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Delegate repetitive workto Quillon Relay agents

Photo by Jake Nackos on Unsplash Are there any clauses in our vendor contracts that conflict with our standard terms?
Yes, I found four clauses

Shaping the future of investment intelligence

We retired four separate tools — and cut our review cycle by more than half. One platform does it all.

Calder Equity (mid-market buyout)

18x faster processing. 47% fewer errors. We now screen 4x more opportunities with the same team.

Blue Ridge Capital ($4.2B alt asset firm)

We evaluated eight vendors. Quillon wasn't close — it was the only one built for how private markets actually work.

AI-first insurance brokerage
Workspace Untitled case ···
5. Use restrictions
  • Allow broader internal use for evaluation purposes.
  • Permit disclosure to external advisers (bound by confidentiality) without prior written consent.
  • Narrow the "residuals" clause to prevent misuse of confidential information.
6. Return or destruction
  • Extend the return/destruction period to 30 business days.
  • Clarify backup exceptions and allow one archival copy for legal or regulatory compliance.
7. Representatives and permitted disclosures
  • Allow disclosure to external advisers, affiliates, and board members with confidentiality obligations.
Key issues identified
  • Overly broad definitions and vague terms.
  • Unequal rights and one-sided clauses favouring the counterparty.
  • Insufficient standard exclusions and protections.
  • Indefinite survival periods for confidentiality.

Recommendation: significant redlines are required for this NDA to be balanced and consistent with standard commercial practice. Review the suggested changes above before proceeding.

Ask a follow up
+Concierge ⌄
Mutual NDA — Protocol v3.pdf
Overall score
Red flags — requires changes
Entity and document basics
Needs escalation
  1. Entity verification
    • Non-compliance: the legal entity name is incomplete; listed as "Harlow Bell Co." instead of "Harlow Bell Company, Inc." 1
    • Suggested redline: update all references throughout the document.
  2. Document basics
    • Non-compliance: governing law is listed as Oregon, which is outside the preferred jurisdictions. 2
    • Suggested redline: propose Delaware, California, or New York to align with the standard list.
  3. Signature blocks
    • Non-compliance: the signature block omits the correct legal entity name. 3
    • Suggested redline: ensure signatory title and date fields are properly filled in.
Widespread problems

Models don't understand your workYou start from scratch every time

  • Single prompts guess instead of following a process
  • Agents wander off-task and miss critical steps
  • Outputs can't be traced or audited
  • Orchestration across tools is slow and manual
Photo by Jake Nackos on UnsplashAre there any clauses in our…
Black box
Solution

Agentic tables get real work doneEvery step follows your guidelines

  • Single prompts guess instead of following a process
  • Agents wander off-task and miss critical steps
  • Outputs can't be traced or audited
  • Orchestration across tools is slow and manual
  • Break complex workflows into reliable, auditable steps
  • Configure agents with logic, inputs, and internal rules
  • Run hundreds of tasks in parallel with citations
  • Orchestrate everything from one shared case
Photo by Jake Nackos on UnsplashAre there any clauses in our…
Agent tables
Photo by Korede Adenola on Pexels Photo by Thanh Xuan Nguyen Ly on Pexels Photo by Ben Khatry on Pexels Photo by Foto Sushi on Pexels

Introducing Relay Agent TablesPurpose-built for specialised tasks

Each agent is an expert in one task: NDA review, memo triage, tax form processing, claims intake, or another specialised workflow. Agents run hundreds of tasks in parallel to deliver consistent results every time.

Share documents to be automated
Concierge ⌄

Stop juggling tools.Use one intelligent hub as your command centre.

Universal file & agent compatibilityAny file. Any format. Any workflow.

Upload any file type, from PDFs and spreadsheets to recordings or data exports. Concierge routes each one to the right agent or workflow. No manual setup, no limits — your inputs become actionable immediately.

Drop files
6
Sunset_Towers_Offer_Memorandum.pdf Downtown_Office_Investment_Deck.pptx Retail_Portfolio_Financials.xlsx Lakeside_Apartments_Memorandum.pdf Industrial_Park_Opportunity.pptx Hospitality_Valuation_Model.xlsx

Configure every stepFully in your control

Define how each stage behaves, from data intake to reasoning and output. Chain prompts, choose your models, connect APIs, and set logic for every step. Every interaction, rule, and response is configurable to match your exact workflow.

Company ⟳ ⧉ ···
@ NDA.pdf

What company is this document from?

Launch agents from anywhereTurn any file, table, or page into an action surface

Trigger agents directly from documents, tables, or dashboards without any setup friction. Whether you're reviewing a contract, analysing data, or drafting content, launch the right agent in context and let it act instantly.

Photo by Jake Nackos on UnsplashAre there any clauses in our vendor contracts that conflict with our standard terms?
Thinking…

Unify your data flowTables are the intelligent layer between your tools and systems

Integrate tools across your stack to ingest, process, and deliver data. Automate everything through a dynamic, agentic spreadsheet that scales with your enterprise workflows.

