DataStackX AI Platform

Early access

The AI layer under every system we build

Every AI feature needs the same foundation: routing across model providers, a record of what each call costs, prompts you can test before release, and guardrails that run on every request. We are building that foundation once, as a platform, for our own products and for yours.

The platform is in early access, and our early access partners shape each release.

Six modules

What the platform covers

Gateway

One API in front of several model providers. Requests are routed by task, fall back to a second provider when the first fails, and repeat questions are answered from cache.

  • Routing across Anthropic, OpenAI, and AWS Bedrock
  • Automatic failover between providers
  • Response and prompt caching
  • Regional routing for data residency

Observability

A record of every model call: who made it, which model answered, how long it took, and what it cost. Budgets and alerts sit on top of the same data.

  • Tokens, latency, and cost per call
  • Cost attribution per tenant, team, and feature
  • Budget limits with a hard stop
  • Alerts on latency, errors, and overspend

Prompts & Testing

Prompts are versioned like code. Every change can be compared with the last version and run against a saved set of test cases before it goes live.

  • Versioned prompt library
  • Playground with side-by-side version comparison
  • Saved test cases from real conversations
  • Regression checks before release

Agent Workflows

Agents are chained into workflows with telemetry on every step. Any step that sends, publishes, or spends waits for a person to approve it.

  • Multi-step agent pipelines
  • Tool access through governed connectors
  • Human approval before actions
  • Step-level traces and replay

Guardrails

Checks that run on every request and every answer: personal data is masked before it reaches a model, and outputs are checked against sources and industry rules.

  • PII masking for phone, email, and identity numbers
  • Grounding checks against source documents
  • Industry rule gates, starting with RERA
  • Audit log of every check

Domain Packs

Industry knowledge packaged once and reused: prompts, reference data, and compliance rules for each vertical our products serve.

  • Real estate
  • Automotive and powersports
  • Aquaculture
  • Your own domain, built with you

Three ways to use it

Sold on its own, or built into your systems

01

On its own

Run the platform in front of your own AI applications: one control layer for every model call your teams make.

02

Inside our products

The shared layer for AI features across PropStackX, AutoStackX, AquaStackX, and our other products.

03

Built on your stack today

Need these controls before the platform ships? Our LLM Operations engagement sets them up on your infrastructure now.

Let's Find Your Starting Point

Book a complimentary 30-minute session with a senior data or AI architect. Bring your challenge, your stack, or an open question, and leave with a clear, honest assessment of where to begin.

No pitch. No obligation. Just a useful conversation.

Typically responds within 1 business day · Available globally