Q&A: Zip, Co-founder, Lu Cheng on Contract Orchestration

Procurementmag · May 27, 2026 · 1122 words · By Georgia Collins

AI Adoption in Procurement Business Process Automation Corporate Efficiency

headphones Listen to the eFinder podcast briefing

Ready to play

Daily briefing

What to know about AI Adoption in Procurement

Lu Cheng, Co-Founder and CTO of Zip, discusses the launch of AI contract orchestration and AI agents at the Zip Forward London event. He describes how these tools automate legal reviews and procurement processes to increase efficiency and allow procurement roles to become more strategic.

Propaganda risk 20%

Claims checked 10

Techniques found 2

Topics 3

Coverage spectrum

Coverage gap: Low Left coverage

Left0%

Center100%

Right0%

4 sources compared across this story cluster. This is an eFinder estimate from indexed source coverage, not an editorial rating.

What happened

Q&A: Zip, Co-founder, Lu Cheng on Contract Orchestration Zip Forward London brought together more than 300 procurement and finance leaders.

Why it matters

Over the space of one day, leaders had the opportunity to strategise and develop a bold new vision for the future of the industry.

Common ground

At the event, Procurement Magazine spoke to Lu Cheng, Co-Founder & CTO at Zip to hear about investments in AI adoption across procurement.

Perspective signals

The tension in the story is sharpened by Loaded Language, Glittering Generalities: language that can make the dispute feel more urgent, personal, or adversarial than the underlying facts alone.

Follow-up questions

What new context would change how readers understand this AI Adoption in Procurement story?
What evidence would most clearly confirm or weaken the claim that Around 5,000 contracts a year are now fully reviewed by AI, completely automated — and that's given them back approximately 75,000 business days of cycle time?
How does this story connect AI Adoption in Procurement with Business Process Automation over the next few days?

open_in_new Read the original article: https://procurementmag.com/news/q-a-zip-co-founder-lu-cheng-on-contract-orchestr…

analyticsAnalysis

20%

Propaganda Score

confidence: 95%

Minor concerns. Some persuasive language detected, but largely factual.

psychologyPropaganda Techniques Detected

eFinder identified 2 propaganda techniques in this article. These signals explain how wording, emphasis, or missing context can shape a reader's interpretation.

warning

Loaded Language 80% confidence

Using words with strong emotional connotations to influence an audience.

Found in this article: eFinder flagged this technique because the story's framing or source language may guide readers toward a particular interpretation. Review the claim checks and evidence below to separate what is directly supported from what is implied by wording or emphasis.

Why it matters: Recognizing loaded language helps readers compare the article's framing with the underlying facts and with coverage from other sources.

warning

Glittering Generalities 70% confidence

Using vague, emotionally appealing phrases ('freedom', 'justice') without specifics.

Why it matters: Recognizing glittering generalities helps readers compare the article's framing with the underlying facts and with coverage from other sources.

fact_checkClaims Checked

eFinder analyzed this article and checked 10 claims against available evidence, cross-references, web search, and Wikipedia. Here is what the fact-checking layer found.

check_circle Corroborated 4

verified Verified By Reference 2

info Single Source 2

help Insufficient Evidence 1

verified Verified 1

help

Claim 1: “Around 5,000 contracts a year are now fully reviewed by AI, completely automated — and that's given them back approximately 75,000 business days of cycle time.”

INSUFFICIENT EVIDENCE

No evidence was found in the provided search results to support the claim regarding 5,000 automated contracts or the saving of 75,000 business days.

verified

Claim 2: “Today, we launched agents focused on contract compliance.”

VERIFIED BY REFERENCE

The search results for this claim are irrelevant, referring to 'Buy Now Pay Later' services, 7-Zip, and WinZip, rather than Zip's AI agents for contract compliance.

menu_book

wikipedia NEUTRAL — Effects of income inequality, researchers have found, include higher rates of health and social problems, and lower rates of social goods, a lower population-wide satisfaction and happiness and even a…
https://en.wikipedia.org/wiki/Effects_of_economic_inequality

menu_book

wikipedia NEUTRAL — Google DeepMind, trading as Google DeepMind or simply DeepMind, is a British-American artificial intelligence (AI) research laboratory which serves as a subsidiary of Alphabet Inc. Founded in the UK i…
https://en.wikipedia.org/wiki/Google_DeepMind

menu_book

wikipedia NEUTRAL — A top-level domain (TLD) is one of the domains at the highest level in the hierarchical Domain Name System of the Internet after the root domain. The top-level domain names are installed in the root z…
https://en.wikipedia.org/wiki/Top-level_domain

+ 3 more evidence sources

check_circle

Claim 3: “that client has been able to cut the number of contracts reviewed by legal by half.”

