The iKB platform

Search company knowledge, analyse data and prepare documents. Manage access, model selection and audit evidence in one platform.

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01 / Knowledge & retrieval

Connect and search your knowledge.

Bring your sources together without losing their structure, language, or provenance.

Grounded, cited answers

Responses connect to approved sources and page references, with faithfulness scoring and grounding checks.

Connected knowledge

25+ document formats and 40+ storage connectors, plus databases, websites, APIs, and business systems.

Agentic retrieval

Tool-selecting retrieval with query decomposition, hybrid search, reranking, and a grounding verifier.

Exact-phrase retrieval

An exact-phrase floor preserves verbatim clauses and named sections rather than dropping them to meet a retrieval budget.

Knowledge graph

GraphRAG combines graph and vector evidence in one ranked pool, with provenance on extracted facts, drift detection, and verified deletion.

Cross-lingual retrieval

Bilingual ingestion and structural anchors support Malay, Chinese, and Tamil content.

Persistent topic wiki

An automatically built, bilingual wiki for each knowledge domain, under administrator control.

Multi-file chat upload

Up to ten files per question, with retrieval and analytics support.

02 / Analysis & output

Analysis, research and documents.

Analyse data, research a question, and prepare deliverables within the governed platform.

Verified analytics

Workbook questions become validated SQL in a sandboxed, per-request DuckDB database. Results are independently checked rather than calculated by the language model. PDF table analytics are supported.

Currency and unit safety

The analytics engine prevents blind aggregation across different currencies or units.

iKB Research

Self-hosted web search produces cited, multi-page briefings scoped to the conversation, with per-page citations, regional source prioritisation, and a pipeline audit trail.

Document generation

Generate Word, PowerPoint, Excel, and PDF with sandboxed rendering, embedded knowledge-base images, and audited background exports that continue after a tab closes.

Interactive artifacts

Sandboxed in-chat mini apps operate behind governed toggles and a global kill switch.

Rich visual output

Charts, diagrams, infographics, maps, timelines, and equations include zoom and download controls.

Streaming voice

Text-to-speech begins as output becomes available, with Malaysian Malay voice behaviour.

Workspaces and channels

Private workspaces include user memory, token budgets, and DLP controls. Deliver through web chat, Slack, Teams, WhatsApp, Telegram, or REST API.

03 / Governance & control

Governance, security and audit.

Control what the platform can access, how it operates, and what evidence it retains.

System architecture

Model gateway

132 model providers, including xAI Grok, and local OpenAI-compatible endpoints. Set per-topic model policies and review Anthropic prompt caching and cost reporting.

Policy enforcement

Versioned prompts, access boundaries, moderation, injection controls, output scrubbing, and permission-gated grounded inference. Govern external tools and outbound destinations.

Pipeline transparency

Users see retrieval stages. Administrators can inspect a root-cause pipeline analyser, stage timing, and outcomes.

Immutable audit

Append-only, hash-chained events record prompt and configuration changes, sources, control decisions, and per-call model, token, and cost telemetry.

Data protection

PII text and image redaction, DLP modes, DSAR workflows, and two-stage retention with physical purge.

Encrypted evidence exports

Conversation evidence bundles use signed, expiring download links and notifications, with SIEM-ready audit records.

Evidence without exposure

Preserve citations, provenance, control checks, and timing without disclosing the underlying model's hidden reasoning.

Sovereign operations

Hosted, private cloud, on-premise, and air-gapped options. Local storage, indexing, retrieval, models, caching, and background processing; controlled egress; a one-command operator CLI and 18-signal health probes.

Evaluation & scale

Evaluate with your documents.
Decide with evidence.

Start with a bounded corpus and representative questions. Inspect retrieval quality, citations, failure cases, and the operating controls before rollout.

250KDocuments stress-tested

99%Reported Malaysian-law answer rate

Put the figures in context.

These are reported product evaluation figures, not a guarantee of accuracy on your data. Ask for the test corpus, methodology, and limitations during your technical review.

Discuss an evaluation

See iKB against your own requirements.

Bring representative documents and questions. Review the answers, source evidence, and controls with your team.