Your key to AI sovereignty, AI economics, AI strategy, AI security, and AI governance.
You’ve been forced to invest your time and capital into the very thing holding you back.
You pay for copies, then pay again.Roughly 90% of enterprise data is a copy of something else. You pay to store it, move it, and keep it from drifting. You pay again when it drifts anyway.
Your best people maintain instead of build.More than half of data engineering time goes to pipelines that already exist. Careers spent preparing to work instead of working.
None of it reaches your data.Pipelines exist because data is in the wrong place. Compute because you made a copy. Reconciliation because two copies disagree. You are optimizing a system that should not exist.
Remove the copy and six things become available at once.
01Federated
Every query runs in place, across every system you operate. Live data, in the same moment.
02Governed
One definition of revenue and customer, with your access controls honored on every read and write.
03Normalized
The ontology builds itself from how your business actually works, not from a modeling exercise.
04Analytical
Numerical work runs in real compute, not guessed at by a language model. Analysis you can put in front of a board.
05Secure
Full lineage, audit trails, and policy enforcement at every layer of the stack.
06Portable
One governed layer for every tool you run. Change vendors, keep the foundation.
Your backlog is riddled with data engineering dependencies.
What would you accomplish if you had complete read and write access into all your systems, including legacy, with no overhead?
What would you build?
Same models. Same token prices. Completely different unit economics.
Your competitor can call the same API you can. The race is being won on which company can make the economics work.
Points models at a warehouse full of copies. Every answer needs a person to verify it, and every verification burns more tokens. They pay three times over for one correct answer, and it still arrives late.
Live, governed access to every system at the moment of the query. One call. Current values. No reconciliation. Cost per correct answer is a fraction, so their agents take on work Company A cannot justify.
What separates them is data architecture.
of the world's data is a copy of something else
of enterprise data engineering time maintains pipelines that already exist
of enterprise cloud spend is unaccounted for
of organizations have already delayed or scaled back AI work because of cost
Run it against your own P&L
Every enterprise is already paying for this. Most cannot say how much. Move the inputs to match your organization.
Most enterprises land between 3 and 5%. Data intensive sectors run higher.
Modeled estimate based on federating in place rather than copying. Adjust to your own assumption.
While still generating a net savings in opex. This is how you win.
This is the war chest mechanics of your competition. They fund AI properly, ship four things while you ship one, and can afford to be wrong twice, because losing is cheap when your cost base is lower.
Illustrative model based on published industry benchmarks. Your actual position depends on your systems, your architecture, and your contracts. Read the full analysis.
Your controls. Not ours.
The most secure copy of your data is the one you never made.
Adaly does not invent a permission model on top of yours. It reads the entitlements you already have and honors them, on every read and every write. Security teams approve Adaly because it is their controls, respected automatically.
We solved the data problem.What’s your mandate?
Three packages. One platform.
Vessel
Adaly delivered as a callable layer your engineers reach from their own applications, agents, and pipelines.
Explore VesselStudio
The full Adaly platform hosted as a workspace your team logs into and uses end to end.
Explore StudioAtlas
A bespoke Adaly deployment designed, built, and operated alongside your team for total-company use cases.
Explore AtlasYour data estate + your governance + your security: one focal point, completely portable.
Adaly is the single intelligence layer orchestrating your entire data estate. Your data, your security, your governance; immediately available across every product, model, agent, and workflow. The sprawl of inconsistency that breaks enterprise AI stops being a liability. This is AI done properly for the reality of enterprise data.