AI agents for industrial RFQs

Scale industrial commercial teams
without adding headcount.

Scale industrial
commercial teams
without adding
headcount.

AI platform to analyze RFQs, reuse past offers and identify deviations so you can focus on decisions.

Loonar helps industrial commercial teams qualify, analyze, and respond to complex tenders.

We turn large RFQ packages into structured outputs your team can review, reuse, and defend.

Why work with us?

Our unique approach

Why work with us?

Our unique approach

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Scale sales without headcount

Remove bottlenecks in qualification, requirement and deviation analysis so the same team handles more bids.

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Scale sales without headcount

Remove bottlenecks in qualification, requirement and deviation analysis so the same team handles more bids.

Reuse past offers

Turn past proposals, approved materials, and supplier quotations into a searchable content library.

Reuse past offers

Turn past proposals, approved materials, and supplier quotations into a searchable content library.

Transparency by design

Every extracted requirement, deviation, and draft is traceable to the underlying documents.

Business strengths

Technical gaps

BEFORE

AFTER

Transparency by design

Every extracted requirement, deviation, and draft is traceable to the underlying documents.

Business strengths

Technical gaps

  • Datasheet analysis

  • Automated RFQ analysis

  • Faster bid cycles

  • Fully personalized

  • Win the right bids

  • Right data, right time

  • Bid/no-bid analysis

  • Reuse past proposals

  • Datasheet analysis

  • Automated RFQ analysis

  • Faster bid cycles

  • Fully personalized

  • Win the right bids

  • Right data, right time

  • Bid/no-bid analysis

  • Reuse past proposals

  • Datasheet analysis

  • Automated RFQ analysis

  • Faster bid cycles

  • Fully personalized

  • Win the right bids

  • Right data, right time

  • Bid/no-bid analysis

  • Reuse past proposals

Our platform

Loonar's features

5 core modules

Our platform

Loonar's features

5 core modules

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AI Content Library

Builds a living knowledge base from past proposals, product manuals, and supplier offers.

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AI Content Library

Builds a living knowledge base from past proposals, product manuals, and supplier offers.

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AI Content Library

Builds a living knowledge base from past proposals, product manuals, and supplier offers.

Generate

Scope of work

Requirements

Project Constraints

RFQ Analysis

Surfaces scope of supply, key specs, constraints, and risk drivers in a structured and personalized view.

Scope of work

Requirements

Project Constraints

RFQ Analysis

Surfaces scope of supply, key specs, constraints, and risk drivers in a structured and personalized view.

Scope of work

Requirements

Project Constraints

RFQ Analysis

Surfaces scope of supply, key specs, constraints, and risk drivers in a structured and personalized view.

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Budgetary Proposals

Finds similar past proposals and supplier quotations to accelerate drafting of budgetary proposals.

Find similar offers where we addressed requirement REQ-NACE-0175

Ask Loonar

Deviation Analysis

Matches requirements to validated past offers and drafts a first deviation list with sourced references.

Find similar offers where we addressed REQ-NACE-0175

Found 5 similar offers. REQ-NACE-0175 is usually fulfilled with ISO 15156/NACE MR0175 materials + 3.1 MTCs.

Deviation Analysis

Matches requirements to validated past offers and drafts a first deviation list with sourced references.

Find similar offers where we addressed REQ-NACE-0175

Found 5 similar offers. REQ-NACE-0175 is usually fulfilled with ISO 15156/NACE MR0175 materials + 3.1 MTCs.

Deviation Analysis

Matches requirements to validated past offers and drafts a first deviation list with sourced references.

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Clarifications & Deliverables

Drafts clarification responses and helps merge information into customer templates for submission-ready annexes.

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Clarifications & Deliverables

Drafts clarification responses and helps merge information into customer templates for submission-ready annexes.

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Clarifications & Deliverables

Drafts clarification responses and helps merge information into customer templates for submission-ready annexes.

Industry

Built for the industrial world

Loonar is built for commercial teams in these industries:

Industry

Built for the industrial world

Loonar is built for commercial teams in these industries:

EPC & Project Contractors

Engineering & offshore project contractors.

