Sovereign AI Infrastructure for Regulated Enterprise Economies.
Zunn engineers deterministic applied AI platforms where statistical guesswork is intolerable. We ground mission-critical intelligence in verified Bangladesh Code statutes, real-time omnichannel commerce mutations, and sub-280ms neural voice telephony.
“Every company registered under the Companies Act 1994 shall furnish a return of income on or before the Tax Day accompanied by audited financial statements pursuant to Section 72 and Section 49.”
Statutory clause cross-referenced against 48 DLR (AD) 124 and NBR S.R.O. No. 211-Ain/2023. Zero probabilistic hallucination detected.
The Cost of Probabilistic Guesswork in Regulated Enterprises.
Generalist foundation models were architected for conversation, not compliance. In high-stakes regulatory, financial, and transactional environments, statistical approximations lead to legal penalties, financial misstatements, and operational drift.
Coordinate Bounding-Box Grounding
Every statutory claim anchors to exact pixel coordinate bounding-boxes on official Bangladesh Code and NBR gazette PDFs, verified by dual corpora checksums.
Deterministic Tax Math Engine
Statutory research is handled by specialized agents; all tax computations execute through audited, deterministic decimal engines compliant with Income Tax Act 2023.
12-Action Store Workflow Engine
Executes real-time database mutations across Shopify, WooCommerce, and domestic courier APIs (Steadfast, Pathao, RedX) with idempotent rollback protections.
Dhaka Prosody Neural Synthesis
Specialized Bengali G2P phonetic lexicon disambiguation paired with raw 24kHz linear PCM streaming, delivering natural Dhaka cadence in under 280ms.
Three Specialized Platforms. One Deterministic Standard.
Rather than a diluted, generalist chatbot that executes mediocre work across all domains, Zunn has engineered three deeply specialized sovereign engines. Each platform is anchored in domain-specific ground truth and dedicated backend infrastructure.
Autonomous Legal Intelligence, Chamber Practice & Deterministic Tax.
Engineered to meet the standards of the Supreme Court of Bangladesh, the National Board of Revenue, corporate counsel, and practicing advocates. Legally pairs citation-grounded statutory research with Form IT-10B wealth statement reconciliations, corporate tax ledgers, and complete chamber practice management.
What is the statutory TDS obligation and VAT rebate eligibility for paying international cloud GPU vendors under Income Tax Act 2023?
Remittances for international compute infrastructure are treated as technical service fees under Bangladesh statutory tax law. Pursuant to Income Tax Act 2023 §86(1), the resident entity must withhold 20% Tax at Source (TDS) prior to bank remittance authorization. Pursuant to NBR SRO No. 182-AIN/2024 Rule 4, local VAT withholding (VDS) applies with valid Mushak 9.1 reconciliation.
Enterprise Trust Engineered at the Hardware Level.
Data sovereignty cannot be simulated in software. Zunn architectures enforce zero model training on client data, hardware-level tenant isolation, and cryptographic auditability across all three platforms.
Zero-Data Training Guarantee
Customer prompts, privileged case files, tax wealth statements, and customer audio streams are never logged, retained, or utilized to train any foundation model.
Hardware Tenant Isolation
Every enterprise tenant operates inside an isolated cryptographic boundary with customer-managed keys (CMEK) and strict database row-level security (RLS).
Sovereign Cloud & Dedicated VPC
Deploy on sovereign bare-metal GPU clusters in Dhaka or dedicated private Google Cloud Run / Modal VPC instances with guaranteed sub-second cold starts.
Immutable Proof Ledgers
Every statutory citation, tax deduction balance, and store action mutation is recorded with tamper-evident SHA-256 revision hashes and audit trails.
Tenant worker instances execute inside dedicated subnets with private NAT egress only. Zero public IP exposure for database or RAG indexing pods.
PostgreSQL tables encrypted at rest with AES-256 using Customer-Managed Encryption Keys. RLS policies guarantee zero cross-tenant query leaks.
Continuous vulnerability scanning, automated DDL immutability triggers, and instant export of cryptographic audit trails for board review.
Platform Capability Matrix.
Side-by-side evaluation of grounding methodologies, mathematical verification engines, and execution SLAs across all three sovereign platforms.
| Architectural Dimension | Zunn Legally | Zunn Fihi | Zunn Sono |
|---|---|---|---|
| Primary Grounding Source | Bangladesh Code & NBR SRO Gazettes | Shopify Store DB & Domestic Courier APIs | Dhaka Bengali Phonetic Lexicon (G2P) |
| Verification Model | Coordinate Bounding-Box Proof | Two-Way Store Mutation Handshake | 24kHz Linear PCM Audio Stream |
| Deterministic Math Layer | Form IT-10B Wealth Reconciler | Courier Rate & SLA Calculator | Prosodic Pitch & Rate Synthesis |
| Execution Latency SLA | <1.2s Statutory Synthesis | <1.4s Autonomous Deflection | <280ms P95 Turn-Taking |
| Hosting & Isolation Mode | Dedicated Tenant Vault / VPC | Private Store VPC / Role Auth | Dedicated Bare-Metal GPU Lane |
Deploy Sovereign Intelligence for Your Enterprise.
Schedule a confidential architecture briefing with our engineering team, or evaluate our side-by-side platform capabilities and sovereign deployment options.
Deploy Zunn Legally
Autonomous statutory research, Form IT-10B net wealth balance reconciler, and chamber practice management.
Deploy Zunn Fihi
Omnichannel 3-pane customer support inbox with 12 live store actions and courier dispatch mutations.
Build with Zunn Sono
Sub-280ms neural voice telephony, authentic Dhaka prosody, and binary linear PCM WebSocket streaming.