Coupa Intake & Orchestration, Powered By Tonkean: Building the Foundation for Autonomous Procurement

Executive summary

The opportunity: Coupa has spent two decades building one of the world’s leading spend management platforms, helping thousands of organizations bring greater intelligence, control, and efficiency to how they source, buy, and manage spend. But the next frontier of procurement transformation extends beyond digitizing source-to-pay. Enterprise buying processes increasingly span procurement, legal, finance, IT, security, suppliers, and a growing constellation of enterprise systems. Employees expect buying to be as simple as the consumer experiences they use every day. And AI agents promise to automate ever more of the work required to move requests from intent through execution.

The challenge is connecting all of it.

The solution: With its acquisition of Tonkean, Coupa has built an industry-leading intake and orchestration layer atop the Coupa platform. Coupa Intake & Orchestration, powered by Tonkean, provides an AI Front Door through which employees can initiate and track requests naturally from tools such as Slack, Microsoft Teams, Jira, and email. Even more impactful, it brings to Coupa an agentic orchestration layer capable of coordinating work across procurement, finance, legal, IT, suppliers, AI agents, and the enterprise technology stack.

Instead of stopping at intake — or automating isolated tasks — procurement teams can now use Coupa to orchestrate the entire journey from initial business need through cross-functional review and execution.

The opportunity ahead: The combination marries Tonkean’s no-code orchestration technology and 250+ native connectors with Coupa’s source-to-pay platform, Coupa Compose, Agentic Trade Network, and proprietary dataset encompassing $10.5 trillion in business spend. The potential for customers pencils out to 2.2x increases in user adoption and vastly reduced cycle times. Operations teams who’ve adopted Tonkean have already reported getting back more than 30 hours per week.

The biggest opportunity for procurement inherent in this acquisition is more significant still: creating the operational foundation for autonomous procurement.

Procurement has a new last-mile problem

Procurement teams have spent years modernizing their core systems. Leading organizations already use platforms like Coupa to manage sourcing, purchasing, suppliers, contracts, payments, and spend with extraordinary levels of visibility and control.

But enterprise work does not begin and end inside a procurement platform.

A software purchase might start with a message in Slack. It could require budget validation from finance, contract review from legal, security assessment from IT, supplier onboarding, risk checks, sourcing support, executive approval, and ultimately requisition and purchase-order creation in Coupa.

Each individual function may have excellent technology powering it. The difficulty is getting the entire organization to work together as one system.

That problem is becoming increasingly consequential. Deloitte’s 2025 Global CPO Survey found that 57% of CPOs identify siloed ways of working as a top barrier to delivering value.

This is something of a paradox. Its systems have never been more powerful. Yet employees can still experience corporate buying as a maze of forms, inboxes, approvals, systems, and handoffs.

That gap is what Coupa Intake & Orchestration, now powered by Tonkean, is designed to bridge.

From a procurement system employees use to a procurement experience that comes to them

This challenge is not entirely new.

Years ago, Michael van Keulen, former Coupa CPO, identified user adoption as an important frontier for Coupa customers. Procurement professionals might spend much of their day inside their procurement technology, but the average employee does not. For occasional requesters, forcing people to understand which system to enter, which form to complete, or which internal team to contact creates friction — and friction encourages workarounds, which destroys process adoption and mandates more manual work on the part of procurement.

Tonkean’s original answer was deceptively simple: rather than force employees to come to the procurement process, bring the process to employees.

That principle remains central to Coupa Intake & Orchestration today, but the ambition is now much larger.

The entire procurement process experience has now been changed. Powered by Tonkean’s AI Front Door, employees can begin with a natural-language request from Slack, Microsoft Teams, Jira, email, or another familiar interface. They do not need to know whether the request ultimately requires sourcing, contracting, security review, supplier onboarding, finance approval, or some combination of the above. They simply explain what they need.

AI can identify intent, collect necessary context, answer questions, structure the request, apply policy, and determine what should happen next.

The Tonkean orchestration layer then coordinates the work across people, systems, and agents through resolution.

It is an important distinction. Intake captures demand. Orchestration gets the work done.

Tonkean CEO Sagi Eliyahu has long argued that enterprise technology should adapt to people rather than requiring people to compensate for the limitations of enterprise software. As he wrote following the acquisition, companies are moving toward an operating model in which humans increasingly become orchestrators while autonomous agents coordinate work across “policies and connected systems end-to-end.”

That shift has profound implications for procurement.

One request. Many functions working in parallel.

Consider a straightforward enterprise software purchase.

Traditionally, the requester may submit an intake form. Procurement reviews it. Then the request moves to IT. Security sends a questionnaire. Legal receives a contract. Finance verifies budget. Someone realizes supplier onboarding never started. Procurement follows up by email. The requester asks for status in Slack. Data is copied from one system to another.

The tools may all work perfectly. The process does not, because the tools cannot work together.

Coupa Intake & Orchestration instead treats the request as one connected journey.

Once intent is understood, the platform can automatically determine which reviews are required and initiate them in parallel rather than sequentially. A security agent can evaluate the vendor while legal begins contract review. Finance can validate budget while procurement starts sourcing. Supplier information can be gathered while approvals are underway.

Oh, and all this can also be done by the industry’s most capable AI agents.

Agents can resolve routine work autonomously, enforce established policies, chase missing information, flag exceptions, escalate risks, and engage employees through the tools those employees already use. Humans enter when judgment or authorization is required.

And because the orchestration layer connects directly into Coupa, the process does not end with a recommendation or another handoff. Approved work can proceed into execution.

