Introducing Overcore: AI-Powered Intelligence Layer for Your Data Systems

JUSTADDWATER > News > Introducing Overcore: AI-Powered Intelligence Layer for Your Data Systems

Introducing Overcore: AI-Powered Intelligence Layer for Your Data Systems

We’re excited to share something we’ve been working on behind the scenes — and it’s finally live!

Meet Overcore, an AI-powered intelligence layer built to help enterprises unlock smarter, faster access to their data. Whether you’re dealing with legacy databases or modern systems, Overcore connects with your infrastructure, giving you powerful AI capabilities without changing how you work or compromising your data privacy.

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Why We Built Overcore

At Justaddwater, we’ve seen a common pattern across organizations: business users want faster insights, but data teams are stretched thin, and integrating AI into legacy systems is often time-consuming and expensive.

We built Overcore to solve this — by letting companies:

  • Query data using natural language
  • Auto-generate dashboards and visualizations
  • Build AI-powered forms with no extra infrastructure

All while keeping their data secure, private, and within their control.


What Makes Overcore Different?

Overcore is not just another SaaS dashboard.

✅ On-Prem or Private Cloud
Your data stays where you want it. No SaaS lock-in, no forced data syncs.

✅ Works With Your Existing Stack
Overcore integrates directly with most SQL-based databases — and even legacy systems — with minimal configuration.

✅ Pluggable AI
Use your preferred Large Language Model (LLM), whether open-source or proprietary, to power natural language queries and form generation.

✅ Customizable and Developer-Friendly
Every Overcore install is tailored to your environment, with dev support to integrate with your internal apps and workflows.


Core Features

🔹 Text-to-SQL – Just ask questions in plain English, and get back optimized SQL queries. No SQL knowledge needed.

🔹 Write with AI – Add AI assistance to your forms and workflows with a lightweight JS plugin. Plug-and-play in minutes.

🔹 Smart AI Forms – Build dynamic multi-page forms using your LLM of choice. Embed directly in your internal tools.


Built for Real-World Enterprises

Overcore is ideal for teams looking to bring AI into their systems — without compromising on control, customization, or security. Since it’s not a SaaS product, each implementation is custom-configured for your team’s scale, infrastructure, and needs.


Thanks to all the incredible team members at Justaddwater who brought this vision to life. This is just the beginning — and we can’t wait to see what you build with Overcore.

Ready to See Overcore.AI in Action?

SEE FEATURES

With 13+ years of web development experience, I'm a full-stack developer & LMS expert specializing in LMS, eLearning, and training platform development. I’ve architected scalable learning systems, custom plugins, integrations, and enterprise-grade automation for organizations of all sizes. My background includes delivering large, complex projects for Fortune 500 companies across automotive, global energy, and healthcare sectors.

Start with a scoping conversation

Tell us about your learner base and what your current platform can’t do. We’ll come back with a straight answer on cost, timeline, and fit.

    Useful to know: integrations you need, whether deployment must be on-premise, and any audit or accreditation date you are working toward.

    We reply within one working day. No sequence, no drip campaign, no sales development rep.

    What happens next

    We reply with questions, not a brochure. Usually two or three, aimed at working out whether this is worth your time.

    You get the licence maths. What you pay now against what an owned platform costs once, with the assumptions shown.

    Then a scoped proposal. Fixed price and fixed timeline for the base package, or a scope document for larger builds.

    1,500
    Per-seat licences removed for one client
    30 days
    Base package to go-live

    "The engagement eliminated recurring per-user LMS licensing costs and gave the client full control over the roadmap, features, and integrations. JustAddWater responded quickly and efficiently despite the time difference. Their flexibility and strong communication were commendable."

    Nathan · CareRx
    Source: Clutch.co

    Start with a scoping conversation

    Tell us about your learner base and what your current platform can’t do. We’ll come back with a straight answer on cost, timeline, and fit.

      Useful to know: integrations you need, whether deployment must be on-premise, and any audit or accreditation date you are working toward.

      We reply within one working day. No sequence, no drip campaign, no sales development rep.

      What happens next

      We reply with questions, not a brochure. Usually two or three, aimed at working out whether this is worth your time.

      You get the licence maths. What you pay now against what an owned platform costs once, with the assumptions shown.

      Then a scoped proposal. Fixed price and fixed timeline for the base package, or a scope document for larger builds.

      1,500
      Per-seat licences removed for one client
      30 days
      Base package to go-live

      "The engagement eliminated recurring per-user LMS licensing costs and gave the client full control over the roadmap, features, and integrations. JustAddWater responded quickly and efficiently despite the time difference. Their flexibility and strong communication were commendable."

      Nathan · CareRx
      Source: Clutch.co