Each Deep Dive reads up to 150 papers so every one is analyzed against your problem, not just skimmed. It is a design and cost choice, and we revisit it as we measure.

How are citations verified?

Every source is a real record retrieved from a scientific literature or patent database, shown with its DOI or patent number when it has one. Each citation opens that record so you can check the claim against it, and a citation code that matches no retrieved document is marked as not found instead of being shown as a source.

Does it work for my domain?

If the scientific literature we search covers it (engineering, materials, chemistry, biotech, energy, agro, pharma), yes. The free plan lets you run a Deep Dive, so you can check it on your real problem before paying.

Does Arandi include patents?

Yes. Every Deep Dive searches patents alongside scientific papers, and paid plans add patents to the Search Agent.

Does Arandi look outside my industry?

Yes. That is the point. Search is not limited to the domain you pick. Each Deep Dive classifies evidence by role and flags work from another field as cross-domain transfer, so you can review analogies you might not have searched for. When it finds none, the result says so.

Is this legal or patent advice?

No. Arandi is a research tool. It shows related papers and patents it finds, with sources, to inform your technical decisions. It does not give legal advice or legal opinions about patents, and its results can contain errors, so check the sources before you decide.

ArandiThe R&D decision infrastructure

The answer to your R&D problem may already exist in another industry

Make your next R&D call with evidence, not intuition: what other fields already tested, with sources and gaps in plain sight.

Try an example:

No credit card · set up in minutesPapers + patents · Citations link to their source record

The problemHard Tech R&D

If you lead R&D, you already know this loop.

The answer may live in a field you haven’t looked at.

In R&D, useful evidence can sit in another industry or discipline. Arandi looks for it and connects it back to your problem.

The cost of being wrong is asymmetric.

At the earliest stage of a project, decisions lock in much of a product's cost. A wrong route can cost months and budget on a dead end, which is why validating before investing matters.

Literature review never ends.

Science and industry publish more articles and patent applications every year than any team can read. Days of reading and still no clarity on which route is viable for your case.

What Arandi is

The decisions that set your project's cost are made before the first experiment.

Arandi is not a search engine and not a chatbot. It is an intelligence platform that decomposes your technical problem to first principles, searches scientific papers and patents, extracts mechanisms document by document, and stays available to query at any time. Cited sources are real records, shown with their DOI or patent number.

Example citationDOI 10.xxxx/… · opens source

How it works4 steps · you approve 2 of them

Four steps. You approve the two that matter.

You confirm

Strategic framing

A guided conversation takes your stated problem to its first-principles formulation. The system does not advance until the problem is correctly scoped and you approve it.

You approve

Reviewable analysis plan

The system proposes which lines to explore. You approve, modify or remove before a single analysis resource is spent.

Automatic

Deep corpus analysis

Search across scientific papers and patents, mechanism-by-mechanism extraction, and classification by role: direct evidence, cross-domain transfer, or context.

cross-domain transfer

Anytime

Persistent Knowledge Chat

You converse with your corpus. Answers cite real papers you can open.

Start project ↑

What makes us different

We don’t optimize for speed. We optimize for honesty.

Connections across domains

Arandi flags evidence that comes from another field as cross-domain transfer. The difference between finding more of the same and discovering a productive analogy.

Traceability by design

Citations point to real records: scientific papers and patents, with their DOI or patent number. A citation that matches no retrieved document is marked as not found.

ExampleP142Not found among the retrieved documents

You approve before it runs

The system stops twice and waits for you: once to confirm the problem, once to approve the search plan. Nothing is spent on the wrong question.

Gaps stated up front

If part of the analysis could not be completed, the result says so first. No document looks complete when it isn't.

Customer case

Lowering indoor temperature in bioclimatic housing.

Client

Architecture firm, Bioclima research line

Its Bioclima line works on lowering indoor temperature in homes without active HVAC. Months of work with external research groups had not converged on a solution architecture the technical committee could stand behind.

What happened

Arandi reframed the problem down to first principles, searched scientific papers and patents and proposed the best-evidenced routes. It converged on the same solution the research groups had reached, with each recommendation linked to its cited sources and ready to implement with clients.

Deliverable

A technical dossier with the recommendation, key evidence, risks and declared gaps, ready to take to the firm's clients, with citations linked to their sources.

01Problem

Lower a home's indoor temperature without active HVAC, within realistic materials and construction budget.

02Analysis

Reformulation: passive thermal regulation of the envelope. Three routes: thermal mass · night cross-ventilation · radiant-reflective envelope.

03Finding

The same hybrid envelope the research groups arrived at, with each recommendation linked to its cited sources and ready to implement with clients.

Customer case. Results depend on the problem and on the literature available; not every Deep Dive finds a solution from another field. The technical dossier shown in this case is not currently available as a feature on any Arandi plan.

