Do you build industry-specific AI models?

We fine-tune open-source models on your domain-specific data — medical terminology for healthcare, financial jargon for BFSI, regulatory language for government. The fine-tuned model runs on your infrastructure and the weights belong to you.

How do you handle industry-specific compliance?

By architecture, not policy. Every system runs on your premises — no data leaves your infrastructure. For healthcare, this means DPDP Act alignment by default. For government, air-gapped deployment. For BFSI, full audit trails and data residency compliance. The compliance is a byproduct of the on-premise architecture.

Can the same product serve different industries?

Yes. ATC Manthan processes healthcare records, legal contracts, and policy documents equally well — the RAG pipeline adapts to your document types. ATC Chat handles patient queries, student questions, and citizen services. The product is the same; the knowledge base and configuration are industry-specific.

What if my industry isn't listed?

We serve any organization that needs on-premise AI with data sovereignty. The five industries listed are where we have the deepest domain experience. If you're in legal, logistics, energy, or another sector, the same architecture applies — book a consultation and we'll scope it.

How long does deployment take?

ATC product deployments complete in days, not quarters, including configuration and testing. Custom integrations with existing enterprise systems (HIS, CBS, ERP) take 4–12 weeks depending on API availability and compliance review cycles.

What GPU hardware is required?

Depends on use case and scale. Document AI runs on a single NVIDIA RTX 4090. Voice agents at call-center scale require A100 GPUs. University deployments need multi-GPU clusters. We spec exact hardware during the architecture assessment — and help you procure if needed.

Do you offer ongoing support after deployment?

Yes. Every engagement includes ongoing maintenance — monitoring, model updates, performance optimization, and support. We maintain your AI stack so your team doesn't have to build that capability from scratch. This is built into the engagement model, not an upsell.

Industry-Specific AI Solutions

Same Stack.
Your Sector's Requirements.

On-premise AI tailored for regulated and data-sensitive industries.

Every industry has different documents, compliance mandates, language requirements, and operational workflows. We deploy the same on-premise AI stack — configured and fine-tuned for your sector's specific needs. Your data stays on your infrastructure regardless of industry.

Industries Served

Service Pillars

ATC Products

Zero

Cloud Dependency

Free Industry Assessment

We'll map AI opportunities specific to your sector.

01 — Industries We Serve

Five Verticals. One Architecture.

Each industry card links to a dedicated page with deeper use cases, compliance details, and relevant ATC products.

Healthcare

DPDP-ready clinical AI systems

AI that processes patient records, clinical documents, and medical literature entirely on hospital infrastructure. Cited answers for clinical decisions. Multilingual patient interfaces.

→Patient record Q&A with citations
→Medical document digitization & OCR
→Drug interaction & contraindication alerts
→Clinical decision support
→Voice agents for patient intake
→Multilingual patient communication

ATC ManthanATC ChatATC Voice

Explore Healthcare AI →

Education

NEP 2020-aligned AI learning platforms

AI-powered learning management, adaptive assessments, multilingual content generation, and 24/7 AI tutoring — from K-12 through university and corporate training. Works offline.

→Adaptive learning with gamification
→AI content generation (22+ languages)
→Automated assessment & grading
→24/7 AI tutor agents
→Faculty training programs
→Curriculum mapping & gap analysis

ATC Quest LMSATC CampusATC Manthan

Explore Education AI →

Banking & Finance

On-premise AI for regulated environments

Document processing, compliance monitoring, and customer service AI that runs inside your data center. Full audit trails. No sensitive financial data leaves your infrastructure.

→Loan document processing & risk scoring
→KYC/AML document verification
→Regulatory compliance monitoring
→Financial report summarization
→Voice-based KYC verification
→Internal policy Q&A for branches

ATC ManthanATC ChatATC VoiceATC Flow

Explore BFSI AI →

Manufacturing

AI embedded in production workflows

AI that lives on the shop floor — SOP search, predictive maintenance, quality inspection assistance, and voice-controlled checklists. Runs on local infrastructure without internet dependency.

→SOP & manual AI search for operators
→Predictive maintenance from sensor data
→Quality inspection assistance
→Supply chain document processing
→Voice-controlled equipment checklists
→Safety procedure lookup

ATC ManthanATC VoiceATC OpsATC Flow

Explore Manufacturing AI →

Government

Air-gapped, sovereign AI infrastructure

AI systems deployed in air-gapped environments with zero internet dependency. Citizen services in 22+ Indian languages. Policy document intelligence. Complete data sovereignty for defense and public sector.

