Segment Agent · ACTIVE
Copy Variant Node · IDLE
Channel Router · STANDBY
AI-Native CRM Platform

AIRA

Type a goal. AIRA finds the right customers, writes their messages, picks the best channel, and shows you live delivery results.

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SYSTEM TELEMETRY

DISPATCHER ACTIVE

Uptime: 99.98% · 200/s rate

REASONING CORE

GROQ LLAMA 3.3

Token Latency: ~12ms · 70B

DATA STORE

IN-MEMORY STORE

Import customers to activate

ROUTING GATEWAYS

STANDBY DISPATCH

WhatsApp / SMTP relays

🍓

AIRA CRM

Reach Agent

AIRA · AI Reach Agent · Campaign Engine

One Prompt, Full Campaign

Import a customer dataset, describe what you want to achieve, and AIRA handles the rest — segmentation, copywriting, channel routing, and live delivery tracking.

aira_orchestrator_node_0x416.mp4
1080p

// recorded at SRMIST during development · all campaign logic runs live

1Load customer data2Describe your goal3AIRA builds the audience4AI writes the messages5Routed to preferred channel6Live delivery tracking

Import Customers

AIRA uses this data to segment, score, and target your campaign

Quick Start

No data? Pick one of the sample datasets below — each has realistic customers, spending patterns, and channel preferences pre-loaded.

CODE & CHAI COLLECTIVECoffee
Tech Startup + Premium CoffeeBangalore, Hyderabad, Pune developers. High-end keyboards, coffee machines. Tech Enthusiasts dominate.
PAWSITIVELY PREMIUMPets
Premium Pet Care + Luxury ProductsMumbai, Delhi, Chennai pet lovers. Luxury Buyer and Gift Shopper personas dominate.
IRON & GAINSGym
Premium Fitness + SupplementsChandigarh, Kochi, Lucknow fitness culture. Fitness Freak dominates with massive spending.
[
"name": "Priya", "email": "priya@example.com", "totalSpend": 24500, "orderCount": 8 ...
]
Expected formatname · email · totalSpend · orderCount
[
  { "name": "Priya", "email": "priya@example.com", "totalSpend": 24500, "orderCount": 8 },
  { "name": "Amit",  "email": "amit@example.com",  "totalSpend": 8500,  "orderCount": 2 }
]
Other fields are passed through as-is.
Step 2 — Describe your campaign goal

What do you want to achieve?

Plain English works. AIRA will figure out who to reach, what to say, and how to send it.

Campaign goal
⌘↵to run

AIRA Observability Stack

← click to close

⏱️ Time-Travel State Cache

Click any cached prompt goal footprint below to instantly reload its exact audience filters, copy variants, and ROI parameters.

No snapshots cached yet.
AIRA Protocol v1.2

Biggest Wins

Built in 72 Hours

Twelve milestones shipped by a single developer — from natural-language planning to live telemetry.

Core

01Natural-language campaign planning

● Platform
Core

02AI-powered audience segmentation

● Platform
Core

03AI-generated message variants

● Platform
Core

04Channel recommendation engine

● Platform
Shipped

05Human-in-the-loop approval workflow

● Active
Shipped

06Asynchronous callback architecture

● Active
Shipped

07Webhook ingestion pipeline

● Active
Shipped

08Real-time analytics dashboard

● Active
Shipped

09Live telemetry and observability

● Active
AI

10Groq + Llama 3.3 integration

● LLM Node
Infra

11Successful Vercel deployment

● Vercel
Milestone

12End-to-end AI marketing agent in 3 days

● Goal

2026 Roadmap

What's Next for AIRA

Prioritized AI advancements that will close current gaps and unlock autonomous marketing for enterprise teams.

Agentic Multi-Agent Workflows

Prototype

Specialized segment, copy, channel, and analytics agents collaborate autonomously to plan and launch campaigns.

Real-time Voice-to-Campaign

Coming Soon

Speak campaign goals aloud — Groq Whisper + realtime APIs convert voice into live campaign briefs instantly.

Reasoning Models for Strategy

Planning

Chain-of-thought and tree-of-thought reasoning for deeper multi-step campaign strategy beyond single prompts.

Self-Improving Feedback Loops

Planning

Campaign results feed back into model tuning so each launch improves segmentation and copy quality.

Autonomous A/B Testing

Coming Soon

AI designs, runs, and declares test winners without manual intervention — faster creative iteration.

Knowledge Graph Personalization

Prototype

Semantic links between customers, products, and campaigns power real-time next-best-action recommendations.

Issues I Faced

real problems, real fixes · 72 hours of building

// every error, bug, and late-night fix that got us here
#1

Vercel deployment kept failing on build — had to switch to standalone output

🐞
#2

API routes throwing fetch failed errors in production

🐞
#3

Next.js App Router migration caused tons of import issues

🐞
#4

TypeScript errors everywhere after adding new types

🐞
#5

Path alias @/lib/utils not resolving properly

🐞
#6

Missing dependencies breaking the build repeatedly

🐞
#7

localStorage user name not persisting on refresh

🐞
#8

Agent reasoning panel layout breaking on mobile

🐞
#9

Telemetry stream logs not streaming in real-time

🐞
#10

Callback simulation delays not working consistently

🐞
#11

Message variant cards not highlighting selected state

🐞
#12

Glassmorphism blur effects killing performance

🐞
#13

Too many re-renders when agent was thinking

🐞
#14

Goal suggestions dropdown overlapping other elements

🐞
#15

Dark theme colors not consistent across phases

🐞
#16

Launch button animation conflicting with state changes

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#17

Fake data seed not loading all 100 orders properly

🐞
#18

Channel service simulation sometimes firing callbacks twice

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#19

Analytics numbers not updating after callbacks

🐞
#20

Cursor Composer breaking layout when adding too many sections

🐞
#21

Claude token limits forcing me to split prompts constantly

🐞
#22

Trying to do everything in 3 days with no sleep

🐞
#23

Balancing beautiful UI vs working backend logic

🐞
#24

Over-engineering the Neural Core orb at 2 AM

🐞
#25

Forgetting to close JSX tags multiple times

🐞
#26

Fighting with Tailwind arbitrary values for glow effects

🐞
#27

Deployment failed 7 times before it finally worked

🐞
#28

Real-time telemetry looked fake until I added proper staggering

🐞
#29

Human-in-the-loop approval flow was added last minute

🐞
#30

Realizing I built something actually impressive in 72 hours

🐞

built with ❤️ + caffeine + pure stubbornness

bugs smashed: 30 | nights slept: 1.5

Campaign History

0 campaigns launched this session

AIRA · Import your own data or use the built-in demo datasets · all campaign logic runs live
Groq Llama 3.3250 customers · 1,200 orders loaded