Early accessDecisions backed by evidence, not assumptions

Know what's worth
fixing.

Good product teams don't test everything.Auximo's AI shows you what to fix, what to investigate, and what only real users can answer.

Built for product teams who want launches that land.
Why not just test everything?

Every new feature starts as a set of assumptions.

The workflow feels right, the design looks great, but nobody knows if it works.
How do you make sure it lands?

New feature · Prototype doneEverything in it is assumed

If you test everything

Route 1
Session 4 of 12 · Live● Rec
“Wait, where's the pay button? Did anyone check this?”
Obvious fix · Seen by a customer

Users see every rough edge, and the sessions fill up with noise.

Reputation hitWasted sessions

With Auximo

The third path
Before any session
3Fixed first
2Clarified by team
1To validate

Fix the obvious, clarify the unclear, and validate only what matters with users.

Focused researchConfident launch

If you test nothing

Route 2
BuildLaunch day
Months of build later…Nobody's using it

Months of building on assumptions, then a launch nobody uses.

Months lostNo adoption
Inside Auximo Research
01/ 04

Define the context

The target user, product, task, design intent and the decision you need to make.

New triage · checkout-v3
Target user
First-time online shopper
Task
Pay for a trail pack
Decision to make
Ship PayFlow as the default payment option?
checkout-v3.fig4 screens attached
Works with tools you are already using

Auximo sits between the
tools you already use.

Pull in the design and the decision. Send every finding to the person who owns it. Bring the results back so the evidence keeps up.

In · From your tools
FiPrototype or flowFigma
NoPRD and design intentNotion · Confluence
JiThe decision on the ticketJira · Linear
DvPast researchDovetail · Notes
AuximoReading context
Decision · Ship PayFlow as the default payment?
Fix–
Investigate–
To validate–
Observed –Grounded –Inferred –
Out · To the person who owns it
↑ Evidence ledger updates
↺Session findingsFrom Maze · Dovetail
Integrations shown are planned for early access. Tool names belong to their owners.
The evidence ledger

Same feature. Now with evidence.

Every assumption your team made, tested by an AI persona you built and controlled, and sorted into what's working, what needs a closer look and what real users should decide.

Before · What the team thinksUnproven

Checkout v3 is ready to ship.

  • Shoppers will trust PayFlow.PM · Assumption
  • The checkout is clear.Designer · Assumption
  • Showing the fee at the end is fine.Founder · Assumption
  • We need the phone number.BA · Assumption
Evidence behind these: none yet.
How Auximo gets thereYou stay in control
After · Evidence readout5 runs · 4 kept

Ship after one fix. Validate trust first.

  • Order summary reads clearlyWorkingGrounded5 of 5 runsConfirms the designer
  • “Pay now” is hidden below the foldNot workingObserved5 of 5 runsNew: nobody had assumed this
  • Late delivery fee causes hesitationInvestigateGrounded4 of 5 runsChallenges the founder
  • Phone field makes shoppers pauseInvestigateObserved4 of 5 runsAsk the BA why it's needed
  • Trust in PayFlow is uncertainTo validateInferred3 of 5 runsBeyond AI: validate with real users
Share with stakeholdersTake into usability testing
Sample project and persona for illustration.
Built to grow with you

We start with Research. Here's where it leads.

Each works with a different kind of user understanding, and each is honest about how much real evidence sits behind it.

01Launching first

Research

Evaluate a specific prototype and prepare focused research.

Product teams struggle to tell which issues are already visible, which depend on missing context, and which need real users. Configure a persona agent from your own research, then watch it run your prototype and steer it as it goes. Auximo sorts what it finds into what's working, what needs a closer look and what real users should decide, and only what your team keeps reaches the readout.

Not a verdict on your design · Not a replacement for real users
● Fix
Pay now below fold
● Investigate
Fee shown late
Phone field reason
● Validate
Trust in PayFlow
A triage call for every concern, with its rationale
Observed, grounded and inferred, kept apart
An evidence readout you can share or take into usability testing
02Coming later

Explore

Understand a user segment or explore an early idea.

Early on, you may have a concept but little sense of how different people might see it. Explore simulates perspectives across defined segments to surface needs, objections and disagreements, so you know which questions are worth taking to real people.

Synthetic and labelled · Never presented as market demand
◇ Irregular earners“A daily target feels stressful when income swings.”
◇ Salaried“I'd only check this before a big purchase.”
⚑ DisagreementMotivation vs. fatigue. Worth a real interview.
Inferred · Hypotheses only
03On the horizon

Twin

Carry forward what you learned about real people.

Research gets scattered across transcripts, notes and surveys. Twin builds a reusable representation of a specific person from your actual research, so the team can revisit their perspective and trace every answer back to its source.

Not a copy of anyone's mind · Not a reason to stop talking to them
Participant P-07
2 interviews · 1 diary study · Consent on file
Said · Interview 2 · 14:32“I don't trust a payment option I've never heard of.”
AI infers · Not saidMay prefer familiar card checkout in new apps.
Early access · Founding teams first

Launch knowing
what works.

We're opening Auximo Research to a small group of product teams as a start. Find out what's working, what's not and what real users should decide before you commit months of build. Join our early access and be our founding partner to shape the product.