Perspective · Operating model
Built to hand over
We embed to leave. Palantir proved the forward-deployed model: small senior teams inside the client’s operation, owning the outcome. We run it the same way, with one addition that changes everything. Every engagement has a named exit: which steps your team owns, when, and what done looks like.
The argument
We embed to leave.
Every engagement has a named exit: which steps your team owns, when, and what done looks like.
In plain terms: our senior engineers work inside your operation, ship working software in weeks, and leave your team running it, on a date we agree at the start.
Palantir proved it with small teams, deployed forward
- An engineer building inside the client’s own environment, paired with the person who owns the business problem
- A handful of people on one engagement, owning the outcome end to end rather than a platform roadmap
- What they learned in the field went back into the product
An embedded team is only as good as its exit
- When a partner’s revenue depends on staying, the exit never comes
- The knowledge stays in their heads, the backlog stays theirs, the next use case needs them again
- The client ends up with a dependency where they were promised a capability
So we name the exit before we start
- Which steps your team owns, when, and what done looks like: on the plan from week one
- Paired engineers and a written way of working, so the date is met by people who did the work beside us
- Clients bring us back for the next problem; each handed-over use case makes the next faster
The exit, named
Three things agreed before the work starts
Which steps your team owns
Named at kick-off, per system and per workflow: the pipeline, the model, the application, the release. Ownership moves on a date, not when it feels safe.
When
A handover date for each step, on the plan from week one. Paired engineers from the start, so the date is met by people who have already done the work beside us.
What done looks like
Done is your team shipping the next use case without us: the way of working written down, the code and documents theirs, the number still watched. We come back for the next problem, not the last one.
THE PRINCIPLES
Inside the operation, not beside it
Six principles we carry from the forward-deployed model
Embed with operators
Builders sit with outcome owners on the shop floor, trading desk and control room; the backlog is written from what they see.
Ship against real workflows
No proof of concept that never leaves the pilot. Software enters the live workflow in weeks, earns its place or is deleted.
Own outcomes, not tickets
The unit of success is a business number moving: throughput, margin, risk. The team carries the outcome across build, adoption and support.
Senior-led by construction
What is left once the mechanical work is done is judgement: about the business, the ecosystem, and what is worth building. That is senior work, so the team is senior.
Weeks between idea and evidence
The loop from hypothesis to working software closes in weeks, so decisions are made on usage, not on steering-committee slides.
Compound on the ontology
Every deployment leaves the shared model richer: new objects, cleaner definitions, more governed actions. The tenth use case ships far faster.
How we help
We embed, then we transfer
This is how Ainur is built: the people who make the plan are the people who ship the software, and the people who ship it are the people who hand it over.
The end state is forward-deployed as your normal way of shipping; the path there is how we work.
This is how Ainur is built: the people who make the plan are the people who ship the software, and the people who ship it are the people who hand it over.
The end state is forward-deployed as your normal way of shipping; the path there is how we work.
Bring one problem. We’ll name the exit before we start.
One senior-led team takes it from question to working software in weeks, with the date your team takes it over agreed up front.
contact@ainurinsights.com