Capability 02 — Ask

Answers grounded in your own business data

Not a chatbot bolted onto a help center. A question runs against the systems you actually operate, under policy you actually set, and comes back with the records that produced it.

The path a question takes

Five stages, every time

The same sequence runs whether the question is trivial or expensive. There is no fast path that skips governance.

  1. Stage 1

    You ask

    A plain-language question. No query syntax, no dashboard to build, no analyst in the loop for a question that should take ten seconds.

  2. Stage 2

    Guardrails scope it

    Data-access and privacy guardrails decide which sources are in play and what must be minimized or redacted before anything is assembled.

  3. Stage 3

    Sources are read and normalized

    Approved connectors retrieve the records. Results are normalized into the platform's shared shape so data from different vendors can be compared honestly.

  4. Stage 4

    A model reasons over it

    Model-input guardrails control what the model is given; model-output guardrails validate and transform what comes back. The model sees the minimum needed for the step.

  5. Stage 5

    You get an answer with its evidence

    The response arrives alongside the records that produced it, so you can check the work before you act on it.

Evidence, not vibes

If you can't check it, you can't use it

A number without provenance is a liability. Every answer the platform produces carries the source records behind it, the guardrails that were applied, and a coarse record of what happened — written to an append-only audit stream.

  • Read-only means read-only. Query-class workflows cannot write. Anything that changes a live system is a different class of work with different gates.
  • Approved sources only. A question can only reach systems your configuration has authorized for it.
  • Audit excludes payloads. Events record identifiers, decisions, timing, and redacted summaries — never secret values or unrestricted source data.
The model boundary

The model is a component, not the product

EverythingBusiness.ai is not an AI model. It is the layer that decides which model sees what, under which policy, at whose expense.

Any provider, one contract

Provider-neutral capability contracts with adapters for the major model providers. You are never locked to a single vendor's roadmap or pricing.

The model can't reach past policy

A model can recommend an action. It cannot bypass connector permissions or workflow policy. Workflow definitions cannot select secret references at all.

Spend is bounded

Cost guardrails and organization-level AI budgets cap model, connector, and workflow consumption before a runaway job becomes a runaway invoice.

Bring a real question

Ask us the question you can't get answered today

The best demo is the one where you bring the question your current tools can't answer — the one that needs three systems and a spreadsheet. Call and we'll walk through exactly how it would run.