Instant Answers. Intelligent Decisions.
Instant IQ connects real-world retail data to real business decisions
Our Platform
Intelligence That Turns Data Into Decisions
Instant IQ brings real-world signals together into a single intelligence layer — helping teams explore complex data, ask better questions, and act with confidence.
Live Signals
Availability Signals
Tracking stock conditions
Pricing & Promotion Signals
Monitoring Price & Promo shifts
Market Activity
Recently updated
Distribution Coverage
Monitoring distribution changes
Location & Context Signals
Location aware signals
15,000+ Pet Specialty Stores
2,000+ Pet brands, 100K+ SKUs
50,000+ Mass Grovery Stores
20,000+ CPG brands
60,000+ Pharma & Drug Stores
2,500+ CPG brands
Live Signals
Availability Signals
Tracking stock conditions
Pricing & Promotion Signals
Monitoring Price & Promo shifts
Market Activity
Recently updated
Distribution Coverage
Monitoring distribution changes
Location & Context Signals
Location aware signals
15,000+ Pet Specialty Stores
2,000+ Pet brands, 100K+ SKUs
50,000+ Mass Grovery Stores
20,000+ CPG brands
60,000+ Pharma & Drug Stores
2,500+ CPG brands
Live Signals
Availability Signals
Tracking stock conditions
Pricing & Promotion Signals
Monitoring Price & Promo shifts
Market Activity
Recently updated
Distribution Coverage
Monitoring distribution changes
Location & Context Signals
Location aware signals
15,000+ Pet Specialty Stores
2,000+ Pet brands, 100K+ SKUs
50,000+ Mass Grovery Stores
20,000+ CPG brands
60,000+ Pharma & Drug Stores
2,500+ CPG brands
Inputs & Dashboards
Explore Signals That Matter
Instant IQ organizes complex data into modular intelligence layers — so teams can quickly focus on the signals that matter most, without wading through dashboards or raw tables.
Modular IQ Layers
100+ Automations
AI Assistant
Ask Questions, Get Answers
Use natural language to explore your data. Instant IQ lets teams ask real questions of real-world signals — from market conditions to performance trends — and get clear, contextual answers.
Natural Language Queries
Faster Insights
Less Manual Analysis
What can I help with?
Ask about trends, performance, availability, market context, or any signal connected to your data.
Add document
Analyze
Generate Reports
Research
What can I help with?
Ask about trends, performance, availability, market context, or any signal connected to your data.
Add document
Analyze
Generate Reports
Research
What can I help with?
Ask about trends, performance, availability, market context, or any signal connected to your data.
Add document
Analyze
Generate Reports
E-mail Sending..
IT services
Founders
Jack Daniel
Founder
Verified
E-mail
justin@main.com
Company
Xavier LLC
Gorge Chapel
Founder
Verified
E-mail
gorge@mail.com
Company
Chapel LLC
Mike Tylor
Founder
Verified
E-mail
mike@Cmb.com
Company
CMB LLC
Thomas Shelby
Founder
Verified
E-mail
Thimas@Sby.com
Company
Shelby.co
Jack Daniel
Founder
Verified
E-mail
justin@main.com
Company
Xavier LLC
Gorge Chapel
Founder
Verified
E-mail
gorge@mail.com
Company
Chapel LLC
Mike Tylor
Founder
Verified
E-mail
mike@Cmb.com
Company
CMB LLC
Thomas Shelby
Founder
Verified
E-mail
Thimas@Sby.com
Company
Shelby.co
Jack Daniel
Founder
Verified
E-mail
justin@main.com
Company
Xavier LLC
