AI-assisted document research

Research with
traceable evidence.

InsightSpace indexes your documents for AI-assisted research. Answers include citations to the relevant passages and pages.

Explore the platform

Document intake

Prepare complex documents for reliable retrieval.

Upload PDFs, office documents, text files, images, and email. InsightSpace extracts their structure, retains page context, and indexes text, figures, and tables for research.

Recover structure from scans and complex layouts.

InsightSpace detects missing text layers, applies OCR to scanned pages, and can use vision extraction for figures, formulas, tables, and layout structure.

Auto OCR Vision extraction Structure enrichment
Scanned input

Quarterly Review

Regional outlook and operating assumptions for the current reporting period.

Structured output
Heading · page 1

Quarterly Review

Table
Figure
PDFNative text + scanned pages
DOCXReports and working papers
PPTXSlides and visual narratives
XLSXStructured spreadsheet content
TEXTMarkdown, logs and plain text
EMAILEML and MSG messages

Evidence-first research

Answers with traceable sources.

InsightSpace combines keyword, semantic, and hybrid retrieval with reranking and surrounding-page context, then cites the supporting source pages.

01
Adaptive retrieval

Select keyword, semantic, or hybrid search based on the question and indexed material.

02
Source inspection

Open a citation in the document preview and review the page used to support the answer.

03
Report export

Draft reports and case files in the conversation, then export them as Markdown, DOCX, or PDF.

InsightSpace / ResearchQ3 strategy review
Compare the regional expansion recommendations. Where do the documents disagree?

The reports agree that the northern region has the strongest near-term demand, but they differ on timing. The market brief recommends entering in Q3, while the risk review advises a staged launch after the regulatory checkpoint.

The central disagreement is therefore sequencing, not destination. A pilot-first approach reconciles both positions while preserving the projected opportunity.

[1] Market brief · p. 12 [2] Risk review · p. 28 [3] Board notes · p. 6

Platform capabilities

Core research capabilities.

One workspace for document intake, retrieval, evidence review, and report drafting.

// 01

Document intelligence

Structure-aware extraction for text, tables, formulas, code, and figures, with OCR and vision pipelines for difficult source material.

// 02

Deep research

A tool-using assistant searches iteratively, follows page context, compares evidence, and keeps the conversation grounded in the indexed workspace.

// 03

Evidence navigation

Trace citations into previews, inspect retrieved passages and figures, measure source coverage, and see how each finding connects.

// 04

Knowledge base

Organize documents in folders, monitor indexing and quality, reprocess individual files, and control which sources participate in research.

// 05

Model choice

Work across self-hosted and cloud model providers. Choose the model that fits the task, policy, performance target, and deployment.

Research mindmap

Inspect how an answer was assembled.

Questions, searches, documents, passages, figures, and citations are connected in a navigable evidence graph.

Trace the evidenceMove from a conclusion to its supporting passage and original page.
Review coverageCoverage indicators show which indexed sources contributed to the research.

Deployment and access

Deploy to match your security requirements.

Run InsightSpace in the cloud or on your own infrastructure. Scope data by workspace, manage role-based access, and retain an audit trail of platform activity.

On-premises deployment

Run InsightSpace within your network and connect it to models under your operational control.

Workspace isolation

Scope documents, conversations, members, and provider configuration to the appropriate workspace.

Granular permissions

Role-based access controls protect research, indexing, settings, membership, and administration.

Authentication and audit

Passkey authentication, device sessions, and audit logs provide administrative visibility.

Evaluate InsightSpace with your research requirements.

Request a technical demonstration of document intake, retrieval, citations, evidence review, and deployment options.

Request a Demo