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Platforms

Working software for enterprise query, data migration, legacy code intelligence and quality engineering — deployed by the engineers who built it, under any engagement model.

  • Each one can run on a self-hosted or private AI model

The platforms

  • Enterprise Intelligence & Modernization

    InsightMesh

    Intelligent Enterprise Query

    Ask your operational data, databases and documents questions in plain English — with specialist agents that turn supply-chain data into optimization recommendations.

    5 specialist supply-chain agents

  • Enterprise Intelligence & Modernization

    AIM

    Adaptive & Intelligent Migration

    AI-assisted data migration from legacy exports — AIM profiles your data, proposes mappings, turns business-rule documents into approved transformation code and reconciles the result.

    Every mapping confidence-scored

  • AI-Powered Engineering & Quality Platforms

    CortexIQ

    AI-Powered Code Intelligence

    Maps dependencies across PL/I and VB6 code, classifies the impact of every change and explains it in plain English — to speed up modernization and change management.

    >10M lines of PL/I analyzed

  • AI-Powered Engineering & Quality Platforms

    QAI

    AI-Powered Quality Engineering

    AI-powered quality engineering for Oracle CX Sales, Oracle CPQ and other web applications — QAI writes UAT, functional, end-to-end and regression tests, runs them on Playwright and keeps the evidence.

    70% less test design effort

What every platform shares

  • People stay in charge

    Plans, mappings and generated tests wait for a person where it matters.

  • Private AI

    Every platform can run on a self-hosted or private model; cloud models are optional.

  • Roadmap in the open

    What ships today and what is in development are marked on every page.

  • Engineers included

    Each platform comes with the team that deploys it, under any engagement model.

How we deliver

Every platform comes with the team that deploys it, under any of our engagement models.

  1. Platform

    Start from a purpose-built platform

    Ready-made starting points for enterprise query, data migration, code intelligence and quality engineering.

  2. Engineering team

    Add the engineers who deploy it

    Through Co-Engineering, Managed Services or an Engineering Pod, our engineers deploy the platform, extend it for your environment and scale it with your roadmap.

  3. Services as a Software

    Get reusable, scalable solutions

    Proven GenAI and intelligent automation delivery, packaged so every engagement starts ahead instead of from scratch.

Compare

From natural-language analytics and agentic data migration to legacy code intelligence and NLP-driven UAT.

  • InsightMesh

    Intelligent Enterprise Query

    Automates
    Answering business questions from data and documents, and supply-chain optimization, without complex BI development.
    Inputs
    Plain-English questions over operational data, databases and documents.
    Outputs
    Answers, charts, optimization recommendations and before-and-after cost comparisons.
    Best for
    Business users who wait on BI teams for answers.
  • AIM

    Adaptive & Intelligent Migration

    Automates
    Data migration from legacy exports — profiling, mapping, transformation, validation and reconciliation.
    Inputs
    CSV, Excel, .dat, text and SQL exports, a target schema and your business-rule documents.
    Outputs
    Reconciled target tables, an audit trail and a post-migration report — with far less hand-built ETL.
    Best for
    Data modernization, migration and integration programs.
  • CortexIQ

    AI-Powered Code Intelligence

    Automates
    Dependency mapping, change-impact analysis and modernization of legacy code.
    Inputs
    PL/I and VB6 source, plus Coded UI and Cypress test suites.
    Outputs
    Dependency graphs, Logic / Log / No Impact verdicts with explanations, impact reports and converted code.
    Best for
    Legacy modernization, testing and change management.
  • QAI

    AI-Powered Quality Engineering

    Automates
    UAT, functional, end-to-end and regression test design and execution, with test data generation.
    Inputs
    Requirements, user stories, business documents and scenarios written in natural language.
    Outputs
    Gherkin scenarios, executable Playwright tests, synthetic test data and run evidence traced to requirements.
    Best for
    UAT, functional and regression testing on Oracle CX Sales, Oracle CPQ and other web applications.

Next step

Book a demo and we'll walk you through the platform that fits your problem, and how we would deploy it in your environment.

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