Gorge Chapel
Founder
Verified
E-mail
gorge@mail.com
Company
Chapel LLC
Mike Tylor
Founder
Verified
E-mail
mike@Cmb.com
Company
CMB LLC
Thomas Shelby
Founder
Verified
E-mail
Thimas@Sby.com
Company
Shelby.co
Jack Daniel
Founder
Verified
E-mail
justin@main.com
Company
Xavier LLC
Gorge Chapel
Founder
Verified
E-mail
gorge@mail.com
Company
Chapel LLC
Mike Tylor
Founder
Verified
E-mail
mike@Cmb.com
Company
CMB LLC
Thomas Shelby
Founder
Verified
E-mail
Thimas@Sby.com
Company
Shelby.co
Draft
Schedule
Sent
E-mail Sending..
IT services
Founders
Jack Daniel
Founder
Verified
E-mail
justin@main.com
Company
Xavier LLC
Gorge Chapel
Founder
Verified
E-mail
gorge@mail.com
Company
Chapel LLC
Mike Tylor
Founder
Verified
E-mail
mike@Cmb.com
Company
CMB LLC
Thomas Shelby
Founder
Verified
E-mail
Thimas@Sby.com
Company
Shelby.co
Jack Daniel
Founder
Verified
E-mail
justin@main.com
Company
Xavier LLC
Gorge Chapel
Founder
Verified
E-mail
gorge@mail.com
Company
Chapel LLC
Mike Tylor
Founder
Verified
E-mail
mike@Cmb.com
Company
CMB LLC
Thomas Shelby
Founder
Verified
E-mail
Thimas@Sby.com
Company
Shelby.co
Jack Daniel
Founder
Verified
E-mail
justin@main.com
Company
Xavier LLC
Gorge Chapel
Founder
Verified
E-mail
gorge@mail.com
Company
Chapel LLC
Mike Tylor
Founder
Verified
E-mail
mike@Cmb.com
Company
CMB LLC
Thomas Shelby
Founder
Verified
E-mail
Thimas@Sby.com
Company
Shelby.co
Jack Daniel
Founder
Verified
E-mail
justin@main.com
Company
Xavier LLC
Gorge Chapel
Founder
Verified
E-mail
gorge@mail.com
Company
Chapel LLC
Mike Tylor
Founder
Verified
E-mail
mike@Cmb.com
Company
CMB LLC
Thomas Shelby
Founder
Verified
E-mail
Thimas@Sby.com
Company
Shelby.co
Draft
Schedule
Sent
E-mail Sending..
IT services
Founders
Jack Daniel
Founder
Verified
E-mail
justin@main.com
Company
Xavier LLC
Gorge Chapel
Founder
Verified
E-mail
gorge@mail.com
Company
Chapel LLC
Mike Tylor
Founder
Verified
E-mail
mike@Cmb.com
Company
CMB LLC
Thomas Shelby
Founder
Verified
E-mail
Thimas@Sby.com
Company
Shelby.co
Jack Daniel
Founder
Verified
E-mail
justin@main.com
Company
Xavier LLC
Gorge Chapel
Founder
Verified
E-mail
gorge@mail.com
Company
Chapel LLC
Mike Tylor
Founder
Verified
E-mail
mike@Cmb.com
Company
CMB LLC
Thomas Shelby
Founder
Verified
E-mail
Thimas@Sby.com
Company
Shelby.co
Jack Daniel
Founder
Verified
E-mail
justin@main.com
Company
Xavier LLC
Gorge Chapel
Founder
Verified
E-mail
gorge@mail.com
Company
Chapel LLC
Mike Tylor
Founder
Verified
E-mail
mike@Cmb.com
Company
CMB LLC
Thomas Shelby
Founder
Verified
E-mail
Thimas@Sby.com
Company
Shelby.co
Jack Daniel
Founder
Verified
E-mail
justin@main.com
Company
Xavier LLC
Gorge Chapel
Founder
Verified
E-mail
gorge@mail.com
Company
Chapel LLC
Mike Tylor
Founder
Verified
E-mail
mike@Cmb.com
Company
CMB LLC
Thomas Shelby
Founder
Verified
E-mail
Thimas@Sby.com
Company
Shelby.co
Draft
Schedule
Sent
Outputs
Move Faster With Confidence
By unifying signals across markets, locations, and conditions, Instant IQ helps teams move from insight to action faster — with fewer assumptions and better decisions.
Faster Decisions
Clearer Signals
Use Cases
See How Real-World Signals Drive Better Decisions
Explore how teams use Instant IQ to understand what’s happening in the real world — and act with clarity at the moments that matter most.

