Mars set out to run 75 sourcing events in its first year on Keelvar and ended up running 150 to 160, and Keelvar now credits the company with $64 million in savings in one year. That is the pitch in two numbers: an AI sourcing platform that lets procurement teams run far more competitive bids than people alone could manage, and capture savings on spend that used to be renewed without a tender.
Keelvar is best for large manufacturers and consumer goods companies with a steady flow of sourcing events across direct materials, packaging, indirect spend and freight. Its orchestrator, Kai, runs events from a plain-language request to award, with the buyer approving before suppliers are contacted. It is built for enterprise scale: pricing is shared by quote, rollout is sales-led and G2 users put it at about two months, and SAP Ariba is the main integration named publicly. We rate it 8.0/10 on our scale. We have not used Keelvar ourselves; this review is based on Keelvar’s website and press materials, news coverage and G2 reviews.
Keelvar Facts for Procurement Leaders
- Keelvar credits Mars with $64 million in savings in one year, and Mars ran 150 to 160 events in year one against a target of 75.
- Kai turns a plain-language request into a launched sourcing event, then manages bids through to award after buyer approval.
- Pricing is quote-only; G2 users report about two months to implement and about eight months to return on investment.
- Keelvar holds ISO 27001 and ISO 27701 certifications and a G2 rating of 4.7 out of 5 from 46 reviews.
- Compared with Tacto and Didero, Keelvar focuses on running competitive bids rather than chasing purchase orders.
Mars Savings and Other Named Results Since 2012
Keelvar has been building sourcing automation since 2012, and it publishes more named customer results than most procurement AI vendors.
| Fact | Detail | Source and Date |
|---|---|---|
| Mars savings | $64 million saved in one year | Keelvar Kai page, viewed November 2026 |
| Mars adoption | Target of 75 sourcing events in year one; 150 to 160 run; more than 150 active users | Keelvar release, May 2, 2023 |
| Siemens | Customer since 2019, running three sourcing bots for three categories | Keelvar release, May 2, 2023 |
| Workload claim | Autonomous Sourcing reduces tactical workload by up to 90% and costs by up to 25% | Keelvar release, May 2, 2023 |
| Speed claims | Time to value of one day; five minutes to create and launch a request; zero lines of code | Keelvar Kai page, viewed November 2026 |
| Funding | $24 million Series B led by 83North with Elephant, Mosaic and Paua; $43 million raised in total | TechCrunch, May 16, 2022 |
| Scale in 2022 | More than 70 enterprise customers, thousands of paying users and 85 employees | TechCrunch, May 16, 2022 |
| Founder | Alan Holland, who left a post as an AI lecturer at University College Cork to start Keelvar in 2012 | TechCrunch, May 16, 2022 |
| Certifications | ISO 27001 and ISO 27701 | Keelvar Kai page, viewed November 2026 |
| User rating | 4.7 out of 5 from 46 reviews; about 2 months to implement and 8 months to ROI | G2, viewed November 2026 |
The Mars numbers are the ones to anchor on. Doubling the planned number of events in year one shows the main effect of sourcing automation: categories that used to be renewed by default get tendered because running an event is cheap. Savings follow from volume of competition, not from any single clever bid.
The G2 data adds a realistic timeline. Two months to implement and eight months to payback is fast for enterprise procurement software, but it is not the one-day time to value Kai’s page promises. Budget for the longer figure.
How Kai Runs Keelvar Sourcing Events
Keelvar combines optimization software, built on its founder’s research in optimization and game theory, with agents that do the administrative work of running a sourcing event.
Kai, the Orchestrator
Kai is the entry point. Buyers type a sourcing need in plain language, and Kai routes it to the right event, rate or agent. It weighs trade-offs against strategic goals and suggests round structures, bid timelines and negotiation tactics drawn from patterns across many past events. Keelvar says Kai needs no training or custom models.
Running an Event
- Intake: the buyer describes the need, and Kai determines the event type and structure.
- Build: Kai generates the bid sheet and cost formula; the RFI agent can add qualification questions with timing and scoring rules.
- Approve: the buyer reviews the event and approves it before anything goes to suppliers.
- Run: Kai selects suppliers, launches the event and manages supplier engagement, while the Optimal Close agent sets bid duration and auto-close rules.
- Award: Kai carries the event through to award recommendations for the buyer.
