AI discovery & automation

Find what to automate.
Then automate it.

We map how your business really works, rank exactly where AI should change it, and build the highest-impact automations with you.

Whole-team interviews Roadmap in two weeks Fixed fee Every result human-verified
app.ouroa.ai / roadmap
Automation roadmap · Acme Logistics32 interviews · 240 hrs/yr identified
Order intake → ERP
rank 01 · touched by 3 teams · ~5 hrs/week reclaimed
0
composite
Hours saved9.2
Error cost8.4
Feasibility9.0
Data readiness7.1

Everyone has AI tools now. Most companies still work exactly the same way they did before.

The gap isn't capability — it's knowing what to change. That's a discovery problem. So we made discovery the product.

The method

Four phases. Two weeks to a roadmap.

The same process every time — so you always know what's happening, and why.

01

Discover

~1 week · days 1–7

Our AI agents run parallel, ~30-minute interviews across your whole organisation — anonymous, and in each person's own language. We capture every workflow, manual task and tool, and surface the bottlenecks a leadership-only audit never sees.

Speaking to everyone — not just the leadership team — is the only way to find the work that never makes it onto a slide.

ouroa.ai / discovery
Interview · anonymous14 / 32
ouroaWhat eats up most of your week?
youRe-keying PDF orders into the ERP. Every morning.
ouroaHow long, and what breaks when it's wrong?
you~5 hrs a week. A bad quantity means an hour untangling it with dispatch.
✓ Workflow captured · ~5 hrs/week · high automation fit
02

Map

~3 days · days 8–10

We turn the interviews into a living map of how work actually flows between your people and systems — exposing hidden dependencies, duplicated effort, and every point of manual friction. Each automatable step is flagged with its opportunity score.

The map reads thousands of operational signals at a depth and speed a human team simply can't match by hand.

app.ouroa.ai / map
Operations map · order-to-cash2 automatable
Sales Support Ops intake Dispatch Finance ERP ⚡ 92
03

Rank & roadmap

~4 days · days 11–14

Each opportunity runs through the same rubric — hours saved, error cost, feasibility, data readiness — so the roadmap is an argument you can audit. The top few come with an implementation spec, a cost estimate and an ROI model.

Every opportunity is scored the same way, so the roadmap is an argument you can audit — not a hunch.

app.ouroa.ai / score
Order intake → ERP
rank 01 · ~240 hrs/yr · 3 teams touched
0
composite
Hours saved9.2
Error cost8.4
Feasibility9.0
Data readiness7.1
04

Automate

Ongoing · continuous

We build the top wins in fixed-scope sprints, integrate them with your stack, train your team, and report the hours actually saved — with a human reviewing every result before handover. Then we keep discovering, quarter after quarter.

We build and embed the wins, then measure the hours they give back — accountability, not a slide deck.

app.ouroa.ai / impact
Impact · this monthApril 2026
96 hrsreclaimed across the team this month
Order intake → ERPLive
Invoice matchingLive
Support auto-triageLive
Quote draftingIn build
What you receive

A roadmap, not a slide deck.

Everything concrete enough to hand to any engineer — yours or ours.

Process map
How work actually flows through your teams and tools — including the workarounds nobody wrote down.
Ranked opportunities
Every candidate scored on hours saved, error cost, feasibility and data readiness — explainable, not vibes.
Implementation specs
For the top 3–5: the approach, tools, integration points, build estimate and risks — ready to execute.
ROI model
What each automation costs, what it returns, and when it pays for itself — a calculation, not a leap.
What we've built

We don't just advise — we build.

When a pattern keeps surfacing across our audits, we turn it into a product. Here's what that has produced so far.

Ouroa CFO
Finance · CFO ops

Ouroa CFO

A swarm of autonomous finance agents — AP/AR intake, treasury, and a month-end close cut from five days to under one. The finance team a company misses on day one if it disappears.

View Ouroa CFO
Ouroa Concierge
Hospitality · resorts

Ouroa Concierge

A 24/7 AI concierge and booking engine for luxury resorts. Guests discover, plan and book in any language, backed by an engine that never overbooks — a five-star front desk in every pocket.

View Ouroa Concierge
Your vertical, next

Your industry

Every Ouroa product began as a pattern our discovery surfaced. If the same manual work is quietly draining your team, that's where the next one starts.

Book a discovery call
Engagements

Start with the audit. Stay for the results.

Fixed scope, fixed price — sized to your headcount, never billed by the hour.

Automation Audit
from $4,900
fixed fee · two weeks
  • Whole-team AI interviews
  • Process map & ranked roadmap
  • Specs + ROI for the top 3–5
  • Findings walkthrough with leadership
Book a call
Where the ROI lands
Implementation Sprint
from $12,000
per sprint · fixed scope
  • One roadmap item, built end to end
  • Integrated with your existing tools
  • Testing, docs & team training
  • Measured, human-verified hours saved
Book a call
Automation Partner
Custom
monthly retainer
  • Continuous discovery, every quarter
  • Monitoring & maintenance
  • Team upskilling & office hours
  • Priority build queue
Talk to us

Your audit fee is credited in full against your first sprint, booked within 90 days.

Two weeks to know exactly what to automate.

A 30-minute call: we walk you through the method, scope your audit, and give you a fixed quote on the spot.