→Citizen helpline AI (22+ languages)
→Policy document Q&A & summarization
→Scheme eligibility checking
→RTI & grievance management
→Data classification & access control
→Air-gapped deployment for defense

ATC ChatATC ManthanATC VoiceATC Campus

Explore Government AI →

Don't See Your Industry?

We serve any organization that needs on-premise AI with data sovereignty. The same architecture applies to legal, logistics, energy, and more.

Book Consultation +91 8986860088

02 — One Architecture, Five Industries

The Stack That Serves Every Sector

Healthcare, Education, BFSI, Manufacturing, and Government all run on the same five-layer architecture. What changes is the configuration, the knowledge base, and the compliance wrapper — not the infrastructure.

Infrastructure Layer

GPU servers on your premises. Same hardware spec process across industries — we size for your workload.

Intelligence Layer

LLMs, embeddings, vector DB, RAG pipelines. Healthcare gets MedGemma. Government gets multilingual models. BFSI gets compliance-tuned inference.

Agent Layer

Agentic systems with progressive autonomy. T1/T2 governance is universal — what's permanently T1-locked varies by industry regulation.

Product Layer

ATC suite configured per sector. Manthan for documents. Quest/Campus for learning. Chat for service. Voice for calls. Flow for workflows.

Maintenance Layer

Monitoring, updates, support. Same SLA across industries. Air-gapped update process for government and defense.

Why one stack matters: When a hospital client needs a training LMS, we deploy ATC Quest on their existing infrastructure — no new architecture, no new vendor relationship. Cross-product deployment is measured in days, not months.

03 — Why On-Premise for Regulated Industries

Cloud AI vs On-Premise AI

Every industry we serve has one thing in common: sensitive data that can't leave the building.

Cloud AI for Sensitive Industries

✕Patient/citizen/financial data on vendor servers
✕Per-query pricing that escalates with scale
✕Internet dependency — outage kills AI services
✕Third-party vendor has technical access to your data
✕Complex compliance mapping per industry regulation
✕Audit trail spans multiple vendor systems
✕Vendor lock-in — migration is painful and expensive

BiltIQ On-Premise AI

✓All data processed inside your data center
✓Fixed infrastructure cost — zero per-query charges
✓Works offline, air-gapped, or on intranet only
✓No vendor touches your data — ever
✓Compliance by architecture — data never moves
✓Complete audit trail on your servers
✓You own the code, models, and data — no lock-in

04 — How We Engage

Four Steps. Any Industry.

Same disciplined process regardless of sector. What changes is the domain expertise we bring to each step.

Industry Assessment

We audit your data landscape, compliance requirements, and operational workflows specific to your sector.

Architecture Design

GPU spec, model selection, product configuration, and integration design — all documented before code starts.

Deploy & Configure

Products in days, not weeks. Custom systems in 4-12 weeks. On your infrastructure, with your compliance wrapper.

Maintain & Optimize

Ongoing monitoring, model updates, and performance optimization. Your AI stack gets better over time.

05 — Compliance by Architecture

Not by Policy. By Design.

When your AI runs on your infrastructure, compliance is a byproduct of architecture — not a checkbox exercise.

DPDP-Ready

India's Digital Personal Data Protection Act, 2023 — ready by design because your data never leaves your premises.

Air-Gap Ready

Zero internet dependency. Deployable in fully air-gapped environments for government, defense, and high-security installations.

Full Audit Trails

Every AI decision logged. Every document access tracked. Every agent action recorded. Audit-ready for any regulatory review.

Your Data Never Leaves Your Building

Every industry. Every product. Every service. Deployed entirely on your infrastructure. Built for DPDP obligations by architecture.

Schedule Assessment [email protected]

06 — FAQ

Common Questions About Industry AI

Get Your Industry Assessment

We'll map AI opportunities specific to your sector — document workflows, compliance needs, language requirements, and deployment architecture.

Book Consultation →+91 8986860088

Your Data. Your Premises. Your AI.

Industry	Top use cases	Compliance	Deploy time
Healthcare	Discharge summaries, radiology reporting, claims, clinical Q&A	DPDP, HIPAA-ready, NABH-compatible	3–6 weeks
BFSI	KYC review, fraud triage, internal Q&A, compliance reporting	DPDP, RBI, ISO 27001	4–8 weeks
Education	Adaptive tutoring, NEP 2020-aligned LMS, AI-graded assessment	DPDP	2–5 days (Quest LMS)
Manufacturing	SOP search, defect logs, predictive maintenance, voice checklists	ISO 27001	4–10 weeks
Government	RTI/file Q&A, citizen services, regional-language interfaces	DPDP, MeitY guidelines	6–12 weeks
SMBs	Pre-built agent bundles — chat, document AI, voice, social	DPDP	days, not quarters

Same Stack.Your Sector's Requirements.