Availability IQ
Most CPG sales still happen in physical stores, yet many decisions are made without knowing what’s actually on shelf. Availability IQ provides clear, store-level visibility into in-stock and out-of-stock conditions, helping teams understand where demand can be captured—or is being lost. It turns shelf availability into a measurable input for smarter planning, forecasting, and performance analysis.
Impact :
Quantify in-stock and out-of-stock rates by SKU, store, and retailer
Identify where shelf availability is constraining true demand
Track availability trends over time to spot systemic issues early
Benchmark availability performance across retailers and regions

Price & Promo IQ
In physical retail, price and promotions are among the strongest drivers of conversion—but they vary widely by store, retailer, and timing. Price & Promo IQ brings transparency to how products are priced and promoted in-market, helping teams understand competitive position, discount behavior, and promotional intensity across the shelf.
Impact :
Track shelf price and promo activity by SKU, store, and retailer
Identify pricing gaps across regions and channels
Measure promotional frequency, depth, and duration over time
Benchmark brand and competitor pricing performance in real-world retail

Location IQ
Retail performance is inherently local. Sales, availability, pricing, and promotion can vary dramatically from one store or neighborhood to the next. Location IQ adds geographic context to retail data, helping teams understand how location, trade areas, and regional dynamics influence what happens at the shelf.
Impact :
Analyze performance by store, city, region, and trade area
Identify geographic patterns in availability, pricing, and sales velocity
Compare retail performance across regions and market types
Understand where distribution and assortment are over- or under-performing

Competitive IQ
Competition at the shelf is dynamic and highly localized. Assortment, availability, pricing, and promotions can shift week to week, store to store. Competitive IQ provides clear visibility into how brands perform relative to competitors in real-world retail environments—turning competitive noise into structured, comparable intelligence.
Impact :
Compare brand performance against competitors by SKU, store, and retailer
Track competitive availability, pricing, and promotional behavior over time
Identify where competitors are gaining or losing shelf advantage
Benchmark relative performance across markets, regions, and categories

Availability IQ
Most CPG sales still happen in physical stores, yet many decisions are made without knowing what’s actually on shelf. Availability IQ provides clear, store-level visibility into in-stock and out-of-stock conditions, helping teams understand where demand can be captured—or is being lost. It turns shelf availability into a measurable input for smarter planning, forecasting, and performance analysis.
Impact :
Quantify in-stock and out-of-stock rates by SKU, store, and retailer
Identify where shelf availability is constraining true demand
Track availability trends over time to spot systemic issues early
Benchmark availability performance across retailers and regions

Price & Promo IQ
In physical retail, price and promotions are among the strongest drivers of conversion—but they vary widely by store, retailer, and timing. Price & Promo IQ brings transparency to how products are priced and promoted in-market, helping teams understand competitive position, discount behavior, and promotional intensity across the shelf.
Impact :
Track shelf price and promo activity by SKU, store, and retailer
Identify pricing gaps across regions and channels
Measure promotional frequency, depth, and duration over time
Benchmark brand and competitor pricing performance in real-world retail

Location IQ
Retail performance is inherently local. Sales, availability, pricing, and promotion can vary dramatically from one store or neighborhood to the next. Location IQ adds geographic context to retail data, helping teams understand how location, trade areas, and regional dynamics influence what happens at the shelf.
Impact :
Analyze performance by store, city, region, and trade area
Identify geographic patterns in availability, pricing, and sales velocity
Compare retail performance across regions and market types
Understand where distribution and assortment are over- or under-performing

Competitive IQ
Competition at the shelf is dynamic and highly localized. Assortment, availability, pricing, and promotions can shift week to week, store to store. Competitive IQ provides clear visibility into how brands perform relative to competitors in real-world retail environments—turning competitive noise into structured, comparable intelligence.
Impact :
Compare brand performance against competitors by SKU, store, and retailer
Track competitive availability, pricing, and promotional behavior over time
Identify where competitors are gaining or losing shelf advantage
Benchmark relative performance across markets, regions, and categories

Availability IQ
Most CPG sales still happen in physical stores, yet many decisions are made without knowing what’s actually on shelf. Availability IQ provides clear, store-level visibility into in-stock and out-of-stock conditions, helping teams understand where demand can be captured—or is being lost. It turns shelf availability into a measurable input for smarter planning, forecasting, and performance analysis.
Impact :
Quantify in-stock and out-of-stock rates by SKU, store, and retailer
Identify where shelf availability is constraining true demand
Track availability trends over time to spot systemic issues early
Benchmark availability performance across retailers and regions