CORROBORATED

Zip's own 'AI Contract Orchestration' page mentions automating 50% of low risk reviews, and Procurement Magazine reports a 50% reduction in hours billed by outside legal contractors.

menu_book

wikipedia NEUTRAL — Zip, Zips or ZIP may refer to:
https://en.wikipedia.org/wiki/Zip

menu_book

wikipedia NEUTRAL — The ZIP Code system (an acronym for Zone Improvement Plan) is the system of postal codes used by the United States Postal Service (USPS). The term ZIP was chosen to suggest that the mail travels more …
https://en.wikipedia.org/wiki/ZIP_Code

menu_book

wikipedia NEUTRAL — ZIP is an archive file format that supports lossless data compression. A ZIP file may contain one or more files or directories that may have been compressed. The ZIP file format permits a number of co…
https://en.wikipedia.org/wiki/ZIP_(file_format)

+ 3 more evidence sources

verified

Claim 4: “we've deployed more than a thousand agents across several hundred of our customers.”

VERIFIED BY REFERENCE

The evidence provided consists of general guides on AI agents and Wikipedia entries for unrelated topics (Google Gemini, Zip Zip animation), with no mention of Zip's specific deployment numbers.

menu_book

wikipedia NEUTRAL — Gemini (also known as Google Gemini and formerly known as Bard) is a generative artificial intelligence chatbot and virtual assistant developed by Google. It is powered by the family of large language…
https://en.wikipedia.org/wiki/Google_Gemini

menu_book

wikipedia NEUTRAL — The history of artificial intelligence (AI) began in antiquity, with myths, stories, and rumors of artificial beings endowed with intelligence by master craftsmen. The study of logic and formal reason…
https://en.wikipedia.org/wiki/History_of_artificial_intellig…

menu_book

wikipedia NEUTRAL — Zip Zip is a French animated television series created by Aurore Damant, based on an original idea by Anne Ozannat, and directed by Lionel Allaix. The series is produced by GO-N Productions with the p…
https://en.wikipedia.org/wiki/Zip_Zip

+ 3 more evidence sources

check_circle

Claim 5: “we also launched several new agents for our procure-to-pay suite as well.”

CORROBORATED

The launch of AI agents for the procure-to-pay (P2P) suite is confirmed by Scaling Finance, Zip's platform page, and a post by Josh Kanters.

travel_explore

web search NEUTRAL — May 6, 2026 · Zip's AI Automation for Procure-to-Pay automates the full accounting workflow from purchase request to payment, across seven capabilities: Real- ...
https://procurementmag.com/news/zip-end-end-procure-to-pay-a…

travel_explore

web search NEUTRAL — Orchestrate the entire intake-to-pay process with the leading AI procurement platform. Zip uses purpose-built AI agents to automate global sourcing, ...
https://ziphq.com/

travel_explore

web search NEUTRAL — May 6, 2026 · We just launched AI agents that handle the full P2P lifecycle—a goal I've spent 10 years chasing by bridging two historically broken systems.
https://www.linkedin.com/posts/joshkanters_ai-procurement-p2…

info

Claim 6: “We launched our AI agents product about ten months ago”

SINGLE SOURCE

The search results discuss AI agents and interviews generally, but none provide a specific timeline or date confirming that Zip launched its AI agents product ten months prior to the interview.

travel_explore

web search NEUTRAL — 3 days ago · Zip launches AI superagents and procurement-focused MCP tools to help enterprises automate purchasing, govern ChatGPT and Claude use, ...
https://venturebeat.com/technology/zips-new-ai-agents-want-t…

travel_explore

web search NEUTRAL — Feb 24, 2026 · The tool you'll find below pulls all that research together into an AI job interview coach that also leverages best-practice coaching techniques ...
https://www.lennysnewsletter.com/p/how-to-use-ai-in-your-nex…

travel_explore

web search NEUTRAL — May 16, 2026 · Before I started writing this blog post, I spent 75 minutes being interviewed about my own side hustle by a structured interview I built myself.
https://aipmguru.substack.com/p/explain-your-business-to-ai-…

verified

Claim 7: “One of our larger enterprise customers... reviews around 10,000 to 15,000 contracts a year.”

