attribution loop

Know whether a lost deal was a bad lead or bad execution — for the first time, marketing and sales accountability are separated.

Compounding accuracy

Every human review improves AI qualification. Every sales insight retrains scoring models. The system gets smarter every week.

Single source of truth

Both products share the same data layer — CRM events, messages, calls, transcripts. No reconciliation. No duplicates.

LeadIntel

AI-powered inbound intelligence. From first WhatsApp message to sales handover — every lead is qualified, scored, enriched, and routed. Automatically.

01

Qualification

An AI chatbot engages every lead instantly via WhatsApp — in English, Arabic, Hindi, and other languages. It gathers requirements, validates eligibility, detects VIPs, and disqualifies noise. 100% of junk traffic filtered before any human involvement.

Multilingual VIP Detection Real-time A/B Testing
02

Discovery

Mines every conversation to extract structured data — nationality, visa type, destination, income range, VIP status, and 80+ more parameters. This data never reaches CRM otherwise: disqualified leads vanish without a trace. We capture intelligence from every single interaction.

88 Parameters Every Lead Invisible Data Ad Hoc Queries
03

Assessment

ML model scores every unassigned lead by probability of closing. Gradient boosting on 150+ features. Retrained weekly. Scores written back to CRM in real time.

ML Scoring 150+ Features Weekly Retrain
04

Assignment

Connects the highest-scoring lead to the best available salesperson. Language matching, no cherry-picking. Like a Brazilian steakhouse — the rep signals "ready" and gets the best available lead.

Smart Routing Language Match Anti Cherry-pick
LeadIntel — Operations Dashboard
Mar 1 – Mar 25, 2026
Total Sessions
13,452
+12.3%
Qualified
3,968
29.5%
Disqualified
4,708
35.0%
Snatched
2,381
17.7%
VIP Detected
618
+8.1%
Conversion Funnel
Weekly Trend
Week 1
3,108
Week 2
3,520
Week 3
3,684
Week 4
3,140
Median RT (Step 1)
15.6s
P95 RT
47.6s
Avg RT
56.9s
< 1 min
85%
of first responses
Response Time by Outcome
OutcomeMedianP95Count
Qualified18.3s54.4s3,384
Disqualified15.6s47.6s4,450
Snatched15.0s46.3s3,926
Ignored13.5s43.2s1,163
Session Duration by Outcome
OutcomeMedianAvgP95
Qualified8.8m12.8m37.1m
Disqualified4.5m7.9m27.5m
Snatched0.3m2.8m16.4m
Ignored0.2m1.8m9.0m
Step Funnel (sessions at each step)
Step 1
13,452
Step 3
8,340
Step 5
5,112
Step 7
2,960
Step 9
1,480
Step 11+
538
Reviewed Sessions
2,023
Coverage
15%
Dialogue Correct
92.8%
+2.3pp
Qualification Correct
97.7%
+0.1pp
Quality Scores
92.8% Dialogue
97.7% Qualification
Reminders Effectiveness
TypeSentResp. RateLed to Qual
1H2,96932.1%307
24H2,2348.9%46
Ignored Drop-off by Step
Step 1
896
Step 2
72
Step 3
54
Step 4+
141
Lines Breakdown — Full Detail
LineSessionsQualifiedDisqualifiedSnatchedQual Rate
Sales TVS-2006,5481,6012,4501,83424.5%
Meta Ads2,43751780377021.2%
Instagram1,85270160428945.5%
Marketing Line 1851,85236860477319.9%
GA Ext Schengen281611236921.8%
TikTok-0567281439211515.5%
Qualification Rate by Source
Instagram
45.5%
Sales TVS
24.5%
GA Ext
21.8%
Meta Ads
21.2%
TikTok
15.5%
Median Response Time by Source
Sales TVS
9.9s
Instagram
14.4s
GA Ext
16.9s
Meta Ads
17.8s
Line 185
18.7s
Total Leads Mined
13,452
Parameters Tracked
88
Avg Parameters / Lead
17.2
Data Completeness
19.5%
most filled: applicants_count
Nationality Distribution (top 10)
India
34.2%
Pakistan
22.3%
Philippines
16.5%
Egypt
7.5%
Lebanon
7.0%
Jordan
3.6%
Bangladesh
3.3%
Syria
3.0%
Top Parameter Fill Rates
applicants_count
98%
vip_qualification
96%
product
78%
name
74%
destination_country
60%
comm_language
58%
nationality
42%
urgency
35%
Data never captured by CRM — extracted from conversations
ParameterLeads with dataFill RateUnique valuesBusiness use
nationality5,64142%184Audience segmentation
destination_country8,07160%47Product demand
visa_type6,45748%12Service matching
income_range1,61412%8VIP scoring
grammar_score7,26354%5Language routing
VIP Detection — Daily Dynamics
VIP Total
941
VIP Rate
7.0%
Peak Day
Mar 18
14% VIP rate
Weekly VIP trend
Week 1
198
Week 2
187
Week 3
242
Week 4
314
Nationality Dynamics — Weekly Shift
W1W2W3W4Total
India31%33%38%35%34.2%
Pakistan25%19%21%20%22.3%
Philippines11%15%18%21%16.5%
Egypt8%7%7%6%7.5%
Lebanon5%4%3%4%3.6%
Other (184)20%22%13%14%15.9%
Human-in-the-Loop

Every AI decision has a review interface, a correction workflow, and quality metrics. A dedicated reviewer with senior sales background validates qualification accuracy — driving continuous improvement of the AI model.

PlaybookIntel

Continuous monitoring of every sales conversation and call. AI detects behavioral patterns that kill deals — before they cost you revenue.

