QualtrixAI Platform

The AI platform that powers our delivery.​

QualtrixAI is an AI-native delivery platform built for enterprise outcomes. Requirements, mappings, code, test scripts, and pipeline validation: QualtrixAI handles the deterministic work so your team focuses on what needs judgment. Pre-built accelerators, functional agents, and custom-built agents carry the load with every output gated by human approval before it moves forward.

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How It Works

QualtrixAI operates across eight agents covering every stage of the software delivery lifecycle. Each agent produces artifacts. Humans review and approve. The platform learns — and gets faster the longer it runs.

01 Configure Platform is set up against your toolchain, including GitHub, Jira, and your cloud environment. No infrastructure migration required. 02 Generate Pre-built accelerators and agents produce artifacts at every stage: requirements, mappings, code, and test scripts. 03 Approve Every artifact goes through a human gate before it moves forward. Accountability stays with the team. 04 Compound The artifact registry and prompt cache accumulate. Every subsequent run is faster and cheaper than the last.

The Agent Roster

Eight agents. One orchestrated flow. Human approval at every gate.

BA Agent Requirements capture and structured acceptance criteria from meetings and documents. DA Agent Source-to-target mappings and aggregation logic from specifications. Dev Agent Transformation code and feature development from approved specs. QA Agent Full validation script suites are generated and reused from registry.
Ops Agent Pipeline monitoring and validation after every execution. PM Agent Two-way Jira synchronization and status tracking across all workstreams. Release Agent Policy-gated deployment coordination with zero manual handoff. Orchestration Multi-agent workflow management with human approval at every stage gate.

Three Types of Agents

Pre-Built Accelerators

Ready to deploy against standard enterprise workstreams, including data migration, claims pipelines, regulatory reporting, and code modernization. Configured to your toolchain and ready to run.

Functional Agents

Purpose-built for repeatable functions across the SDLC: requirements capture, source-to-target mapping, test script generation, and pipeline monitoring. You can drop them into any program.

Custom Agents

When the standard agents don’t cover the specific workflow, we build one that does. Each custom agent is designed for your environment, your data domain, and your compliance requirements.

The Compounding Effect

QualtrixAI gets cheaper the longer it runs. The artifact registry accumulates validated outputs, including test scripts, mappings, and prompt templates. Then, QualtrixAI reuses them across every run at near-zero marginal cost. By Month 12 in production, 68% of QA scripts were served from the registry without regeneration, and platform token costs dropped 65%. Your team stays the same size, and the value of every hour they spend goes up.

QualtrixAI gets cheaper the longer it runs

Measured in Production​

These numbers come from a 12-month production deployment at a large North American insurance carrier. Proven results speak for themselves:

50%+ Average delivery efficiency gain 40% Program cost reduction −65% Platform token cost reduction by Month 12

​Infrastructure

AWS Bedrock · Anthropic Claude Haiku 3 (primary) · Azure OpenAI GPT-4o (overflow) · ECS Fargate · DynamoDB · Step Functions · Kinesis WORM audit log · Jinja2 prompt templates · GitHub Enterprise · Jira integration. No infrastructure migration required.

Ready to See QualtrixAI Against Your Data?

We offer a 90-minute technical briefing covering the full platform architecture, agent configuration, and integration approach against your specific source environment. Bring your data team.

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