Advice That Ends In Production, Not In A Slide Deck
Not Decks
A lot of AI advice stops at a recommendation. The deck is delivered, the advisors leave, and the hard part, turning the idea into a system people use every day, is handed to someone else. That handoff is where AI projects lose time, budget and momentum.
A Different Model
Sapiros is the consulting and AI advisory arm of Aether AI, a technology company that builds and runs its own AI products. Our advisors work next to the engineers who ship those products, so every recommendation is checked against what it takes to build, deploy and operate it.
Eight questions, about two minutes. Answer for one business problem you have in mind. The check scores the eight things that decide whether an AI project ships: the problem, the sponsor, the data, privacy, your systems, the team, the measure of success and the review rules. Then it suggests where to start. Nothing you enter leaves this page.
We Judge Advice By What It Changes In The Business.
Value vs. Effort
Value.Map
value to the businessQuick winsStrategic betsFill-insAvoid for now
effort to deliver
Illustrative. Every business plots differently.
Value Before Volume
We rank use cases by value to the business and the effort to deliver them, then start where the two meet. Fewer projects, finished properly.
Governance
Control.Check
controls in place0 / 8
Governed From Day One
Privacy, security and human review are designed in from the first workshop, not added after launch. Where a decision matters, a person signs off.
How An Engagement Runs
Engagement.Path
01 Diagnose
01
Workshops, interviews and a look at your data and systems.
You get an opportunity map and a ranked shortlist.
02 Design
02
Business case, architecture, privacy review and a plan your team signs off.
You get a fixed scope and a measure of success.
03 Deliver
03
Build, integrate and test on your data, in short cycles you can see.
You get a working system in production.
04 Operate
04
Monitoring, support, training and a clean handover.
You get a system your team owns and trusts.
Engagement.Scope
WHAT EACH TYPE OF ENGAGEMENT COVERS
advice ...
discoverprioritizecasegovern
Strategy only advisory firm
4/4
Build only integrator
1/4
Software license vendor
0/4
In-house pilot internal
2/4
Sapiros Aether AI
4/4
delivery ...
databuildintegrateoperate
Strategy only advisory firm
0/4
Build only integrator
3/4
Software license vendor
1/4
In-house pilot internal
1/4
Sapiros Aether AI
4/4
8/8Stages covered in one engagement.
1 TeamFrom first workshop to support after launch.
Illustrative engagement types, not named firms.
Where We Work
Industries.dir
Industries6 items
NameProblems we work on
Banking and financial servicesIdentity checks, document review, private models for regulated data
Manufacturing and distributionERP data, rebates and pricing, demand forecasting
Food and beverageFood safety records, waste, kitchen and outlet operations
Public sectorPlanning, document-heavy services, AI literacy
Media and entertainmentContent operations, advertising, publishing
Tell us the problem in a few lines. We will set up a call.
A briefing is a conversation, not a sales pitch. We listen, ask about the problem and the data, and follow up with a written proposal: scope, timeline and fees.