01

Behavioral Detection

Combines rule-based triggers with LLM analysis across all messages and transcribed calls. Detects ~10 insight types: missed follow-ups, non-customized offers, insufficient discovery, ignored objections, and more.

LLM Analysis Call Transcription ~10 Insight Types
02

Quality Index

Each insight type carries a weight derived from its measured impact on conversion. Per-rep scores are indexed against the team median. The result: a single number that reflects how much behavioral gaps actually cost in conversion terms.

Conversion-Weighted Team Benchmarked Bonus-Linked
03

Appeals & Accuracy

Salespeople receive Slack notifications and have 48 hours to appeal. A dedicated reviewer sees the full context — insight, explanation, conversation, and call timeline — on one screen. Confirmed accuracy: ~95%.

48h Appeals Full Context Review ~95% Accuracy
04

Coaching & Trends

Manager dashboard shows an insight heatmap — each rep vs. each insight type — for targeted coaching. Weekly dynamics track insight frequency and conversion side by side. Individual dashboards show personal improvement over time.

Heatmap Weekly Trends Per-Rep Tracking
PlaybookIntel — Quality Dashboard
February 2026
Total Leads
11,843
18 reps
Deals Won
141
1.36% conversion
Total Insights
1,513
14.6 per 100 leads
Revenue Lost
AED 427K
insights-driven
Avg Quality Index
1.21
3 below threshold
Insight Heatmap — Rep × Insight Type (per 100 leads)
No feedback Bad objection Low discovery Generic offer VIP delay No follow-up TOTAL
N. Haddad 0.0 1.1 2.2 1.1 1.4 1.9 7.7
R. Sharma 1.0 1.0 6.3 3.9 1.0 0.0 13.2
K. Osman 1.6 1.3 4.2 5.8 1.3 2.6 16.8
L. Fernandez 0.5 0.3 4.2 1.6 1.1 1.8 9.5
S. Patel 1.2 0.0 3.7 2.5 0.0 2.5 9.9
Insight Reduction (3 months)
Non-customized offer
-96%
No follow-up
-88%
Insufficient discovery
-100%
Weekly Dynamics
Insights / 100
14.6 ↓
Conversion %
1.36% ↑
Team Performance Overview — 18 reps
RepLeadsWonConv %InsightsTarget %QI
S. Patel8178.64%1375%1.23
Y. Kolyasnikov382256.54%8771.8%1.35
T. Odintsova234135.56%7068%1.19
R. Sharma205115.37%7659.9%1.07
O. Kotb277134.69%5957.6%1.40
K. Osman310123.87%11678.2%0.75
F. Gaffariy27620.72%12225.6%0.57
M. Mabrouk22700%1190%0.49
ME Ravi Sharma — Sales Executive
Leads
205
11 won · 5.37%
Insights
76
42% fewer than last month
Quality Index
1.07
Revenue Lost
AED 21.4K
5% of revenue
Weekly Insights Breakdown
InsightW1W2W3W4W5Total
Insufficient discovery0922013
Non-customized offer062008
Junk with low effort09114024
Junk wrong reason01470021
AA Anas Abozied — Sales Executive
Leads
324
3 won · 0.93%
Insights
106
59% fewer than last month
Quality Index
1.23
Target
AED 75K
28.7% achieved
Weekly Insights Breakdown
InsightW1W2W3W4W5Total
Insufficient discovery223119
Follow-up past due0024612
Ignore customer request0142310
Junk with low effort18145331
Human-in-the-Loop

Every detected insight can be appealed within 48 hours. A dedicated reviewer sees the full conversation context on one screen — bringing confirmed accuracy to ~95%. Appeal patterns feed back into detection quality.

Works alone. Better together.

Each product delivers standalone ROI. Combine them and the gains multiply — because qualified leads plus accountable sales means zero blind spots.

LeadIntel alone

You have enough salespeople, but too much junk traffic drowning real buyers.

100% junk leads filtered
<1 min average response time
+15% conversion from traffic
Explore LeadIntel →

PlaybookIntel alone

Leads are fine, but you don't know why some reps close 3× more than others.

95% issue detection accuracy
-50% sales errors in 3 months
+18% conversion from sales
Explore PlaybookIntel →

Together

Full-cycle visibility. Know exactly where revenue leaks — inbound and outbound — and stop it.

+24% total revenue
-19% ad spend
+40% sales conversion
Bonus: closed attribution loop — know if a lost deal was a bad lead or bad execution.
Request a demo →

First deployment. Measurable impact.

Deployed with the UAE's largest visa services company processing ~12,000 inbound leads per month across English, Arabic, Hindi, and other languages.

+24%
Revenue increase
-19%
Ad spend reduction
+40%
Sales conversion uplift
Fewer sales errors

Traffic became cheaper and more diverse. The sales team improved measurably within the first month. We can now see exactly where revenue is gained and lost.

Enterprise-grade infrastructure

Event-Driven

Every lead state change is a Kafka event. Real-time streaming, idempotent processing, exactly-once semantics.

CRM Agnostic

Ports & Adapters architecture. No service knows about a specific CRM. Bitrix, Salesforce, HubSpot — same interface.

Multi-Channel

WhatsApp, voice calls, future channels — unified message ingestion layer with full transcription and diarization.

Configuration Over Code

Lead phases, quality flags, prompts, routing rules — all configurable via API. No deployments needed for business logic changes.

ML Pipeline

Gradient boosting on 150+ features. Weekly retraining. Real-time scoring written back to CRM. Model versioning and A/B testing built in.

Observable

Prometheus, Grafana, Loki. Every component instrumented. Kubernetes-orchestrated. Production-proven at 12,000 leads/month.

Ready to see your real numbers?

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