Hallucination Risk
Generic models fabricate citations, invent facts, and confidently present wrong answers. In legal, financial, or clinical contexts, one hallucinated output creates liability — and you often won't know until the damage is done.
The Problem
67%
of enterprise AI pilots never reach production.
Gartner, 2025 — poor output quality cited as the leading cause
"General-Purpose AIs are optimized for breadth. Your business requires depth."
— Navtech Intelligence Engineering Brief
Enterprise AI Pilots
Reached Production Point
Never Reached Production Point
Why Domain-Specific AIs Outperform Generic AIs...
No Domain Context
Off-the-shelf AI doesn't understand your industry's terminology, regulatory frameworks, or operational logic. Optimised for breadth, it consistently falls short where you need depth.
Data Sovereignty Lost
SaaS AI platforms route your operational data through third-party infrastructure. For BFSI, healthcare, and legal businesses operating under strict compliance regimes, that is not a trade-off to manage — it is a non-starter.
Proof Points
... And Numbers that
back it up
$220K+
Annual Cost Savings Delivered
MXStudio— 73% cost reduction on media asset management
60 - 75%
Faster Research & Analysis
Faster Research & Analysis
+25 - 40%
Bintly — Personality-driven AI communication
Bintly — Personality-driven AI communication
100%
Citation Accuracy
Lexworth.AI — Zero-hallucination architecture
Built on the right stack for your needs
We're model-agnostic. We select the architecture that serves your accuracy requirements, data volume, latency needs, and security posture.
Deployment Modes
Technology Stack
01
Fine-Tuned Models
Full model fine-tuning on your domain corpus using LoRA/QLoRA for parameter-efficient training. Maximum accuracy for high-volume, latency-sensitive production workloads. Example: Llama 3.2-3B with 2% trainable parameters via LoRA.
02
RAG-Augmented Deployment
Retrieval-Augmented Generation anchored to your proprietary knowledge base. Grounded outputs, zero hallucination on in-database queries, and the ability to update your knowledge without retraining. Fastest route to compliant production AI.
03
Classic Prompt-Injection
Rapid deployment mode using advanced prompt engineering with any capable LLM. Ideal for proof-of-concept deployments and use cases where speed-to-value outweighs maximum accuracy. Upgradeable to fine-tuned at any point.
Open-Source Foundation Models
Vision & Multimodal Models
Proprietary Small Models
Vision & Multimodal Models
Vision & Multimodal Models
Built For Data Sovereignty
Your Data Stays In
Your Control
Most AI vendors cannot operate in regulated environments. Navtech was built specifically for industries where data sovereignty, compliance, and accuracy are non-negotiable.
Generic AI
DSLMs
Hallucination Risk On Domain Queries
Zero-Hallucination Architecture
Data Routes Through Vendor Servers
On-Prem — Stays Inside Your Walls
Generic Training, No Domain Depth
Fine-Tuned On Your Domain Corpus
Vendor Lock-In, Opaque Roadmaps
100% IP Ownership, Full Control
Months To Deployment
Production-Ready In 90 Days
01
Domain-Trained From The Ground Up
We don't adapt generic models to your industry. We train on your domain's corpus — case law, financial instruments, clinical protocols — so the AI genuinely understands your context.
02
On-Premises Deployment
Your AI runs entirely on your infrastructure. Sensitive operational data never reaches a third-party server — critical for BFSI, healthcare, and legal organisations operating under strict data compliance regimes.
03
Full IP Ownership — No Lock-In
Because we deploy on your infrastructure with complete documentation, your AI is yours. Requirements change? Models improve? You update on your timeline, not a vendor's.
Case Studies
Real Projects.
Real Results.
MEDIA
MXStudio — Intelligence That Pays for Itself
Eliminated $220K+ in annual licensing costs, enabled sub-second search across 30M+ records, and automated broadcast-grade QC through domain-specific AI built for media operations.
$220k+
ANNUAL SAVINGS
73%
COST REDUCTION
<100ms
SEARCH
View Case Study
LEGAL
Lexworth.AI — Hallucination-Free Legal AI That Actually Works
Fine-tuned on 200K+ legal cases across four jurisdictions. Every citation verifiable. Zero fabricated references. Used daily by 70%+ of licensed users for 45+ minutes per session.
60-75%
FASTER RESEARCH
100%
CITATION ACCURACY
70%+
DAILY USERS
View Case Study
HR TECH
Bintly — AI That Speaks to Every Personality
A Behavioural Intelligence Engine trained on 31M personality assessments. Adapts communication style to individual personality type without altering the underlying message or intent.
~30%
ESCALATIONS
+12pts
NPS
+25-40%
CITATION ACCURACY
View Case Study
Get Started
Ready To Elevate Your Business?
Tell us about your organization- your goals, your challenges.
We'll show you what Domain-Specific AI can actually deliver.