Enterprise AI Modernization

Your LegacySystems,AI-PoWered.

We don't rip and replace. We wrap, bridge, and augment injecting AI agents, NLP overlays, and intelligent middleware directly into your AS/400s, ERPs, and monolithic codebases.

50%Cost reduction
ZeroOperational downtime
100%Parallel test coverage
AS/400 MAINFRAMELEGACY COREAI ENGINEVISTARAN CORE:443REST LAYERMODERN APIVECTOR DBEMBEDDINGSSSO GUARDOAUTH 2.0QUERY_IN: PAYROLL.DB2STATUS: PROCESSINGTOKENS/S: 48,220LLM INFERENCELATENCY: 12msZERO DOWNTIMESYSCPUMEMI/OVISTARAN_ARCH // CONSTELLATION_NODE: LIVE
Problem vs Solution

Technical Debt vs.
AI-First Architecture

Your enterprise is paralyzed. AS/400 mainframes, decades-old ERPs, and monolithic Java apps hold your most valuable data but are completely disconnected from the AI revolution.

Traditional migration projects run for years, cost millions, and fail at alarming rates. There is a better approach: augment rather than replace.

❌ Traditional approach
Rip & Replace
3–7 year timelines. $10M+ budgets. 65% project failure rates. Full operations freeze. Staff retraining required.
✓ Vistaran approach
Wrap & Augment
Months, not years. AI in parallel. Zero downtime. Legacy runs unchanged while we build modern intelligence around it. 50% cost reduction.
Capabilities

Four Modernization
Pathways

Integrating LLMs with systems built in the 1990s requires a specific engineering discipline. We've built it battle-tested on real enterprises.

01Middleware

Intelligent API Wrappers

Expose legacy databases through secure, AI-native REST layers

Your AS/400 has no API. We build one a smart middleware layer that translates modern requests into legacy queries, cached, secured, and fully observable.

02Refactoring

AI Code Refactoring

Translate COBOL, Fortran & legacy Java into modern microservices

Fine-tuned models map your business logic, restructure variable trees, and generate Python/Go equivalents verified by automated parallel testing suites.

03NLP

NLP Overlays

Replace green-screen terminals with natural language interfaces

Employees type plain English. The AI translates into exact legacy queries behind the scenes no retraining, no disruption, instant productivity gains.

04Data

Unstructured Data Mining

Clean, structure and migrate decades of trapped legacy data

Vision AI and LLM parsers process raw mainframe logs, legacy PDFs, and unformatted print sheets into searchable vector databases within days.

Live Sandbox

See the AI Wrapper
In Action

vistaran-middleware-agent v1.0
● READY
Select Scenario
Query
Fetch monthly payroll from DB2 and reconcile with Stripe logs
Target
IBM AS/400 DB2 (built 1994)
Execution Log
$[USER]Dispatch: 'Fetch payroll and reconcile with Stripe'
[AI]Translating NLP → SQL: SELECT * FROM PAYROLL_99 WHERE STATUS='UNRECONCILED'
![LEGACY]Executing query inside mainframe... 420 ledger rows returned
[AI]Mapping DB2 schema to Stripe transaction format
[DONE]420 entries reconciled. Slack alert posted to #finance-ops
Modern App
AI Layer
Legacy DB
Impact Profiles

Transforming Legacy
Industries

Vistaran helps compliance-driven industries modernize without risking operational continuity.

90% Faster Loan Processing
Technical Debt

Loan officers manually key data between modern CRM tools and 30-year-old core-banking mainframes taking days per application.

AI Modernization Pathway

Vistaran bridges Fiserv/Jack Henry databases with AI credit-assessment agents. Automated reads/writes eliminate all manual transfer.

Data Flow Execution
Customer
Uploads ID and tax records to mobile banking app
AI Layer
OCR extracts, normalizes, and validates all documents
Mainframe
Secure query to legacy core: credit history, balance, risk flags
System
Pre-approval issued. Legacy record updated automatically
Risk Management

Safe. Phased.
Fully Tested.

When dealing with the backbone of your enterprise, “move fast and break things” is never an option.

I
Phase I

Strangler Fig Pattern

We never migrate everything at once. Legacy modules are wrapped or replaced one service at a time ensuring absolute operational continuity and zero downtime windows.

II
Phase II

Parallel Test Suites

Every AI-translated codebase runs against the original simultaneously. We verify 100% of inputs produce identical outputs before any legacy module is decommissioned.

III
Phase III

Security Guardrails

Legacy systems are inherently vulnerable. We layer OAuth, SSO, rate limiting, and audit logging on every integration insulating your mainframes from modern threats.

Start Your Modernization

DON'T LET LEGACY
HOLD BACK YOUR
AI FUTURE.

Speak with our Enterprise Architects. We'll assess your technical debt and design a phased roadmap to inject AI into your legacy stack securely, with zero disruption.

Zero DowntimeLegacy ModernizationSecure TransitionAI Ready
WHY VISTARAN?
Enterprise architecture assessment
Phased modernization roadmap
Zero-downtime data migration