The enterprise delivery arm for AI product companies.
A standing implementation partner — and a rescue team when an account starts to slip.
Enterprise deployment is where strong products meet the limits of a lean bench. We work as your senior delivery team — for LLM products, decision-intelligence and optimization platforms, and vertical AI alike. Some vendors bring us in as their implementation partner from the first enterprise contract; others call when a flagship account is already escalating. Either way: we stabilise the deployment, carry the executive conversations, and keep your engineers on the product.
Talk to us about deliveryYou won the pilot on a POC. Then the deployment met the complexity of the enterprise.
The proof of concept impressed everyone, and the contract reflected it. What came next had very little to do with the model: legacy systems, security reviews, a workflow the customer will not change, four departments with different owners, and a steering committee whose patience is a finite resource. Enterprise deployments slow down where all of that collides, and rebuilding confidence is harder than winning the deal was.
None of this means the product is weak or the customer was a mistake. It means the deployment needs senior delivery capacity that a scaling product company cannot hire fast enough — and that many never intend to build in-house. That is the capacity we provide.
The situations we get called into
You are moving upmarket and want an implementation partner in place before the first enterprise go-live.
A flagship implementation is slipping, and the customer has started escalating past your team.
Engineering is spending more time on one account than on the product.
The renewal, or the expansion the plan assumes, is now genuinely at risk.
The reference customer your next raise depends on is going quiet.
Delivery has replaced sales as the constraint on growth.
Whatever the account needs to succeed.
Executive delivery leadership
When an account escalates, someone has to walk into the room with the CIO and explain what happened, what is broken, what the recovery plan is, and why continuing to invest is the right decision. Most scaling companies do not have that person to spare. We sit in the steering committee as an extension of your leadership, and the customer deals with someone calm and senior, giving specific answers instead of reassurance.
Forward-deployed engineering
Engineers who work directly with the customer's teams and yours, under your flag or alongside it. People with the domain context and the seniority to hold a client room, solving the problems that sit between Product and Customer Success and belong to neither.
Technical recovery
We trace the deployment end to end and find where it is actually failing, which is rarely where the escalation says it is. The recovery plan is concrete and short, and it usually includes the verification layer the deployment shipped without: the checks that make the system's output trustworthy enough for the customer to act on.
Knowledge transfer
We do not build a dependency on ourselves. Every engagement ends with documentation, delivery playbooks, and the implementation patterns your own team needs to run the next deployment without us.
Delivered by senior forward-deployed engineers, solution architects, and people who have run enterprise delivery from inside AI product companies.
Most consultancies provide more people. The account needs different people.
We have sat on both sides of this table: building and shipping AI products, and running deployments inside the large enterprises that purchase them. That is why we can resolve an architectural blocker in the morning and present the recovery plan to the customer's executives in the afternoon. And why the customer reads our presence as reassurance rather than as an admission.
This is the vendor-side twin of our enterprise practice, delivered with the same discipline from the opposite chair: there we make an AI investment prove its value; here we make your deployment demonstrate it to your customer.
What founders and delivery leaders usually ask first.
Nothing is on fire yet — can you be our standing implementation partner?
Yes, and it is the better way to meet us. For vendors moving upmarket — LLM products, planning and optimization platforms, vertical AI — we run enterprise implementations as your delivery partner from the first go-live: senior engineers at the customer, executive presence in the steering committee, delivery playbooks your team keeps. The rescue work exists because most vendors call late; the partnership exists so you don't have to.
Our enterprise deployment is stalling and the customer is escalating. Is it recoverable?
In most cases, yes. A delivery assessment takes days inside the deployment: what is failing, whether it's recoverable, and what it will take. You leave with a concrete recovery plan instead of another status meeting with the customer.
What's the difference between hiring more engineers and calling Raining Code?
Headcount doesn't fix an account that's escalating past your team — standing does. We embed senior forward-deployed engineers who have sat on the client side of the table, plus someone senior in the steering committee who can explain what happened, what the plan is, and why continuing to invest is the right call. The customer reads that presence as reassurance, not as an admission.
Will you build a dependency on yourselves, or can we run this without you eventually?
The engagement is designed to end. Every recovery closes with documentation, delivery playbooks, and the implementation patterns your own team needs to run the next deployment without us — we do not build a dependency on our own presence.
Do you replace our engineering team, or work alongside them?
Alongside, under your flag or fronting it as agreed. We take the executive delivery conversations and the technical recovery work off your engineers so they can get back to product, while sitting in the steering committee as an extension of your leadership rather than a replacement for it.
If one account is on your mind right now, that is the account to talk about.
A delivery assessment takes days: we look at the deployment, tell you whether it is recoverable and what it will take, and you decide with a concrete plan in hand. If nothing is slipping yet, start earlier — a standing delivery partnership costs a fraction of any rescue.
Schedule a delivery assessment