Complex Tenders
For large tenders, Sourcing Optimizer handles many lines, suppliers and constraints. Kai converts plain-language scenarios into optimization rules, so a category manager can test, for example, the cost of capping the number of suppliers or favoring regional suppliers, and see the trade-off before deciding. Final awards remain a human decision.
Freight and Rates
Rate Manager supports rate-based buying such as freight. Keelvar’s 2022 funding coverage noted air and ocean sourcing bots and transportation as a major market, and Coca-Cola’s logistics team used Keelvar to replace hundreds of weekly off-tender request emails with a structured process.
Who Runs It
Autonomous Sourcing is designed so business users outside the sourcing team can run spot bids and low-spend events, while the sourcing team keeps governance over rules and suppliers. That is how Mars reached more than 150 users.
What Buyers Still Do
Keelvar automates the mechanics of sourcing, not the commercial judgment. People still decide which categories to put out to bid, which suppliers are strategic, which constraints matter in an optimized award and whether to accept the recommendation. Supplier relationships, quality issues and contract negotiation outside the bidding event stay with the category team. In practice, the sourcing team’s job moves toward designing templates and rules that business users can run safely, and toward the large tenders where human negotiation still adds the most.
That split is also why governance matters. If business users can launch spot bids, someone must own the supplier lists, approval thresholds and award rules, or the volume of events can create its own clean-up work.
Keelvar Implementation Timeline
Implementation is sales-led. Keelvar says there is no code to write, and G2 users report about two months to go live. Expect to configure category templates, supplier lists, approval rules and the SAP Ariba connection if you use it.
Keelvar Products and Contract Pricing
Keelvar does not publish a price list. This summary reflects its site and review data.
| Plan | Price | Billing | What’s Included | Limits |
|---|---|---|---|---|
| Demo | Free | None | Walkthrough of Kai and the sourcing products | No live events |
| Autonomous Sourcing | Custom quote | Not published | Kai, sourcing, RFI and Optimal Close agents for frequent events | Scoped by categories and users |
| Sourcing Optimizer | Custom quote | Not published | Optimization for large, complex tenders | Sold alongside or separately |
| Rate Manager | Custom quote | Not published | Rate-based buying such as freight | Scoped by lanes or rate cards |
Keelvar Savings Math for Three Buyers
With no list price, the useful math is on the savings side, using Keelvar’s own claims as a ceiling.
- A manufacturer tendering $20 million of packaging spend: if competitive events cut cost by 5%, that is $1 million a year; at Keelvar’s claimed ceiling of 25%, it would be $5 million. The license only needs to be a small share of the realistic figure.
- A consumer goods company running 150 events a year: that is roughly three events a week. The case rests on how many of those would never be tendered without automation.
- A logistics team buying freight: Rate Manager and freight bots fit recurring lane tenders; savings depend on how often rates are re-bid today.
The savings figures in these scenarios are illustrations built on Keelvar’s published ceilings, not predictions. Your own baseline matters more: pull last year’s contract renewals, mark the ones that were not competitively bid, and estimate what a single extra round of bidding would have saved on each. That number, not the vendor’s percentage, should set your budget for the license.
Other costs include internal time to build category templates, supplier onboarding to the bidding portal and integration with your procurement suite or ERP. G2’s eight-month payback figure is a reasonable planning benchmark.
Keelvar Compared With Tacto, Didero and Pando Pi
Procurement agents for manufacturers split into tools that run sourcing events and tools that manage orders and suppliers after the award.
| Agent | Starting Price | Free Plan | Main Strength | Main Trade-Off | Best For |
|---|---|---|---|---|---|
| Keelvar | Custom quote | No | Runs sourcing events to award plus tender optimization | Enterprise focus and quote-only pricing | Large manufacturers with many sourcing events |
| Tacto | Custom quote | No | RFQs, order confirmation checks and price benchmarking for mid-size manufacturers | Narrower optimization depth | Mid-market manufacturers in Europe |
| Didero | About $250 per workflow per month (reported) | No | Chases supplier confirmations and updates the ERP | Not built for competitive tenders | Purchase order follow-up |
| Pando Pi | Custom quote | No | Freight procurement, carrier rate negotiation and invoice audit | Freight only | Shippers buying transport |
Keelvar is the deepest of the group on competitive bidding and optimization. Tacto covers more of the day-to-day buying cycle for mid-size manufacturers, Didero focuses on purchase orders after the award, and Pando Pi is a freight specialist. Many large manufacturers could use Keelvar for sourcing and a tool like Didero for order follow-up. Browse more on our AI agents for manufacturing and logistics pages.
