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Build professional workflows that know what matters next.

Use the Kavroth API to identify priorities, blockers, deadlines, missing information, contradictions, evidence, and appropriate next actions through structured, review-aware outputs.

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Evidence-grounded Professional Work Intelligence for legal and accounting applications — not a general-purpose chatbot or generic language-model API.

Built for professional workflows, not open-ended conversation.

Legal matter intelligence

Accounting engagement intelligence

Priority identification

Blocker detection

Deadline awareness

Missing-information detection

Contradiction detection

Evidence attribution

Next-action recommendations

Abstention

Professional-review requirements

A structured request. A review-aware response.

Fictional example — illustrative and subject to change.

Request

{
  "domain": "accounting",
  "workspace_type": "engagement",
  "context": {
    "engagement": "2026 Business Return",
    "period": "FY2026 Q1"
  },
  "documents": [
    { "id": "doc_ledger_q1", "type": "ledger" },
    { "id": "doc_bank_q1", "type": "bank_statement" }
  ],
  "tasks": ["assess_completeness", "identify_inconsistencies"],
  "deadlines": [
    { "label": "Filing extension", "due": "2026-04-15" }
  ],
  "instructions": "Summarize current state and next action for reviewer."
}

Response

{
  "priority": "Resolve missing interest-income documentation",
  "blockers": [
    "1099-INT not received",
    "Signed engagement letter outstanding"
  ],
  "next_action": "Prepare client follow-up for approval",
  "evidence": [
    { "doc_id": "doc_ledger_q1", "ref": "Ledger.xlsx, rows 12-18" },
    { "doc_id": "doc_bank_q1", "ref": "Bank_Q1.pdf, p.2" }
  ],
  "confidence": "moderate",
  "abstain": false,
  "abstain_reason": null,
  "requires_professional_review": true
}

Fictional example — illustrative and subject to change.

Related, not identical, across Legal and Accounting.

Legal

Contract obligations

Notice deadlines

Missing documents

Conflicting provisions

Matter-review summaries

Accounting

Tax-packet completeness

Close review

Inconsistent records

Audit-support summaries

Client follow-up preparation

Trust and control, by request.

1. Authenticate the caller

2. Enforce workspace scope

3. Supply approved evidence

4. Run structured reasoning

5. Validate evidence references

6. Require professional review

7. Approve any consequential action separately

The model does not grant access.

The model does not retrieve unauthorized documents.

The model does not execute unrestricted actions.

Customer documents are not used for training by default.

Professional review remains required.

Integration model — product direction, not a public spec.

Kavroth is designed around structured requests and review-aware structured responses. SDKs, endpoints, pricing, quotas, and availability guarantees are not yet defined or public.

REST-style interface

Structured JSON

Versioned schemas

Review-aware outputs

Build with Kavroth.

We are working with a limited group of developers and professional-services teams to shape the Kavroth API. Submission does not guarantee access.

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