The Platforms
QualtrixAI is the delivery gateway. CleanseAI, Velox AI, and the non-AI accelerator library are the specialist layers, each built for a specific type of program work. Most programs draw from more than one layer and across all of them is the human approval to validate outcomes.
| CleanseAI Data validation, transformation & delivery tooling | Velox AI Legacy modernization agents, moving from mainframe through migration | Non-AI Accelerators Frameworks, blueprints & delivery kits: no agent required |
QualtrixAI — SDLC Delivery Agents
Our AI-native platform is designed around eight agents that cover every stage of the software delivery lifecycle. The productivity gain compounds across the whole delivery chain. Each agent produces artifacts; humans review and approve; the artifact registry accumulates and every subsequent run costs less than the last.
| BA Agent Turns stakeholder conversations, meeting transcripts, and feature lists into structured requirements, user stories, and acceptance criteria. | DA Agent Handles data design, application design, source-to-target mapping, and optimized SQL generation from specifications. | Dev Agent Generates production-quality code directly from requirements and design, covering a significant portion of developer work. | QA Agent Builds test cases, automation scripts, and test data from requirements and design. |
| Ops Agent Runs validation scripts, watches the running system post-release, detects anomalies, and surfaces incidents before customers do. | PM Agent Delivers real-time delivery visibility, including status roll-ups, risk flags, and sprint health with two-way Jira synchronization. | Release Agent Automates build, deployment, and release notes. It also enforces branching and versioning discipline with zero manual handoff. | Admin Agent Keeps the platform running with user provisioning, tenant management, role-based access, token management, and audit reports. |
| 50%+ Average delivery efficiency gain | 92% Test script time reduction | 2× Sprint throughput by Month 12 | −65% Platform token cost by Month 12 |
CleanseAI — Data Validation & Transformation
CleanseAI is a unified platform for data validation, transformation, and delivery tooling. It runs intelligence, configuration, and monitoring capabilities across the pipeline from datafeed validation through post-ETL transformation and lineage tracing. Whether used alongside QualtrixAI on data-intensive programs, or as a standalone capability for data quality and pipeline governance, CleanseAI delivers quality data you can trust.
| Power AI Powers advanced validation intelligence and operational insights across the pipeline through an AI-powered workspace. | Datafeed Validator Builds and designs custom datafeed validation workflows with visual configuration tools. | Post ETL Suite Post-processes and transforms validated data before final delivery. |
| IntelliDesk Searches and looks up files interactively with intelligent querying and data exploration capabilities. | Data Lineage Traces datasets, transformations, dependencies, and impact paths across validation workflows. | File to Table Validator Validates file-to-table mappings, ingestion outputs, and structural alignment across delivery pipelines. |
| DV Engine Executes and monitors data validation processes with real-time performance metrics. | DV Setup Configures version setups and schedules automated validation jobs for batch processing. | AI Refiner Refines and fixes data validation errors at source with AI-powered suggestions. |
Velox AI — Legacy Modernization
Velox AI industrializes legacy modernization from initial discovery and portfolio assessment through code conversion, equivalence testing, and migration at scale. Built specifically for mainframe and legacy estate, our AI agent is critical to our modernization roadmap. Governance agents run alongside every modernization agent, enforcing quality, security, and compliance at every step.
| Discovery Agent Inventories the legacy estate, scanning mainframe, repos, and shares to catalog every program, copybook, and job. | Portfolio Assessment Scores each application on business value and technical health and recommends a 6R disposition for the full estate. | Code Analysis Agent Deep-analyzes program complexity, dead code, and risk to prioritize migration sequencing. |
| Dependency Mapping Maps calls, data lineage, and copybook usage across the codebase as a full dependency graph. | Modernization Strategy Chooses the modernization approach per application and sequences the work into delivery waves. | Cloud Readiness Agent Assesses cloud readiness, surfaces blockers, and identifies the right target platform for each workload. |
| Target Architecture Designs the modern target architecture and maps each legacy construct to its replacement. | Code Conversion Agent Converts COBOL programs into clean modern code, AI-assisted or via the offline transpiler for air-gapped environments. | Test Generation Agent Generates equivalence tests and verifies converted code matches the original behavioral spec. |
| Migration Factory Agent Industrializes the migration, running conversions in batches and tracking throughput at scale across the estate. | PMO + Reporting Agent Tracks delivery, milestones, and RAG status and reports progress to stakeholders with live KPI visibility. | Governance Suite Runs alongside every modernization agent with architecture review, code quality gates, security compliance, data privacy, model governance, risk assessment, release approval, and audit evidence. |
| 50–60% Reduction in manual documentation effort | >90% Automated test coverage via QA Agent | ~60% Faster UI & API migration cycles | 30–50% IT cost reduction post-modernization |
Non-AI Accelerators
Not every head start requires an AI agent. These are the frameworks, blueprints, and delivery kits w3r teams bring into every engagement, proven across programs and ready to adapt to yours.
| Legacy Modernization Roadmap Carries you from discovery through full AIOps across a proven six-stage framework, with wave sequencing, risk tiering, and KPI checkpoints built in. | Data Migration Templates Maps source to target for the migration patterns you hit most often, including Oracle to Snowflake, SQL Server to Azure, and legacy flat file to Medallion. | Cloud Architecture Blueprints Provides reference architectures for regulated industries like financial services, healthcare, and insurance, with compliance guardrails in place from day one. | DevSecOps Playbooks Configures pipelines, security scanning integrations, and deployment gates, with shift-left security and zero-trust built in. |
| Data Quality Frameworks Validates enterprise data with rule libraries, lineage tracking templates, and reconciliation patterns. | Test Automation Frameworks Delivers pre-built regression suites, API test harnesses, and performance test scaffolding across common tech stacks. | AI Readiness Assessment Pinpoints your highest-value AI use cases, data readiness gaps, and governance requirements before you build. | Delivery Governance Kits Provides stage gate checklists, RACI templates, risk registers, and delivery reporting frameworks proven across w3r engagements. |