AI Marketing Grounded in Business Truth

Turn Store Facts into High-Converting Marketing

Eliminate generic AI hallucinations. BAAN connects directly to your verified product catalog, prices, and brand memory to generate 3 creative angles in parallel with 100% price accuracy.

PostgreSQL Fact Verified Sub-500ms SSE Stream Khmer & English Native
baan-engine://live-grounding-stream
Verified Business Fact Graph
Mondulkiri Honey Cold Brew • $4.50 • 16-Hour Cold Drip
Catalog Price: $4.50 USD exact
Origin: Mondulkiri Highlands, Cambodia
Voice: Warm artisan, bilingual Khmer/EN
Angle 1: Artisan StorytellingVerified

☕ POV: Direct from Mondulkiri highlands to your glass in Phnom Penh. Slow-dripped for 16 hours with raw jungle honey. Enjoy crisp natural energy today for just $4.50. ✨ #PhnomPenhCafe #SpecialtyCoffee

Deterministic Price Check: 100% Passed
Zero Hallucination Guarantee

Engineered for Zero-Hallucination Enterprise Marketing in Southeast Asia

PostgreSQL ACIDDeterministic Fact Store
Qdrant Vector DBSemantic Retrieval
Redis StreamsAt-Least-Once Event Bus
Meta Graph APIIG & FB Publishing
TikTok APITrend Signal Ingestion
RFC 7517 JWKSAsymmetric Tenant Security
Three Foundations

Deterministic Memory. Multi-Angle Generation. Autonomous Action.

BAAN is not a wrapper around a chat interface. It is an end-to-end business intelligence engine.

01

1. Understand

Zero Hallucinations

Grounding in PostgreSQL fact graphs and Qdrant semantic memory to prevent price drifts.

100% AccuracyLearn More
02

2. Create

3 Parallel Angles

Stream 3 creative angles simultaneously tailored for Facebook, Instagram, TikTok, and Telegram.

< 500ms TTFTLearn More
03

3. Act

Autonomous Flow

Autonomous weekly calendar scheduling and real-time market trend alignment.

40/30/30 BalanceLearn More
Enterprise Capabilities

Engineered for Multi-Store Retailers & Growth Brands

Every tool in BAAN is built to increase conversion, protect margin, and eliminate repetitive marketing labor.

Business Intelligence

Signals & Analytics

SEA Trend Signal Ingestion

Background workers ingest trending hashtags and audio hooks and match them with store items.

Opportunity Detection

Identifies under-promoted menu items with high margins and suggests timely flash campaigns.

Revenue Impact Scoring

Projects ROI and expected engagement multipliers for every recommended campaign angle.

Marketing Intelligence

Creative Engine

Parallel Multi-Angle Studio

Generate Storytelling, Promotional, and Educational angles simultaneously.

Autonomous Content Calendar

AI auto-plans a balanced 7-day multi-channel publishing schedule.

Localized Khmer Context

Generates natural Khmer, English, and bilingual phrasing tailored for local Cambodian buying habits.

Store Memory

PostgreSQL Fact Graph

Deterministic Fact Validation

Hard validation gates check every generated price against PostgreSQL before streaming.

Semantic Qdrant Search

Instantly retrieves brand guidelines, origin stories, and product certifications.

Progressive Brand Style Learning

BAAN learns your accepted emoji styles, phrasing preferences, and avoided words over time.

Infrastructure

Distributed Stack

Multi-Storefront Tenant Isolation

Manage separate menus and brand voices under a unified enterprise account.

Dynamic LLM Routing

Routes between Gemini, Claude, and local models dynamically based on task tier.

Sub-500ms SSE Streaming

Streams 3 angles simultaneously via Server-Sent Events for zero-wait UX.

System Architecture

Why Traditional AI Copywriters Fail Stores

Generic AI invents menu items and hallucinations. BAAN enforces structural guarantees.

Zero Hallucinations

Zero Price Hallucination

Generic LLMs guess prices and menu items. BAAN binds generation to PostgreSQL verified fact graphs.

INSPECTOR: FACT VALIDATOR v3.3100% GROUNDED
Item: Mondulkiri Honey Cold Brew → $4.50 exact
Origin: Mondulkiri Province, Cambodia verified
Brand Guardrail: Zero forbidden competitor terms
schema: baan_business.productsLearn More
SEA Marketing Context

BAAN Sena (AI Strategist)

Brainstorm campaigns, calculate promotional discounts, and ask strategic marketing questions with real-time memory context.

Sample Executive Brief:
“Recommend 3-phase Water Festival teaser campaign prioritizing 4-pack grab & go cold brew for boat race attendees.”
● 14.2k context tokensBAAN Sena (AI Strategist)
Local Viral Signals

Real-Time Local Trend Matching

Scrapes trending local topics and matches them directly to high-margin catalog inventory.

#AestheticCafeReels
Velocity: +340% 7-day surge
HIGH FIT
Auto-matchedDiscover & Trends
3 Creative Angles

3-Angle Parallel Pipelines

Never settle for a single average draft. Get Storytelling, Direct Conversion, and Educational copy at once.