That matters in an environment where procurement organizations are being asked to handle considerably more work without corresponding increases in resources. The Hackett Group found procurement workloads were expected to increase 10% in 2025 while budgets rose only 1% — a nine-point efficiency gap.

Orchestration attacks that gap by removing the coordination work surrounding procurement: routing requests, gathering information, chasing stakeholders, updating systems, checking status, and shepherding routine reviews from one team to another.

Procurement professionals spend less time acting as human middleware and more time sourcing strategically, negotiating, managing suppliers, mitigating risk, and improving margins.

Extending the value of Coupa without ripping out the enterprise stack

For large organizations, solving cross-functional fragmentation cannot require replacing every system that created it.

Most enterprises have multiple ERPs, CLMs, ticketing platforms, identity systems, finance applications, security technologies, collaboration tools, and function-specific systems accumulated over years.

Coupa Intake & Orchestration is designed to orchestrate work — whether conducted by humans or AI agents — across that environment.

With the Tonkean orchestration layer, Coupa can now connect every piece of technology your organization uses — without rebuilding their architecture.

As Coupa Chief Product and Technology Officer Salvatore “Salva” Lombardo explained, the combination provides customers with “best-in-class orchestration” together with the spend platform they already trust in a unified agentic architecture.

Companies do not have to choose between preserving investments in existing systems and creating modern experiences. Orchestration can wrap around those investments, coordinate the work among them, and provide employees with a consistent way to interact with the enterprise.

Better adoption creates better control

Tonkean’s AI-powered intake technology has produced a 2.2x increase in user adoption.

That’s huge, and for reasons that extend far beyond efficiency. Improved process adoption — a guarantee that employees are following procurement processes as they’ve been prescribed — also guarantees better visibility. Which is crucial. Procurement cannot manage spend it never sees.

When official processes are difficult, employees find alternatives. Requests arrive through email. Stakeholders engage suppliers before procurement becomes involved. Purchases happen outside established channels. Procurement learns about the transaction when a contract needs an emergency signature — or when an invoice arrives.

Eliyahu described this tension years ago: poorly designed enterprise processes force organizations into a tradeoff between efficiency and compliance.

Coupa Intake & Orchestration is designed to eliminate that tradeoff.

A front door embedded in Slack, Teams, email, and other familiar environments gives employees less reason to bypass procurement. Context-aware AI reduces the burden further. Meanwhile, orchestration ensures the simplicity presented to the employee does not come at the expense of controls behind the scenes.

Policies can be applied automatically and consistently. Required stakeholders can be engaged. Decisions can be documented. Exceptions can be escalated. Activity remains auditable.

That creates a powerful compounding effect: easier participation drives greater adoption; greater adoption brings procurement into buying decisions earlier; earlier involvement increases spend under management, negotiating leverage, compliance, and opportunities for savings.

From AI assistance to autonomous procurement

Coupa Intake & Orchestration powered by Tonkean arrives at an important moment in the evolution of procurement AI.

The first wave of generative AI largely helped people produce information: summarize documents, draft text, answer questions, surface recommendations.

Now AI agents, benefitted with context through an end-to-end orchestration layer, can do much, much more. They can understand goals, use tools, interact with systems and other agents, and make decisions within defined boundaries to execute complex work.

Agents need context. They need trusted data. They need access to systems. They need policies governing what they may do. They need a way to coordinate their work with other agents and humans. And they need an execution environment capable of turning decisions into action.

This is where the combination of Coupa and Tonkean becomes especially important.

Coupa brings its source-to-pay workflows, Agentic Trade Network, Coupa Compose, and $10.5 trillion proprietary dataset derived from global business spend. Tonkean brings industrial-grade orchestration, natural-language intake, multi-agent coordination, and the connective infrastructure required to work across enterprise systems.

Coupa's former CEO Leagh Turner described unified orchestration, world-class buyer and supplier workflows, and clean, trusted data as the three essential ingredients for increasingly autonomous trade.

The acquisition brings those ingredients together.

The impact is massive. McKinsey research suggests agentic AI could ultimately make procurement functions 25% to 40% more efficient, shifting significant volumes of transactional work to digital agents while enabling procurement professionals to concentrate more fully on strategic decision-making.

A foundation for the next generation of procurement

There is a fitting continuity between what Coupa and Tonkean set out to accomplish together several years ago and what they are building now.

The original partnership began with a question about adoption: How can powerful procurement infrastructure become easier for every employee to access?

The acquisition expands the question: How can the entire enterprise operate as one intelligent system around that infrastructure?

Coupa Intake & Orchestration, powered by Tonkean, provides an answer.

For employees, it means a natural, consumer-grade front door to procurement from the environments where they already work.

For procurement leaders, it means faster cycle times, greater adoption, more spend under management, stronger cross-functional collaboration, consistent policy enforcement, and less administrative work.

For IT, it means an orchestration layer capable of connecting existing ERPs and point solutions without requiring a disruptive rip-and-replace transformation.

And for the enterprise, it provides something more foundational: an operating layer through which humans and increasingly autonomous agents can coordinate work across procurement, finance, legal, IT, suppliers, policies, and systems.

“We couldn’t have created a more powerful combination in the market than joining forces with Coupa,” Eliyahu said following the acquisition.

That combination points toward the larger transformation now underway.

Procurement’s future is not another intake portal. It is not another isolated AI assistant. And it is not automation confined to one application.

It is an environment in which demand can originate anywhere, intelligence can understand what needs to happen, agents can coordinate the work, humans can govern the decisions that matter, and Coupa can execute the transaction — all as one connected process.

That is the foundation for autonomous procurement.