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Research you can cite, cross-checked before it reaches you.

Ilber is an AI researcher designed for rigorous, real-world research. It gathers information from trusted online sources, books, encyclopedias, academic references, and the web, analyzes findings critically, and produces structured reports, studies, and research-grade outputs.

Cross-checked

validated across sources

Citation-ready

every claim traceable

Conflicts shown

disagreement flagged, not hidden

Ilber

Ilber

AI Researcher

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Ilber is an AI researcher built for work that has to hold up under scrutiny. It gathers from books, encyclopedias, academic references, and the open web, validates each finding across multiple sources, flags contradictions and likely bias, and produces structured, citation-ready output — market studies, literature reviews, or executive briefs.

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Researchers, students, strategy teams, and R&D groups who must show their sources.

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Web sources, online encyclopedias, research tools, and your uploaded documents.

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You set the question, scope, and depth. Ilber shows every source it used.

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Minutes. Define the question and how deep to go — no setup required.

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Deep Source-Based Research

Collects information from online books, encyclopedias, Wikipedia, web sources, and research tools, prioritizing factual, verifiable data.

Cross-Source Verification

Validates findings across multiple sources to reduce errors, bias, and misinformation.

Analysis & Synthesis

Analyzes large volumes of information and distills them into clear insights, frameworks, and conclusions.

Research-Grade Writing

Produces structured reports, market studies, academic-style papers, dissertations, and executive briefs.

Iterative Deepening

Expands research depth based on feedback, new questions, or evolving hypotheses without restarting from scratch.

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Gather properly

Deep source-based research

Books, encyclopedias, academic references, and the web — prioritising verifiable material.

Work from your documents

Uploaded files and internal material treated as first-class sources.

Follow the citation trail

Traces a claim back to its original study rather than stopping at whoever repeated it.

Scope to your depth

A quick brief or an exhaustive review — you decide how far it goes.

Verify before reporting

Cross-source validation

Checks a finding against several independent sources before presenting it.

Flag contradictions

Shows where credible sources disagree instead of quietly picking one.

Note likely bias

Marks when a source has a commercial interest in its own conclusion.

Separate fact from claim

Distinguishes established evidence from a vendor assertion or a projection.

Turn it into something usable

Structured reports

Market studies, literature reviews, and briefs with a real argument, not a summary pile.

Analysis and synthesis

Distils large volumes into the conclusions that actually follow from the evidence.

Academic-standard writing

Papers and dissertations formatted and referenced to scholarly expectations.

Executive briefs

The same research compressed to what a decision-maker needs in one page.

Go deeper on demand

Iterative deepening

Expands a section on request without restarting the whole piece of research.

Answer follow-up questions

Keeps the research context, so the next question builds on the last.

Track evolving topics

Revisits a subject as new sources appear rather than freezing at first draft.

Competitive and regulatory scans

Structured monitoring of the players and rules shaping your market.

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A paper due, and forty tabs open

Ilber helps students and researchers produce structured papers, literature reviews, and dissertations grounded in verified sources — with citations ready, not reconstructed at 2am.

Citation-readyStructuredVerified sources
Literature reviewStructured draft

Adoption barriers in enterprise AI

Citation-ready24 sourcesCross-checked
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Market research that arrives as a pile of links

Ilber analyses markets, competitors, trends, and regulation and returns a decision-ready answer — the finding and its evidence, not a folder of tabs for you to read.

Decision-readyCross-checkedCited
How is the EU AI Act changing procurement?
Official registerAnalyst reportsVendor filings

High-risk classification is moving compliance review before procurement sign-off, adding roughly a quarter to enterprise sales cycles.

VerifiedConflicts flagged
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Sources that quietly contradict each other

Ilber validates findings across multiple sources, flags where they disagree, and notes which have an interest in the answer — so fragmented information becomes something you can actually rely on.

Cross-verifiedBias flaggedConflicts surfaced
Source review18 gathered
01Peer-reviewed study, 2025UnverifiedCorroborated
02Vendor whitepaperUnverifiedBias noted
03Industry survey, n=1,400UnverifiedCorroborated

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1

Define the research question, scope, and depth required.

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Ilber gathers, cross-checks, and analyzes information from trusted sources.

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3

Receive structured, citation-ready outputs that can be refined or expanded further.

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Web sources, online encyclopedias, research tools, internal documents, and uploaded files.

+ Web sources, online encyclopedias, research tools, internal documents, and uploaded files.

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A chatbot answers from memory and sounds equally confident whether it is right or not. Ilber gathers actual sources, checks them against each other, shows you the citations, and tells you where they disagree.

Citations point to sources it actually retrieved, and you can open them. Where a claim rests on a single unverified source, Ilber marks it as such rather than presenting it as settled.

It shows you. Surfacing genuine disagreement — and noting which sources have an interest in the outcome — is more useful than a tidy answer that hides the conflict.

It produces structured, properly referenced literature reviews and papers. Whether AI assistance is permitted is your institution’s rule to apply — Ilber keeps the sourcing transparent so the work can be checked.

Yes. Upload documents or connect internal sources and it treats them alongside public research, with the same verification and citation discipline.

Minutes — define the question, the scope, and how deep you want it to go.

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