AIntropy GTM Journey

What the customer experiences at every stage. Play > Try > Buy > Deploy.

Metric: Adoption of the platform (not Sales)

Stage 1: PLAY
Zero Touch. The user discovers AIntropy through proof, not pitches.
No signup required. No sales call. The user finds us through content, benchmarks, live demos, community, and events. They build conviction before ever talking to us.
How They Find Us
📝

1. Content That Reaches Them

Technical blogs and HowTos. Research white papers and conference papers. HuggingFace leaderboards with ranks relevant to their domain. Mindshare blogs that attract attention.

🎤

2. Community and Events

Presence at trade shows and conferences. Webinars and podcasts. Active social media posts by influencers. LinkedIn and X viral posts. Support community on GitHub.

💻

3. Self-Serve Discovery

Open source templates and repos on GitHub. Engineers clone, run, see results before talking to anyone. Documentation and self-help available.

🌐

4. They Land on the Website

One-click access for all personas. Clear pricing, plans, and feature limits. AEO (AI Engine Optimization) brings them organically.

🔗

5. They Try a Live Demo

Multiple live demos to interact with. NJ Open Data (85M records), Legal Video (4,000 hrs). Different use cases, go deeper on each. No signup required.

📊

6. They Verify Our Claims

Published benchmarks on HuggingFace anyone can check. NJ Open Data leaderboard, ChemRAG leaderboard. They trust us because they verified it themselves.