EPC & Project Contractors

Engineering & offshore project contractors.

EPC & Project Contractors

Engineering & offshore project contractors.

Skids, Modules & Heavy Fabrication

Skid packages, modules, pressure equipment, and heavy fabrication.

Skids, Modules & Heavy Fabrication

Skid packages, modules, pressure equipment, and heavy fabrication.

Skids, Modules & Heavy Fabrication

Skid packages, modules, pressure equipment, and heavy fabrication.

Flow Control Components

Valves, actuation, and flow-control assemblies.

Flow Control Components

Valves, actuation, and flow-control assemblies.

Flow Control Components

Valves, actuation, and flow-control assemblies.

Rotating Equipment & Packages

Pumps and rotating equipment packages.

Rotating Equipment & Packages

Pumps and rotating equipment packages.

Rotating Equipment & Packages

Pumps and rotating equipment packages.

Fire Protection & Process Safety

Fire detection and suppression OEMs and integrators.

Fire Protection & Process Safety

Fire detection and suppression OEMs and integrators.

Fire Protection & Process Safety

Fire detection and suppression OEMs and integrators.

Electrical & Instrumentation

Power distribution, transformers, controls, and instrumentation integrators.

Electrical & Instrumentation

Power distribution, transformers, controls, and instrumentation integrators.

Electrical & Instrumentation

Power distribution, transformers, controls, and instrumentation integrators.

Value

Same headcount. More bids.

What you can expect when working with Loonar

Value

Same headcount. More bids.

What you can expect when working with Loonar

Faster sales process

30%+ reduction in time spent on qualification, RFQ analysis, and deviation/clarification drafting.

01

Faster sales process

30%+ reduction in time spent on qualification, RFQ analysis, and deviation/clarification drafting.

01

Faster sales process

30%+ reduction in time spent on qualification, RFQ analysis, and deviation/clarification drafting.

01

Higher output, same team

Scale sales efforts with constant headcount; more bids handled without compromising on quality.

02

Higher output, same team

Scale sales efforts with constant headcount; more bids handled without compromising on quality.

02

Testimonials

Proven Impact & Results

Here’s what our clients have to say about Loonar:

Testimonials

Proven Impact & Results

Here’s what our clients have to say about Loonar:

PROJECT 1

PROJECT 2

PROJECT 3

01

Mid-size OEM: Requirements & Deviation Analysis

Loonar compresses days of RFQ reviews into minutes, extracts scope and requirements, and pre-drafts deviations and clarifications.

0

%

reduction in RFP analysis time

0

%

faster deviation & clarification drafting

PROJECT 1

PROJECT 2

PROJECT 3

01

Mid-size OEM: Requirements & Deviation Analysis

Loonar compresses days of RFQ reviews into minutes, extracts scope and requirements, and pre-drafts deviations and clarifications.

0

%

reduction in RFP analysis time

0

%

faster deviation & clarification drafting

Data residency

Data is stored and processed in the EU by default.

Data residency

Data is stored and processed in the EU by default.

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Data residency

Data is stored and processed in the EU by default.

Zero Data Retention

AI providers are configured not to retain prompts or outputs.

Zero Data Retention

AI providers are configured not to retain prompts or outputs.

Zero Data Retention

AI providers are configured not to retain prompts or outputs.

Encryption end‑to‑end

All data is encrypted in transit and at rest.

Encryption end‑to‑end

All data is encrypted in transit and at rest.

Encryption end‑to‑end

All data is encrypted in transit and at rest.

Data minimisation by design

We process only what’s necessary to run the platform and deliver results.

Data minimisation by design

We process only what’s necessary to run the platform and deliver results.

Data minimisation by design

We process only what’s necessary to run the platform and deliver results.

Your data stays within your organisation

Documents and outputs are not shared with other customers.

Your data stays within your organisation

Documents and outputs are not shared with other customers.

Your data stays within your organisation

Documents and outputs are not shared with other customers.

