APPLICATION INTELLIGENCE × AI

Find the right evidence.
Ask any AI.

SMART TS XL indexes your entire application landscape — code, data, jobs, schemas, documents, and every dependency between them. ASK AI and the new MCP Server put that verified context in front of the AI models your organization approves.

Model-flexible Enterprise-verified context Source-connected results New: MCP Server
NEW The SMART TS XL MCP Server is here. Connect Claude — or any MCP-compatible assistant — directly to your application intelligence.
See how it works
OPEN THE BLACK BOX

It was never a mystery. It was just closed.

Every enterprise has a system nobody dares to touch. SMART TS XL maps what is inside — data, patterns, and context — and ASK AI turns it into insights, decisions, and actions your team can trust.

DataPatternsContextInsightsDecisionsActions
Illustration: a team puzzles over a sealed box labeled Legacy, then ASK AI opens it to reveal data, patterns, context, insights, decisions and actions
THE CONTEXT ADVANTAGE

AI is only as good as the context it receives.

A generic AI tool begins with an empty prompt box. The user must locate the right files, paste the right code, and hope nothing important was missed. SMART TS XL starts from the complete, verified evidence.

Generic AI chat
Paste some code here…
Sees only the snippets a person remembers to paste
No knowledge of jobs, schemas, copybooks, or cross-program dependencies
Answers detached from source — impossible to audit or trace
With SMART TS XL + ASK AI
Programs Copybooks JCL & jobs DB2 schemas Documents Dependencies
Starts from an enterprise-discovered, controlled result set
Relationships included: code, data, jobs, schemas, documents
Every finding stays connected to the application evidence
ONE INTELLIGENCE LAYER

All your systems in. Any approved AI out.

SMART TS XL continuously indexes the whole corporate landscape and preserves how everything connects. That knowledge reaches AI two ways: inside ASK AI, or through the MCP Server into the tools your teams already use.

YOUR SYSTEMS
Mainframe · COBOL, PL/I, JCL
Distributed & cloud applications
Databases · DB2, schemas, tables
Repositories & version control
Documents, reports & jobs
SMART TS XL
Application intelligence layer
Cross-system search
Dependency maps
Impact analysis
Cross-references
Field & data lineage
Control flow & AST
Verified, structured, always current
TWO WAYS TO CONNECT AI
ASK AI — built in
Saved prompts, multi-step workflows, background analysis across thousands of assets, reports and history — inside SMART TS XL.
MCP Server — open
NEW
The same verified intelligence, exposed through the open Model Context Protocol to the AI tools your teams already use.
Claude AI IDEs Agents Approved LLMs
SMART TS XL MCP SERVER

Ask your codebase. From anywhere.

The Model Context Protocol (MCP) is the open standard that lets AI assistants call enterprise tools. The SMART TS XL MCP Server turns decades of application knowledge into tools any approved assistant can use — with every answer grounded in real, traceable evidence.

Enterprise-wide search
Search programs, fields, jobs, and data types across every indexed environment.
Source on demand
Retrieve member content and preprocessed code for any program or copybook.
Cross-reference reports
Where-used analysis across programs, copybooks, tables, and jobs.
Field & data lineage
Track field relationships and redefinitions through COBOL data structures.
Control flow & AST
Structured program understanding: control flow, syntax trees, complexity.
Organizational context
Client, user, and domain context so assistants answer in your terms.
Read-only by design Authenticated, role-based access Works with your approved models
HOW IT WORKS

Discovery before generation.

01
Discover
Search across mainframe, distributed, cloud, database, repository, and document environments.
02
Scope
Select the programs, fields, jobs, dependencies, or result set relevant to the question.
03
Ask
Use a saved prompt in ASK AI, or query through MCP from your assistant — with the model your organization approves.
04
Act
Use structured findings, documentation, risk summaries, and test recommendations linked to evidence.
POWERFUL CAPABILITIES

Use AI where it delivers measurable enterprise value.

From one program to a complete application portfolio, verified context turns AI output into repeatable work products.

Explain unfamiliar code
Purpose, processing steps, inputs, outputs, data movement, and likely business meaning — in plain language.
Extract business rules
Turn calculations, validations, conditions, and decision logic into a structured, export-ready rule catalog.
Accelerate impact analysis
Classify findings, summarize risk, group related impacts, and recommend the next assets to inspect.
Support modernization
Summarize legacy logic, identify blockers, propose service boundaries, and build a modernization backlog.
Generate test scenarios
Normal, boundary, exception, regression, and reconciliation tests — from actual application logic.
Strengthen audit response
Organize compliance findings, summarize exposure, and produce evidence-based review documentation.
MODERNIZE WITH CONFIDENCE

Turn complexity into clarity. Move forward with insight.

Legacy applications carry decades of business rules, dependencies, and tribal knowledge. ASK AI helps your team understand them first — so modernization is a planned move, not a leap.

Illustration: a team pushes a heavy legacy application toward a modernized application gateway while the ASK AI robot helps, with signs for insight, efficiency, lower risk, faster delivery and business value
THE DIFFERENCE

Generic AI versus SMART TS XL + ASK AI + MCP

The advantage is not access to an LLM. It is the quality, completeness, structure, and traceability of the context sent to it.

CAPABILITY
GENERIC AI
SMART TS XL + ASK AI + MCP
Starting context
Manually selected snippets and files
Enterprise-discovered, controlled result sets
Application relationships
Often absent from the prompt
Code, data, jobs, schemas, documents, dependencies
Where AI runs
One vendor’s chat window
ASK AI inside SMART TS XL, or any MCP-compatible assistant
Scale
One-off manual interactions
Interactive and background analysis across large scopes
Repeatability
Depends on individual prompting
Saved, categorized, parameterized, shared prompts
Traceability
Answer separated from source
Findings remain connected to application evidence
ENTERPRISE CONTROL

Your application intelligence should outlast any single AI model.

Use organization-approved models
Standardize prompts and workflows
Preserve source traceability
Keep application context centralized
Support role-based investigations
Maintain conversation and report history
TURN DISCOVERY INTO ACTION

See what ASK AI and MCP can do with your application landscape.

Bring a real question, a difficult application, or an analysis task that normally takes days. See how SMART TS XL discovers the evidence and AI transforms it into usable intelligence.