When comparing, give each vendor the same three real events: a spot buy, a recurring indirect category and a complex direct materials tender. Measure time to launch, supplier response rates and how clearly each tool explains its award recommendation.
One more difference is the buyer persona. Keelvar is usually chosen by central procurement or category management teams in large enterprises, while Didero and Tacto are often bought by operations or purchasing leads who want fewer emails about orders. If the person feeling the pain chases suppliers for delivery dates all day, a purchase order tool is the better first purchase, however strong Keelvar’s optimization.
Large Manufacturers Like Mars, Siemens and PepsiCo
- Large manufacturers with many categories: Mars, Siemens and PepsiCo show the scale Keelvar is built for.
- Teams with untendered spend: automation pays off where categories are renewed without competition today.
- Category managers with complex tenders: scenario optimization is the feature that separates Keelvar from simpler RFQ tools.
- Shippers with recurring freight bids: Rate Manager and freight bots fit lane-based buying.
- Security-conscious buyers: ISO 27001 and ISO 27701 certifications help with vendor risk reviews.
Small Manufacturers and Teams Chasing Late Suppliers
- Small manufacturers: a handful of sourcing events a year will not justify an enterprise contract; Tacto targets mid-size firms.
- Teams whose pain is late suppliers: purchase order follow-up tools such as Didero address that directly.
- Buyers needing published prices: every Keelvar deal is quoted.
- Companies outside SAP Ariba wanting ready connectors: confirm integration options with your ERP first.
Planning Points When Automating Sourcing With Keelvar
- Ceiling claims: up to 90% less workload and up to 25% lower costs are best-case figures from Keelvar’s 2023 launch.
- Autonomy settings: Kai’s page says no manual steps, while its FAQ has buyers approve each event. Keep approval on until you trust the templates.
- Supplier adoption: events only work if suppliers respond through the portal, so plan supplier onboarding.
- Integration scope: SAP Ariba is named; other ERPs and procurement suites need confirming.
- Funding visibility: the last disclosed round dates to 2022, so ask about roadmap and support commitments in a multi-year deal.
Keelvar Launches and Funding History
In May 2023, Keelvar launched its next-generation Autonomous Sourcing solution with category-specific bots, naming Coca-Cola, Mars and Siemens as customers. Mars had set a first-year target of 75 events and ran 150 to 160. Keelvar has since added the Kai orchestrator and its RFI and Optimal Close agents, and its Kai page now cites $64 million in savings at Mars in one year.
In May 2022, TechCrunch reported Keelvar’s $24 million Series B led by 83North, bringing total funding to $43 million, with more than 70 enterprise customers at the time.
Keelvar on Our Scoring Scale
Keelvar scores 8.0/10 on our scale. It is one of the more autonomous procurement agents we cover: Kai builds and runs whole sourcing events and hands the buyer a clear approval step before suppliers are contacted. Named results at Mars and long-running use at Siemens, a 4.7 rating from 46 G2 reviews and two ISO certifications back it up.
Published pricing, a lighter rollout and more named integrations would lift the score. For a large manufacturer or consumer goods company with plenty of untendered spend, Keelvar is a strong candidate and the savings math is likely to work. For a mid-size firm, Tacto is easier to justify, and for purchase order follow-up, Didero fits better.
Run a pilot on two or three categories that are renewed without a tender today, track the number of events, supplier participation and savings against the prior contract, and use the G2 payback benchmark of about eight months as the bar to beat.
Procurement Team Questions About Keelvar
How Much Does Keelvar Cost?
Keelvar does not publish prices. Companies request a demo and receive a quote based on the products, categories and users in scope. G2 users report payback in about eight months.
What Is Keelvar Kai?
Kai is Keelvar’s AI orchestrator. It takes plain-language sourcing requests, builds bid sheets and cost formulas, selects suppliers, launches approved events and manages supplier engagement through to award, coordinating specialist agents along the way.
Does Keelvar Contact Suppliers Without Approval?
According to Kai’s FAQ, the buyer reviews and approves each event before anything goes to suppliers. After approval, Kai manages supplier engagement until the award.
Does Keelvar Integrate With SAP Ariba?
Yes. Keelvar lists an SAP Ariba integration. Check other ERP and procurement suite connections with the company during evaluation.
How Does Keelvar Compare With Didero?
Keelvar runs competitive sourcing events and optimizes awards, while Didero chases supplier confirmations and updates purchase orders after the award. Large manufacturers may use both for different stages of procurement.

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