Integrate with your stack FLO PRQ FSET XLS ARC DRV SNF MKT OUT LSG DKT BOX
Decision-ready outputs from your data room

Turn diligence documents intoIC-ready slides.

Quillon reads memos, models, contracts, DDQs, and data rooms — then generates source-linked briefs, tables, and slide files your team can edit, trust, and send.

Speak to a specialist in your sector within 24 hours.

See how Quillon turns your firm's documents into investor-ready outputs — with every number traced back to source.

By submitting this form I confirm I have read and accepted Quillon's privacy policy.

From input to insight.Transform unstructured files into decisions.

Models

Choose any brain

Run each column with the intelligence that fits it best: frontier reasoning models, custom Python, HTTP requests, web search, manual input, or multi-language OCR.

Atlas LAtlas MVega Pro Vega FlashCorvus 4Corvus Mini Atlas NanoVega LiteCorvus Opus OCR-12Python
Doc templates

Supports any document type

Use flexible document agents that adapt to any file. Process everything from contracts and financial reports to custom templates, with consistent extraction across formats.

10-K disclosure analysis Section-by-section extraction with page-level references for every field.
Property types

Generate any data output you want

Define how each property behaves. Set up the output formats you need, from text and numbers to files, JSON, or structured references.

Agent library

Deploy in one click

Access a library of pre-built agents created for common workflows, from NDA review to investment screening. Launch them instantly with your own guidelines applied.

Suggestions

Workspace recipes

Reuse proven steps from across your firm (extract text, list items, generate JSON) so you're never starting from scratch.

In-row collections

Tables within tables

Nest structured collections inside each record. Add, reorder, or rename sub-rows to manage complex, multi-layered data with ease.

53 collection items
63 collection items
73 collection items
83 collection items
Workflow builder

Send emails and messages

Compose, personalise, and deliver messages across channels. Define tone, structure, and attachments, then send with a single action.

Text This is a simple prompt, but it can span a few lines and occupy the full horizontal space.

Line breaks are preserved, so when the property config reopens it stays exactly the same.
Citations

Verify answers instantly

Ensure every response is grounded and transparent. Each answer links to its exact source citation in the underlying files, so you can trace a statement in seconds.

The service provider shall issue invoices payable within 30 days. In case of disputes, the parties shall first attempt mediation before litigation.
Status tooltips

Explainable answers

See how results were formed. Review sources, reasoning steps, and edits directly in context, for full transparency and trust.

Correction!
Source access

Review source & output

Instantly preview original files side by side with extracted fields, citations, and structured data.

5vendor_terms_v4.pdf
6msa_northbank.pdf
7nda_calder.pdf
8sow_harlowbell.pdf
Distribution

Export, integrate & deliver

Send your structured data wherever it needs to go. Export as CSV, spreadsheet, or JSON, or push it into downstream systems via API and native integrations.

ExportShare
Filters

Custom views

Instantly surface only the records and fields that match your criteria — "approved", "pending", or any state you define.

ApprovedPendingEscalated
Time saved on invoice processing
92%
Productivity increase
31%

"We want Quillon and agentic work in general to be the beating heart of our company and our growth. It should make us more productive across the board — liaising with clients, automating tasks, even finding new work."

Photo by Foto Sushi on PexelsInes Marchetti Managing Director

"We used Quillon to automate our diligence process with data extraction and automated analysis. That led to a 31% productivity increase in the first month of use."

Photo by Ben Khatry on PexelsTrevor Hale CEO of Northbank

Enterprise-gradesecurity.

Your data stays yours — always. Work with one of the few AI companies that never trains on customer data.

Security & trust centre
ISO42001 SOC 2Type 2 HIPAAaligned CCPAready GDPRcompliant
No training on your data Encrypted end to end Audited and penetration-tested Fine-grained access controls In-house security team Audit trails on every run

Have questions?Find answers.

Any more questions? Contact us
What is Relay's table interface?

PDF, DOCX, XLSX, CSV, JPG, and PNG are all supported. Each hub holds up to 1,200 items, with effectively unlimited memory across multiple hubs.

How do properties work as agentic columns?

Each column is a small agent with its own model, prompt, and output type. It runs across every row independently, so you can mix extraction, classification, and generation in one table.

Do I need technical skills to build agents?

No. Most teams start from a library recipe and adjust the wording. Python, HTTP calls, and custom schemas are there when you want them, not required to get value.

Do I have to use the table interface, or is there another way to work with Relay?

You can run everything from the chat surface, from inside a document, or through the API. The table is simply the view that makes hundreds of parallel runs legible.

What happens when the model makes a mistake or I need to correct something?

Correct the cell directly. The edit is stored as guidance for that agent, so the same mistake is not repeated on the next run, and the change is recorded in the audit trail.

Precision agents for regulated teams

Build once. Deploy across the desk. Improve every quarter.

Photo by Korede Adenola on Pexels Photo by Thanh Xuan Nguyen Ly on Pexels Request a demo30 minutes