Price & Promo IQ
In physical retail, price and promotions are among the strongest drivers of conversion—but they vary widely by store, retailer, and timing. Price & Promo IQ brings transparency to how products are priced and promoted in-market, helping teams understand competitive position, discount behavior, and promotional intensity across the shelf.
Impact :
Track shelf price and promo activity by SKU, store, and retailer
Identify pricing gaps across regions and channels
Measure promotional frequency, depth, and duration over time
Benchmark brand and competitor pricing performance in real-world retail

Location IQ
Retail performance is inherently local. Sales, availability, pricing, and promotion can vary dramatically from one store or neighborhood to the next. Location IQ adds geographic context to retail data, helping teams understand how location, trade areas, and regional dynamics influence what happens at the shelf.
Impact :
Analyze performance by store, city, region, and trade area
Identify geographic patterns in availability, pricing, and sales velocity
Compare retail performance across regions and market types
Understand where distribution and assortment are over- or under-performing

Competitive IQ
Competition at the shelf is dynamic and highly localized. Assortment, availability, pricing, and promotions can shift week to week, store to store. Competitive IQ provides clear visibility into how brands perform relative to competitors in real-world retail environments—turning competitive noise into structured, comparable intelligence.
Impact :
Compare brand performance against competitors by SKU, store, and retailer
Track competitive availability, pricing, and promotional behavior over time
Identify where competitors are gaining or losing shelf advantage
Benchmark relative performance across markets, regions, and categories

Availability IQ
Most CPG sales still happen in physical stores, yet many decisions are made without knowing what’s actually on shelf. Availability IQ provides clear, store-level visibility into in-stock and out-of-stock conditions, helping teams understand where demand can be captured—or is being lost. It turns shelf availability into a measurable input for smarter planning, forecasting, and performance analysis.
Impact :
Quantify in-stock and out-of-stock rates by SKU, store, and retailer
Identify where shelf availability is constraining true demand
Track availability trends over time to spot systemic issues early
Benchmark availability performance across retailers and regions

Price & Promo IQ
In physical retail, price and promotions are among the strongest drivers of conversion—but they vary widely by store, retailer, and timing. Price & Promo IQ brings transparency to how products are priced and promoted in-market, helping teams understand competitive position, discount behavior, and promotional intensity across the shelf.
Impact :
Track shelf price and promo activity by SKU, store, and retailer
Identify pricing gaps across regions and channels
Measure promotional frequency, depth, and duration over time
Benchmark brand and competitor pricing performance in real-world retail

Location IQ
Retail performance is inherently local. Sales, availability, pricing, and promotion can vary dramatically from one store or neighborhood to the next. Location IQ adds geographic context to retail data, helping teams understand how location, trade areas, and regional dynamics influence what happens at the shelf.
Impact :
Analyze performance by store, city, region, and trade area
Identify geographic patterns in availability, pricing, and sales velocity
Compare retail performance across regions and market types
Understand where distribution and assortment are over- or under-performing

Competitive IQ
Competition at the shelf is dynamic and highly localized. Assortment, availability, pricing, and promotions can shift week to week, store to store. Competitive IQ provides clear visibility into how brands perform relative to competitors in real-world retail environments—turning competitive noise into structured, comparable intelligence.
Impact :
Compare brand performance against competitors by SKU, store, and retailer
Track competitive availability, pricing, and promotional behavior over time
Identify where competitors are gaining or losing shelf advantage
Benchmark relative performance across markets, regions, and categories
DRAG TO EXPLORE
DRAG TO EXPLORE

Availability IQ
Most CPG sales still happen in physical stores—where availability is binary. If the product isn’t on the shelf, the sale is lost. Availability IQ connects real-time shelf conditions with marketing and commercial decisions, ensuring media, promotions, and activation only run when products are actually in stock. The result: less wasted spend, stronger on-shelf presence, and higher return at the moment of purchase.
Impact :
Quantify in-stock and out-of-stock rates by SKU, store, and retailer
Identify where shelf availability is constraining true demand
Track availability trends over time to spot systemic issues early
Benchmark availability performance across retailers and regions

Availability IQ
Most CPG sales still happen in physical stores—where availability is binary. If the product isn’t on the shelf, the sale is lost. Availability IQ connects real-time shelf conditions with marketing and commercial decisions, ensuring media, promotions, and activation only run when products are actually in stock. The result: less wasted spend, stronger on-shelf presence, and higher return at the moment of purchase.
Impact :
Quantify in-stock and out-of-stock rates by SKU, store, and retailer
Identify where shelf availability is constraining true demand
Track availability trends over time to spot systemic issues early
Benchmark availability performance across retailers and regions

