HUXOS Ask

Grounded enterprise knowledge without hallucinations

Every answer links to the page it came from. Purpose-built for regulated industries where ungrounded assertions represent catastrophic risk. Deterministic retrieval against internal regulations, standard procedures, contracts, and legal decrees.

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CAPABILITIES

Strict document provenance

Answers synthesized solely from verified organizational files with audit verification timestamps.

100% cited answers

Every sentence in an answer includes an exact citation linking to document title, revision number, page, and paragraph.

Strict tenant isolation

Your enterprise documents are never transmitted to public foundation model providers and are never used for cross-tenant model training.

Multi-format ingestion pipeline

Ingests complex corporate PDFs, scanned government decrees, Word documents, spreadsheets, and scanned Indonesian notary deeds.

Indonesian regulatory parsing

Understands Indonesian legislative hierarchy: Undang-Undang, Peraturan Pemerintah, POJK, Surat Edaran BI, and corporate AD/ART.

Refusal on absent evidence

If your documents do not contain the answer, HUXOS Ask explicitly declares the absence rather than guessing or hallucinating.

REST & WebSocket integration

Integrates seamlessly into corporate Intranets, Microsoft Teams, Slack, or enterprise web portals with sub-second streaming.

SPECIFICATIONS

Knowledge engine performance criteria

Benchmarks established over 50,000 regulatory document tests.

HUXOS Ask verification criteria · September 2026
Measurement Observed production metric Evaluation methodology Compliance status
Citation precision rate 99.98% Automated citation text overlap audit Audited weekly
Hallucination rate 0.00% RAG Triad & deterministic retrieval filter Guaranteed
First-token latency < 750 ms Vector cosine index search 99.95%
Data sovereignty standard Indonesia On-Premises or Domestic Cloud Full compliance with UU PDP No. 27/2022 100% compliant
CITATION PROVENANCE

Verified citation JSON response

Every claim returned by HUXOS Ask includes traceable cryptographic document coordinates.

POST https://api.huxos.io/v1/ask/query Content-Type: application/json Authorization: Bearer [ASK_TOKEN] { "query": "Berapa jangka waktu retensi dokumen transaksi keuangan menurut regulasi internal?", "target_collection": "kebijakan-kepatuhan-2026" } /* Response 200 OK — 680ms */ { "answer": "Dokumen transaksi keuangan wajib disimpan sekurang-kurangnya 5 (lima) tahun terhitung sejak berakhirnya hubungan usaha dengan nasabah, sesuai Bab III Pasal 9.", "grounded_confidence": 1.0, "citations": [ { "source_file": "POJK-No-12-APU-PPT-2023.pdf", "page": 17, "paragraph": 2, "clause": "Pasal 9 Ayat (1)", "sha256": "9a8b7c6d5e4f3a2b1c0d..." } ] }