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Answer “how do I” inside your product, with the source attached.

STEWARD reads your documentation and your live API under each user's own login. Each user gets an answer about their own account, with its sources.

Example of the record behind one answer: its audit log, its trace and its staged evaluation.

Example of the record behind one answer: its audit log, its trace and its staged evaluation.

WHAT CHANGES What changes for your users and your team.

Answers about their own account.

STEWARD reads the user's live record the moment they ask, under their own login. No index, no copy. Not last night's snapshot. The record right now.

It says so when the material runs out.

Below the evidence threshold STEWARD states it has no relevant material and names the next step. It does not improvise.

Every answer leaves a record.

Your team opens the trace of any answer: the excerpts used, each live read, each model call with its cost, and why it stopped. Source, time, input, output.

Insights from live data.

STEWARD reads the live record, runs the numbers in a sealed sandbox, and returns the figure or the chart with its sources.

HOW IT WORKS Configure and embed. Nothing to rip out.

  1. Connect your docs: a GitHub repository or a Google Drive folder. A push triggers a re-sync.

  2. Add your API base URL, with an optional endpoint allowlist. The signed-in user's token passes through unread.

  3. Paste the snippet from the playground in HTML, React or Angular. Then open the trace of the first answer.

THE RECORD

95% of enterprise AI pilots show no measurable ROI.

SOURCE · MIT NANDA, THE GENAI DIVIDE, 2025

  • Every answer shows its work. Source, time, input, output. Logged and exportable.
  • Reads your data the moment you ask, under your own login. No index, no copy.
  • AWS Bedrock is the sole model provider. No model-provider key exists anywhere in the platform.
  • A SOC 2 Type II report is in progress.

No index and no copy apply to live systems. Documents you designate enter an account-scoped knowledge base.

PRICING Start free. Upgrade when your users depend on it.

Free

$0free forever

Every sign-up starts here.

  • 1 product, 1 data source
  • 50 insight credits a month
  • Full trace visible
  • Buy credit bundles any time
  • Data sources are removed after 30 days without use

Starter

$490per year, or $49 a month2 months free

One product, one team.

Everything in Free, plus

  • 2 products, 3 data sources
  • 180 insight credits a month
  • Records kept 90 days

Enterprise

Custom

Sold by contract.

  • Starts at Growth's values, or the contract's
  • Secret keys and the control-plane API
  • Records kept 6 months, up to a year

A delivered answer costs one to five credits, by depth. An answer that never arrived costs nothing. No seats. No overage.

See STEWARD pricing

QUESTIONS STEWARD, in plain words.

Does STEWARD replace our helpdesk?

STEWARD answers inside your product, where the question comes up. Your helpdesk and your team stay where they are.

Can STEWARD issue refunds or change settings?

STEWARD reads. The person decides. STEWARD never books, sends, moves, approves or changes a record.

Where do our docs need to live for STEWARD?

STEWARD's live connectors today are GitHub and Google Drive, with several sources per product and a re-sync on every push. A URL and crawl connector is specified and staged.

Which languages does STEWARD answer in?

STEWARD answers in multiple languages.

Will STEWARD send us a surprise bill?

STEWARD has no overage. An alert fires at 80 percent of your allowance by default. At zero credits the chat stops taking new questions until the 1st or a bundle, and your users never see a billing message.

Every answer on the record. Starting with yours.

Start for free