Price & promo IQ
In physical retail, price and promotions are among the strongest drivers of conversion—but they vary widely by store, retailer, and timing. Price & Promo IQ brings transparency to how products are priced and promoted in-market, helping teams understand competitive position, discount behavior, and promotional intensity across the shelf.
Impact :
Track shelf price and promotional activity by SKU, store, and retailer
Identify pricing gaps and inconsistencies across regions and channels
Measure promotional frequency, depth, and duration over time
Benchmark brand and competitor pricing performance in real-world retail

Price & promo IQ
In physical retail, price and promotions are among the strongest drivers of conversion—but they vary widely by store, retailer, and timing. Price & Promo IQ brings transparency to how products are priced and promoted in-market, helping teams understand competitive position, discount behavior, and promotional intensity across the shelf.
Impact :
Track shelf price and promotional activity by SKU, store, and retailer
Identify pricing gaps and inconsistencies across regions and channels
Measure promotional frequency, depth, and duration over time
Benchmark brand and competitor pricing performance in real-world retail

Location IQ
Retail performance is inherently local. Sales, availability, pricing, and promotion can vary dramatically from one store or neighborhood to the next. Location IQ adds geographic context to retail data, helping teams understand how location, trade areas, and regional dynamics influence what happens at the shelf.
Impact :
Analyze performance by store, city, region, and trade area
Identify geographic patterns in availability, pricing, and sales velocity
Compare retail performance across regions and market types
Understand where distribution and assortment are over- or under-performing

Location IQ
Retail performance is inherently local. Sales, availability, pricing, and promotion can vary dramatically from one store or neighborhood to the next. Location IQ adds geographic context to retail data, helping teams understand how location, trade areas, and regional dynamics influence what happens at the shelf.
Impact :
Analyze performance by store, city, region, and trade area
Identify geographic patterns in availability, pricing, and sales velocity
Compare retail performance across regions and market types
Understand where distribution and assortment are over- or under-performing

Competitive IQ
Competition at the shelf is dynamic and highly localized. Assortment, availability, pricing, and promotions can shift week to week, store to store. Competitive IQ provides clear visibility into how brands perform relative to competitors in real-world retail environments—turning competitive noise into structured, comparable intelligence.
Impact :
Compare brand performance against competitors by SKU, store, and retailer
Track competitive availability, pricing, and promotional behavior over time
Identify where competitors are gaining or losing shelf advantage
Benchmark relative performance across markets, regions, and categories