Angle 1: Artisan Storytelling
Emotional connection & craftsmanship.
Angle 2: Direct Promotion
High urgency & direct pricing.
Angle 3: Behind-the-Scenes
Behind the scenes & process tips.
SSE Protocol Sub-500msLaunch Studio
Live Interactive Sandbox

Experience Grounded Generation in Seconds

Select a sample store catalog item and platform to see verified generation with 0 price drift.

baan-engine://guest-preview
PostgreSQL Hard Fact Check: 100% Passed
Generated Format:INSTAGRAM

☕ POV: Direct from the high-altitude volcanic soils of Mondulkiri straight into your cup in Phnom Penh. Slow-dripped for 16 hours and infused with 100% wild jungle honey. 🍯 Experience clean, natural morning energy today for just $4.50. Grab yours at our BKK1 roastery or order via Telegram! ✨ #PhnomPenhCafe #MondulkiriCoffee #SpecialtyCoffeeCambodia #ColdBrewPP

Context Graph Injections
Product: Mondulkiri Honey Cold Brew Verified Price: $4.50 USD Origin: Mondulkiri Province Brew Method: 16-Hour Cold Drip
Ready to ground in your real store catalog?Get Started Free
Execution Lifecycle

From Catalog Sync to Published Revenue

A closed-loop 6-stage intelligence pipeline running on high-performance infrastructure.

01

1. Store Catalog Ingestion

Upload PDF menus, CSV spreadsheets, or sync POS systems into PostgreSQL.

02

2. Vector Semantic Indexing

Embed brand voice, origin stories, and product details into Qdrant vector database.

03

3. Market Signal Ingestion

Workers scan trending local hashtags and viral hooks on TikTok & Instagram.

04

4. Multi-Angle LLM Routing

AI Controller orchestrates parallel generation with dynamic token budgets.

05

5. Hard Fact & Price Validation

Deterministic Python validators inspect output to guarantee zero price hallucinations.

06

6. Streamed Delivery & Publish

Instant SSE streaming to frontend with 1-click export to social channels.

Side-by-Side Comparison

Generic AI Copywriters vs. BAAN Grounded Intelligence

Compare generic chat outputs with business-grounded multi-angle intelligence.

Generic ChatGPT / Copy ToolsUNANCHORED
Prompt: “Write an Instagram post for our cold brew”
“☕ Experience coffee heaven! Try our delicious iced brew today for only $2.99 (⚠️ Hallucinated price)! The best magical coffee in the galaxy!”
  • Guesses prices ($5.00 instead of real $4.50)
  • Generic corporate tone with robotic buzzwords
  • Unaware of Cambodian & SEA consumer context
  • Outputs 1 mediocre draft that requires 20 mins editing
Result: Customer confusion, price disputes, and wasted staff time
BAAN Business IntelligencePOSTGRESQL GROUNDED
Grounded: Mondulkiri Cold Brew ($4.50 exact)
“☕ Slow-dripped for 16 hours with raw Mondulkiri jungle honey. Enjoy clean artisan energy today for just $4.50 (✅ Verified Exact).”
  • Deterministic $4.50 exact price from PostgreSQL
  • Bilingual natural tone with local emoji patterns
  • Aware of local holidays (Water Festival, Pchum Ben)
  • 3 ready-to-post creative angles streamed in 400ms
Result: 100% brand trust, rapid publishing velocity, and measurable revenue
Omnichannel Distribution

Optimized for the Platforms Where Your Customers Buy

Native formatting, hashtag strategies, and length limits for each major channel in Southeast Asia.

📸

Instagram

Live & Operational
  • Feed Carousels
  • Reels Scripts
  • Caption & Hashtag Generator
  • Auto-scheduling
Visual Hook + 30-Tag Cluster + Geotags
🎵

TikTok / Shorts

Live & Operational
  • 15s & 30s Audio Scripts
  • Trending Sound Hooks
  • Visual Direction POV
  • High-Retention CTA
3-Sec Attention Hook + Barista Sound Cue
👥

Facebook Pages

Live & Operational
  • Long-form Storytelling
  • Community Discussions
  • Photo Album Bundles
  • Messenger Links
Cultural Origin Story + Customer Poll
✈️

Telegram Channels

Live & Operational
  • Direct Broadcast Offers
  • Rich Format Markdown
  • 1-Click Ordering CTA
  • Flash Promo Alerts
⚡ Flash Weekend Special + Direct Order Link
💬

WhatsApp Business

Coming Q4 2026
  • Broadcast Catalog Updates
  • Conversational Auto-Replies
  • Payment Link Injections
In Active Beta Integration
🧵

Threads / X

Coming Q4 2026
  • Educational Micro-Threads
  • Brand Commentary
  • Automated Reposting
In Active Beta Integration
Enterprise Grade

Zero Data Leakage. Multi-Tenant Security.

Built on strict relational schema boundaries, cryptographic tokens, and immutable audit logs.

Zero Cross-Tenant Leakage

Cryptographic Tenant Isolation

Strict Organization and Merchant ID scoping enforced at database, cache, and semantic layers.

Zero Public Training

AES-256 Data Encryption

All brand memory, catalogs, and customer data encrypted in transit and at rest.

100% Deterministic

Immutable Audit Ledger

Every single AI token generation, credit deduction, and model call is signed and recorded.

Enterprise Identity

99.9% Uptime Guarantee

Distributed Kubernetes cluster with automatic failover and Redis-backed resilience.

Questions & Answers

Frequently Asked Questions

Everything you need to know about deterministic memory, pricing, and multi-tenant setup.

Unlike standard chat tools that guess prices from memory, BAAN retrieves exact catalog prices directly from PostgreSQL and runs hard Python validation gates before streaming content.

Have a question not listed here?
Our engineering and product team is here to assist.
Contact Support
All Systems Operational

Ready to Turn Business Memory into Predictable Revenue?

Join growth brands across Southeast Asia generating verified, high-converting marketing with zero hallucinations.

No credit card required
500 free credits
Setup in < 2 minutes