No AI model training

Customer data, prompts, and outputs are never used for model training.

No AI model training

Customer data, prompts, and outputs are never used for model training.

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No AI model training

Customer data, prompts, and outputs are never used for model training.

Pricing

Value-based pricing

Aligned with outcomes, not seats.

Pricing

Value-based pricing

Aligned with outcomes, not seats.

Loonar can be fully customized to your unique needs

Loonar can be fully customized to your unique needs

3‑Month Personalization

We work together to tailor Loonar to your needs and your process.

Customization: personalize extraction & reuse to your process

Onboarding: Ingest your RFPs, templates, and past offers

Validation: iterating together on results

Change management ensure adoption across your proposal team

Go/no-go at month 3: no lock-in

Annual License

Custom quote based on your RFP volume, we get value if you get value.

Personalized content library with past proposals

Custom bid/no-bid report & requirements analysis

Autofilling of deviations & clarifications

Exclusive access to new modules

Dedicated 24/7 customer service

Dedicated Customer Success Manager

3‑Month Personalization

We work together to tailor Loonar to your needs and your process.

Customization: personalize extraction & reuse to your process

Onboarding: Ingest your RFPs, templates, and past offers

Validation: iterating together on results

Change management ensure adoption across your proposal team

Go/no-go at month 3: no lock-in

Annual License

Custom quote based on your RFP volume, we get value if you get value.

Personalized content library with past proposals

Custom bid/no-bid report & requirements analysis

Autofilling of deviations & clarifications

Exclusive access to new modules

Dedicated 24/7 customer service

Dedicated Customer Success Manager

Team

Our Team

Loonar was built by a world class team

Team

Our Team

Loonar was built by a world class team

FAQS

Questions? Answers!

Find Some quick answers to the most common questions.

Who’s behind Loonar?

coosmo is the company developing Loonar. Learn more about coosmo at coosmo.co

What documents can Loonar process?

Word, PDF, Excel; complex tables and engineering docs. P&ID reader available as an additional module in roadmap.

How do we get started?

We run a 3‑month personalization program to validate ROI in your workflow. You can continue on the annual license, or opt out.

How is pricing structured?

Pricing is linked to RFP volume; we get paid only on the value we generate for you, not number of users, unlimited licenses.

Feel free to mail us for any enquiries: info@coosmo.co

FAQS

Questions? Answers!

Find Some quick answers to the most common questions.

Who’s behind Loonar?

coosmo is the company developing Loonar. Learn more about coosmo at coosmo.co

What documents can Loonar process?

Word, PDF, Excel; complex tables and engineering docs. P&ID reader available as an additional module in roadmap.

How do we get started?

We run a 3‑month personalization program to validate ROI in your workflow. You can continue on the annual license, or opt out.

How is pricing structured?

Pricing is linked to RFP volume; we get paid only on the value we generate for you, not number of users, unlimited licenses.

Feel free to mail us for any enquiries: info@coosmo.co

FAQS

Questions? Answers!

Find Some quick answers to the most common questions.

Who’s behind Loonar?

What documents can Loonar process?

How do we get started?

How is pricing structured?

Feel free to mail us for any enquiries: info@coosmo.co

Scale industrial commercial teams
without adding headcount.

Loonar ApS © 2025 - registered in Vesterbrogade 192, 2.10., 1800 Frederiksberg, Copenhagen, Denmark (CVR/VAT 46064933), owned by coosmo Holding ApS (CVR/VAT 46058046)

Scale industrial commercial teams
without adding headcount.

Loonar ApS © 2025 - registered in Vesterbrogade 192, 2.10., 1800 Frederiksberg, Copenhagen, Denmark (CVR/VAT 46064933), owned by coosmo Holding ApS (CVR/VAT 46058046)

The AI workspace for
EPC & industrial
proposals teams.

Loonar ApS © 2025 - registered in Vesterbrogade 192, 2.10., 1800 Frederiksberg, Copenhagen, Denmark (CVR/VAT 46064933), owned by coosmo Holding ApS (CVR/VAT 46058046)