Competitive IQ
Competition at the shelf is dynamic and highly localized. Assortment, availability, pricing, and promotions can shift week to week, store to store. Competitive IQ provides clear visibility into how brands perform relative to competitors in real-world retail environments—turning competitive noise into structured, comparable intelligence.
Impact :
Compare brand performance against competitors by SKU, store, and retailer
Track competitive availability, pricing, and promotional behavior over time
Identify where competitors are gaining or losing shelf advantage
Benchmark relative performance across markets, regions, and categories
Our Approach
From Data to Decisions, Made Simple
We bring real-world data together, structure it into intelligence layers, and make it accessible through conversation and modular insights.
Step 1
Signal Ingestion & Structuring
We collect fragmented real-world data and organize it into clean, reliable signals — ready for analysis and decision-making.
Daily data sampling
Data validation
Signal normalization
Source alignment
Quality checks
Repetative task
Daily data sampling
Data validation
Signal normalization
Source alignment
Quality checks
Repetative task
Step 2
Intelligence Layering
Signals are organized into modular IQ layers that provide context, comparison, and clarity across markets, locations, and conditions.
- class AutomationTrigger:def __init__(self, threshold):
self.threshold = threshold
self.status = "inactive"
def check_trigger(self, value):
if value > self.threshold:
self.status = "active"
return "Automation triggered!"
else:
return "No action taken."def get_status(self):
return f"Status: {self.status}" - class AutomationTrigger:def __init__(self, threshold):
self.threshold = threshold
self.status = "inactive"
def check_trigger(self, value):
if value > self.threshold:
self.status = "active"
return "Automation triggered!"
else:
return "No action taken."def get_status(self):
return f"Status: {self.status}"
- class AutomationTrigger:def __init__(self, threshold):
self.threshold = threshold
self.status = "inactive"
def check_trigger(self, value):
if value > self.threshold:
self.status = "active"
return "Automation triggered!"
else:
return "No action taken."def get_status(self):
return f"Status: {self.status}" - class AutomationTrigger:def __init__(self, threshold):
self.threshold = threshold
self.status = "inactive"
def check_trigger(self, value):
if value > self.threshold:
self.status = "active"
return "Automation triggered!"
else:
return "No action taken."def get_status(self):
return f"Status: {self.status}"
Step 3
Conversation & Exploration
Teams interact with their data using natural language, asking real questions and getting clear, contextual answers in seconds.
Our solution
Your stack
Our solution
Your stack
Step 4
Continuous Expansion
New signals, datasets, and intelligence layers can be added over time through the Instant IQ data marketplace — without rebuilding anything.
Chatbot system
Efficiency will increase by 20%
Workflow system
Update available..
Sales system
Up to date
Chatbot system
Efficiency will increase by 20%
Workflow system
Update available..
Sales system
Up to date
Benefits
Why Instant IQ Wins
Built for speed, flexibility, and clarity — Instant IQ delivers enterprise-grade intelligence without enterprise friction.
Radically Faster
Days, not months. Lightweight ingestion, efficient ETL, flexible schemas, and direct integrations replace long onboarding cycles.
Radically Faster
Days, not months. Lightweight ingestion, efficient ETL, flexible schemas, and direct integrations replace long onboarding cycles.
Radically Faster
Days, not months. Lightweight ingestion, efficient ETL, flexible schemas, and direct integrations replace long onboarding cycles.
Nimble & Customizable
Custom metrics, scoring models, flexible KPIs, and rapid adjustments — no rigid dashboards or fixed templates.
Nimble & Customizable
Custom metrics, scoring models, flexible KPIs, and rapid adjustments — no rigid dashboards or fixed templates.
Nimble & Customizable
Custom metrics, scoring models, flexible KPIs, and rapid adjustments — no rigid dashboards or fixed templates.
Cost-Efficient Architecture
Optimized storage and compute, efficient SQL, smart partitioning, and lean engineering replace bloated infrastructure.
Cost-Efficient Architecture
Optimized storage and compute, efficient SQL, smart partitioning, and lean engineering replace bloated infrastructure.
Cost-Efficient Architecture
Optimized storage and compute, efficient SQL, smart partitioning, and lean engineering replace bloated infrastructure.
Transparent
Explainable metrics and clear formulas. Clients can audit, customize scoring, and export everything.
Transparent
Explainable metrics and clear formulas. Clients can audit, customize scoring, and export everything.
Transparent
Explainable metrics and clear formulas. Clients can audit, customize scoring, and export everything.
Adaptive Intelligence
Surfaces signals, flags issues, highlights opportunities, and answers questions conversationally — built for action, not just reporting.
Adaptive Intelligence
Surfaces signals, flags issues, highlights opportunities, and answers questions conversationally — built for action, not just reporting.
Adaptive Intelligence
Surfaces signals, flags issues, highlights opportunities, and answers questions conversationally — built for action, not just reporting.
Startup Speed, Enterprise Quality
Iterates weekly, tests fast, ships improvements continuously, and co-builds with early customers.
Startup Speed, Enterprise Quality
Iterates weekly, tests fast, ships improvements continuously, and co-builds with early customers.
Startup Speed, Enterprise Quality
Iterates weekly, tests fast, ships improvements continuously, and co-builds with early customers.
FAQs
Answers to Common Questions About Instant IQ
Quick explanations of how Instant IQ works, what it connects to, and how teams use it to make better decisions.
How does Instant IQ help my business?
Is Instant IQ difficult to integrate?
What types of data does Instant IQ support?
Do I need technical expertise to use Instant IQ?
How is Instant IQ different from dashboards or BI tools?
How does Instant IQ help my business?
Is Instant IQ difficult to integrate?
What types of data does Instant IQ support?
Do I need technical expertise to use Instant IQ?
How is Instant IQ different from dashboards or BI tools?
Turn Data Into Decisions — Faster
See how Instant IQ brings real-world signals together into one intelligent, conversational platform.