KruxAI
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The AI company brain
for pharma.

Krux turns your scattered proposals, batch records, SOPs, and operator know-how into one queryable memory layer.

See Krux in actionLearn how it works

Built with senior pharma operators. Designed for cited, auditable, human-approved workflows.

Advisors fromBoehringer Ingelheim·Merck
Live RFP workflow
< 1 day
Incoming RFP
  • Molecule
  • Scale
  • Timeline
  • GMP requirements
Krux Brain
  • Proposals
  • SOPs
  • Batch records
  • Cost history
  • Expert judgement
2,600 docs
Bid-ready output
  • Cited draft
  • Cost estimate
  • Risk flags
  • Go / No-Go
The system analyses. Your team approves.
The problem

An RFP shouldn’t take 2 weeks just to decide if it’s worth bidding.

Before a pharma manufacturer can respond, the team has to check route feasibility, yield risk, impurity concerns, raw material availability, reactor fit, GMP requirements, batch history, plant capacity, and margin assumptions.

Today, that knowledge is scattered across prior proposals, SOPs, batch records, supplier quotes, costing spreadsheets, and senior operator judgement.

Krux turns it into one queryable layer.

Today
1 to 2 weeks of scattered review.
With Krux
< 1 day. Cited, costed, Go/No-Go-ready.
RFP received
Upload the sponsor PDF or forward it to your dedicated Krux inbox.
Requirements parsed
Sponsor, scope, molecule, scale, quality requirements, deadlines, and line items extracted.
Company memory retrieved
Relevant proposals, SOPs, batch records, supplier quotes, cost history, and expert decisions surfaced.
Draft + cost built
Cited proposal sections, material availability, and route-aware cost estimate generated.
Go/No-Go ready
Facility fit, risks, conflicts, and commercial fit scored for human review.
The proof

Two layers of source data. Claims cited to your knowledge base.

Document draft · 482-A

Draft.

Krux writes proposal copy that traces back to your data. Hover any underlined claim to see the source it came from.

VLR-2876 (oral small-molecule NCE, 5-step route) is a routine fit for our API line. Standard charcoal alone will not bring Pd below 10 ppm on a heteroaromatic-Suzuki at 50 kg; we propose a SiliaMetS thiol scavenger resin polish at 0.5 wt% directly after step 3.
Source · Krux Brain
Senior advisor · Pd scavenger protocol
codified 2026-03-14 · 38y industry
Layer A
Customer data
412 cGMP batch records. Reactor envelopes. 9-yr bid log. Live capacity.
Layer B
Expert knowledge
Decision logic from senior operators inside the industry. Captured 1-on-1, cited live.
Krux brainlive · firing
oklch(0.92 0.10 80)
OHOOCH₃OHOHNHCOCH₃
live · cycling
Benzene · C₆H₆
Krux Bench

Chemistry that moves.

Every compound in a Krux proposal is independently verified. The name matches the structure. The citation exists. The source holds up in front of the sponsor.

Right name, right structureCitations that existDefensible every lineCaught before it ships
PDF in, cited proposal out in < 1 day · claims traced to your knowledge base · 6-kind contradiction scan · chemical structures lifted from PDF drawings · live ·   PDF in, cited proposal out in < 1 day · claims traced to your knowledge base · 6-kind contradiction scan · chemical structures lifted from PDF drawings · live ·  
How we compare

Most RFP tools automate the document.
Krux automates the decision.

Two axes matter in this category: how deeply the tool understands pharma manufacturing, and how much of the RFP workflow it actually decides. Everyone else picks one side. We sit alone on both.

Pharma-aware · Manual
Pharma-aware · End-to-end
Generic · Manual
Generic · End-to-end
Why we win
Spreadsheets + emailthe status quo
Foundation modelsno domain
GxP / quality platformsdeep but manual
Horizontal RFP toolsfast but generic
KruxAI
Pharma · Decision-level
The lines we don’t cross

Trust is a list of things we refuse to do.

01

We don't draft without citing.

Cited sentences link to a batch record, a capacity ledger, or a codified expert. Sentences Krux cannot ground are flagged for a human before review. No “according to industry standards.”

02

We don't auto-submit.

Krux ends at “bid-ready.” A senior PM clicks send. The system that drafts is not the system that commits, by design.

03

We don't train on your IP.

Your batch records, capacity, bid bands, and expert protocols stay in your tenant. They sharpen your Knowledge Base only.

04

We don't replace your experts.

Senior operators codify their decision logic into Krux. Krux amplifies them. It doesn’t pretend to be them.

Start here

Inbox to bid-ready
in one click.

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Krux.
The AI company brain for pharma. Scattered proposals, batch records, SOPs, and operator know-how in one queryable layer. Cited, auditable, human-approved.
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