Start your own project

Who it’s for

Arandi is for Chief Scientists and R&D Directors in Hard and Deep Tech

For you if

You decide technical routes with budget on the line.

You defend those decisions before committees or regulatory audits.
You lead R&D in an industrial or deep-tech company.
Your organization values evidence traceability over output speed.

Not for you if

You need a search engine or a summarizer.

You want a quick summary of a specific paper.
You expect the system to give you the right answer without your technical input.
Your problem has a fast answer and does not require deep investigation.

Plans

Start free. Scale as you go.

Free

No card. Set up in minutes.

Frame your problem in Definition and search the literature with the Search Agent, every month, at no cost.

USD 0No card

Includes

250 credits a month, for the Search Agent only
Definition · a guided conversation up to the search plan you approve
14 agent answers per workspace
No Deep Dive: it opens on a paid plan

Plus

Your first Deep Dives.

For one person who needs evidence-backed answers on a real engineering problem.

USD 20/month

Includes

1,000 credits a month
Deep Dive · papers and patents across cited research routes
Search Agent and Knowledge Chat, paid with the same credits
Solutions · 5 generations a day
Patents in the Search Agent · 20 searches a day
30 agent answers per workspace

Pro

For R&D decisions with budget on the line.

More credits, more Deep Dives a month and more Solutions a day, to turn evidence into decisions.

USD 99/month

Includes

5,000 credits a month
Deep Dive · papers and patents across cited research routes
Search Agent and Knowledge Chat, paid with the same credits
Solutions · 20 generations a day
Patents in the Search Agent · 20 searches a day
30 agent answers per workspace

Lab

One team, one shared budget.

For a small R&D team that runs its research together and shares its credits.

USD 499/month

Includes

5 people, shared credits
25,000 credits a month, shared by the team
Everything in Pro
30 agent answers per workspace

Enterprise

For organizations with their own terms.

Let's talk

Seats, credits and invoicing agreed in a contract with your organization.

Compare plans

Prices follow the Monthly / Annual switch.

Compare plans
Plan	Free	Plus	Pro Recommended	Lab	Enterprise
Price and credits
Price	USD 0	USD 20 / month	USD 99 / month	USD 499 / month	Custom
Credits a month	250 · Search Agent only	1,000	5,000	25,000 · shared	Custom
What the monthly credits coverEach figure spends the whole month on that one action: Deep Dives or Knowledge Chat questions or searches, not all of them together. Mix them as you like.
Deep Dives	Not included	1	9	45	Custom
Knowledge Chat questions	Not included	15	76	384	Custom
Search Agent turns	8	33	166	833	Custom
Solutions	Not included	9	45	227	Custom
Limits and terms
Agent answers per workspace	14	30	30	30	Custom
Search Agent searches with patents	Not included	20 / day	20 / day	20 / day	Custom
Solutions generations	Not included	5 / day	20 / day	20 / day	Custom
People	1 person	1 person	1 person	Up to 5 people	Custom
Credit pack	Not included	USD 25 for 1,000 credits, valid 12 months	USD 25 for 1,000 credits, valid 12 months	USD 25 for 1,000 credits, valid 12 months	Custom
Billing and terms	No card	Monthly	Monthly or annual	Monthly or annual	Custom

FAQ

The questions we hear first.

If you don't find your question, write to us. We answer in technical language.

Private, isolated workspace: the database itself keeps each organization's records apart (Row-Level Security). We do not train models on your content. Your workspace data never mixes with another organization's.

Your next technical problemStart today

Before you commit the budget, look in other fields first.

Describe your technical problem and look for related work from other industries, with sources.

Talk to the team

No card · account in minutes

The answer to your R&D problem may already exist in another industry

If you lead R&D, you already know this loop.

The answer may live in a field you haven’t looked at.

The cost of being wrong is asymmetric.

Literature review never ends.

The decisions that set your project's cost are made before the first experiment.

Four steps. You approve the two that matter.

Strategic framing

Reviewable analysis plan

Deep corpus analysis

Persistent Knowledge Chat

We don’t optimize for speed. We optimize for honesty.

Connections across domains

Traceability by design

You approve before it runs

Gaps stated up front

Lowering indoor temperature in bioclimatic housing.

Architecture firm, Bioclima research line

Arandi is for Chief Scientists and R&D Directors in Hard and Deep Tech

You decide technical routes with budget on the line.

You need a search engine or a summarizer.

Start free. Scale as you go.

No card. Set up in minutes.

Your first Deep Dives.

For R&D decisions with budget on the line.

One team, one shared budget.

For organizations with their own terms.

Compare plans

The questions we hear first.

What happens to my data?

Why 150 papers?

How are citations verified?

Does it work for my domain?

Does Arandi include patents?

Does Arandi look outside my industry?

Is this legal or patent advice?

Before you commit the budget, look in other fields first.