What They See on the Website
aintropy.ai
AIntropy
Universal Knowledge Perception
Messy video. Scattered documents. Siloed records.
One AI to read, connect, and deliver.
Try Live Demo Read the Research
85M+
Records searchable
94.89%
SQuAD accuracy
4,000+
Hours of video searchable
Empathy map: "I will invest time only when I am sure it works for me. Simplicity to try in zero touch manner is a must." (AI+Data Engineer)
Success: User builds conviction through proof (benchmarks, blogs, demos, community) before ever contacting us. Zero friction.
Stage 2: TRY
SaaS hosted trial on their data. They see real results, not a demo dataset.
The user signs up for a hosted trial. They upload their data, Vibe-Discover auto-optimizes the pipeline, and they search their own content with real accuracy metrics.
What the Try Experience Includes
Plug your data and try. Upload your files or connect your data source. See results on YOUR data, not ours.
SaaS hosted version to try the product. No install needed.
User and org isolation. Their data is separated and secure.
Someone puts their data and gets actual, accurate results. Not breaking by clips but by the full dataset.
AI auto-optimizes the data, re-tests it, reduces friction, does auto-research on pipelines.
Replit-like seamless options to try easily. Minimal clicks to value.
Show complete feature set during trial. Don't hide capabilities.
Live chatbot support during trial.
Good quality technical documentation and self-help build process.
Dev rel engagement. Hackathons and events to gauge interest.
Help connect to other agents and microservices in their ecosystem.
Step 1: Connect Your Data
app.aintropy.ai/trial/connect
What data do you want to make searchable?
Select your data sources. We handle the rest.
📄
Documents
PDF, DOCX, PPTX
🎥
Video
MP4, AVI, MOV
📊
Structured Data
CSV, XLSX, SQL
🔗
API / Database
REST, S3, GCS
Drag and drop files here
or click to browse. Any format, any size.
Connect and Start Discovery
Step 2: See Results on Your Data
app.aintropy.ai/trial/acme-corp
Your Trial: Acme Corp Legal Archive
Day 4 of 5. 2,400 hours of video + 180K documents ingested.
Trial Active
48hrs
Time to Solution (TTS)
91.3%
Accuracy on Your Data
180K
Documents Indexed
2,400
Hours of Video
Your Current Setup vs Kurious
YOUR CURRENT SETUP
62%
accuracy
4.2s
latency
vs
KURIOUS
91.3%
accuracy
23ms
latency
Search Your Data View Full Eval Report Share Results with Team
Empathy map: "Near-perfect accuracy on MY data, not some benchmark dataset. One click to plug and play within my data." (AI+Data Engineer)
Success: TTS under 48 hours. Side-by-side comparison shows Kurious beating their current setup. TTV measured per trial.
Stage 3: BUY
API key issued. Data onboarded. Running in their environment. Compliance followed.
Low-touch purchase. The user gets their entitlement keys, connects to their enterprise directory, chooses their deployment (SaaS, on-prem, air-gapped), and starts using it in production.
What the Buy Experience Includes
Request and receive API/entitlement keys to complete the transaction.
Manage entitlement keys for different teams and access levels.
Options to choose sizing: t-shirt size model (S/M/L/XL) for infrastructure.
Live support with SLA. Dedicated support channel during onboarding.
Onboard data to the platform. Connect to enterprise directory.
Secured. Compliance is followed. SOC2/HIPAA from day one.
Visibility into trial limits and usage. Clear transition from trial to paid.
1-click install. Plug and play for on-prem. No complex setup.
Capture feedback and feature requests from day one.
What They See: Onboarding
app.aintropy.ai/onboarding/acme-corp
Welcome to Kurious, Acme Corp
Your enterprise plan is active. Here's everything you need to get started.
1
Complete
API Key Generated
ak_prod_acme_7x9k2m...
2
Complete
Environment Selected
On-prem (Azure private cloud)
Region: East US
RBAC: Enabled
3
In Progress
Data Migration
Connecting to enterprise directory...
82% complete
Your Plan
Plan
Enterprise
Pricing
Per query
Deployment
On-prem (Azure)
Compliance
SOC2 + HIPAA
Open Dashboard View Documentation Contact Support
Empathy map: "Secure, seamless deployment without interrupting active user queries. Should be as simple as provisioning an AWS cluster." (DevOps Engineer)
Success: API key to first query in under 1 day. Data onboarded to their environment. Compliance checked off.
Stage 4: DEPLOY
Production in under 7 days. Self-sufficient. The platform grows with them.
Dedicated deployment with full monitoring, support, and self-serve expansion. The user's team manages it daily without depending on AIntropy engineers.
What the Deploy Experience Includes
Easy to call for support. Hands-on guide available.
Deploy guide wizard/agent walks through every step.
Boilerplates and deployment templates for AWS, GCP, Azure.
Auto-direct user confusion and go through debugging steps via agent.
Gather compliance needs and suggest next steps in deployment accordingly.
Kubernetes operators for streamlining deployment.
Mechanisms for users to report bugs and capture feedback.
Live product ready within 7 working days for the user to get started.
Dashboard for latency, accuracy, cost, uptime readily available.
The platform grows in user's environment. They add new datasets by themselves. Self-sufficient.
On-prem deployment guide for air-gapped environments.
What They See: Production Dashboard
app.aintropy.ai/admin/acme-corp
Acme Corp Production
Deployed 5 days ago. Running smoothly.
Production All Systems Operational
99.97%
Uptime
91.3%
Accuracy
23ms
p50 Latency
$0.03
Per Query
847
Users This Week
Legal Archive LIVE
2,400 hrs video + 180K docs
8.2K queries this week
Compliance Docs LIVE
45K regulatory documents
3.1K queries this week
+
Add New Solution
Self-serve. No call needed.
This Month
11,300 queries across 2 solutions. 847 active users.
$339
estimated this month
View Full Dashboard Download Usage Report Report a Bug Request a Feature
Empathy map: "Zero-downtime deployments. Clean view of cost, latency and post-prod accuracy. Auto scale up and down." (DevOps Engineer)
Success: TTD under 7 days. Platform self-sufficient. Customer adds new solutions and users without calling us. Sticky by design.
Play: Zero touch discovery > Try: Results on my data > Buy: API key, my environment > Deploy: Production in 7 days
AIntropy GTM Journey Mockup. April 2026.
Each stage is a user experience. Metric: Adoption.