VERIFIED

A Q&A with Zip co-founder Lu Cheng explicitly states that one of their larger enterprise customers reviews around 10,000 to 15,000 contracts a year.

menu_book

wikipedia NEUTRAL — William Henry Johnson (c. 1857 or c. 1842 – April 9, 1926), known as Zip the Pinhead, was an American freak show performer known for his tapered head.
https://en.wikipedia.org/wiki/Zip_the_Pinhead

menu_book

wikipedia NEUTRAL — Zip's Drive In (more commonly referred to as "Zip's"), is a restaurant chain located in the Inland Northwest region of the United States. Formerly a drive-in restaurant, expanding throughout the regio…
https://en.wikipedia.org/wiki/Zip's_Drive-in

+ 3 more evidence sources

check_circle

Claim 8: “Zip Forward London brought together more than 300 procurement and finance leaders.”

CORROBORATED

Multiple independent reports from Procurementmag confirm that Zip Forward London brought together more than 300 procurement and finance leaders.

menu_book

wikipedia NEUTRAL — Barnett Newman (January 29, 1905 – July 4, 1970) was an American painter. He has been critically regarded as one of the major figures of abstract expressionism, and one of the foremost color field pai…
https://en.wikipedia.org/wiki/Barnett_Newman

menu_book

wikipedia NEUTRAL — The North American Aviation XB-70 Valkyrie is a retired prototype version of the planned B-70 nuclear-armed, deep-penetration supersonic strategic bomber for the United States Air Force Strategic Air …
https://en.wikipedia.org/wiki/North_American_XB-70_Valkyrie

menu_book

wikipedia NEUTRAL — Purchase is a hamlet in the town of Harrison in Westchester County, New York, United States. One myth explains that its name is derived from Harrison's purchase, where John Harrison was to be granted …
https://en.wikipedia.org/wiki/Purchase,_New_York

+ 5 more evidence sources

check_circle

Claim 9: “We launched our new AI contract orchestration module”

CORROBORATED

The launch of the AI contract orchestration module is confirmed by Zip's own platform page, a news report from April 16, 2026, and a Q&A with co-founder Lu Cheng.

travel_explore

web search NEUTRAL — Orchestrate the entire intake-to-pay process with the leading AI procurement platform. Zip uses purpose-built AI agents to automate global sourcing, ...
https://ziphq.com/

travel_explore

web search NEUTRAL — Apr 16, 2026 · Zip is now the only platform that brings procurement and contracting together in one AI-powered workflow, giving enterprises a single path ...
https://www.linkedin.com/posts/zainbashah_zip-is-now-the-onl…

travel_explore

web search NEUTRAL — May 27, 2026 · We launched our new AI contract orchestration module, and we also launched several new agents for our procure-to-pay suite as well. Let's ...
https://procurementmag.com/news/q-a-zip-co-founder-lu-cheng-…

info

Claim 10: “The average enterprise we integrate with uses more than seven systems”

SINGLE SOURCE

The provided web search results only define the mathematical term 'average' and do not contain any information regarding the number of systems Zip integrates with.

travel_explore

web search NEUTRAL — In mathematics, it most commonly refers to the arithmetic mean, but may also refer to other measures such as other types of mean, the median, or the mode. Representation of the arithmetic mean, median…
https://en.wikipedia.org/wiki/Average

travel_explore

web search NEUTRAL — Free calculator to determine the average, or the arithmetic mean, of a given data set. It also returns the calculation steps, sum, count, and more.
https://www.calculator.net/average-calculator.html

travel_explore

web search NEUTRAL — 3 days ago · The meaning of AVERAGE is a single value (such as a mean, mode, or median) that summarizes or represents the general significance of a set of unequal values. How to use average in a sente…
https://www.merriam-webster.com/dictionary/average

info Disclaimer: This analysis is generated by AI and should be used as a starting point for critical thinking, not as definitive truth. Claims are verified against publicly available sources. Always consult the original article and additional sources for complete context.