3-7 days from $800

AI Operations Quick Win

One measurable improvement, shipped. Inbox triage, sales follow-up, reporting assistant.

Built for a European construction company 300+ docs structured 36 API functions Production in 4 weeks

What This Is

One specific bottleneck. One measurable improvement. Delivered fast. We identify the highest-impact workflow, build the automation or AI integration, measure the before-and-after difference, and hand it over. No scope creep, no multi-month project — just a targeted intervention that saves real time.

The Problem

You have a specific bottleneck — one process that wastes hours every week. Your team does the same manual work over and over: sorting emails, copying data between systems, generating the same reports, drafting the same follow-ups. You don't need a full transformation. You need one thing fixed, measured, and shipped.

What We Do

Our process

1

Identify the highest-impact workflow to automate — one bottleneck, one target

2

Define measurable success criteria — what "fixed" looks like in numbers

3

Build the automation or AI integration — focused, production-quality

4

Test with real data and real team members

5

Measure the before-and-after improvement

6

Deploy, document, and hand over

Who Needs This

Is this right for you?

You have one specific workflow that wastes hours every week
Your team is drowning in repetitive manual tasks
You want to see AI value fast, without committing to a large project
You need a proof of concept to justify a bigger AI investment to leadership
You've identified a bottleneck but don't have in-house capacity to fix it

What You Get

Deliverables

One working automation or AI integration in production
Measurable before/after metrics with concrete numbers
Workflow documentation for your team
Maintenance and troubleshooting guide
Follow-on recommendation if further optimization is possible

After This Engagement

What changes for you

One specific bottleneck disappears from your team's daily work
You have concrete metrics proving AI value in your business
Your team saves hours per week on the targeted workflow
You have a reference case to justify further AI investment
The improvement is documented, maintainable, and owned by your team

Proof

The typical Quick Win impact

Our quick wins typically save 5–15 hours per week per team. Common examples: inbox triage automation, sales follow-up generation, reporting assistants, CRM update automation, document generation from structured inputs.

5–15 hrs/week saved3–7 day deliveryMeasurable ROI
See proof →

Investment

Choose the right tier

3–7 days. One workflow: inbox triage, sales follow-up, reporting assistant, data entry automation, FAQ response assistant, meeting note processing, etc.

Lite
$800
3–5 days
  • Single automation workflow
  • Basic integration (1 system)
  • Before/after metrics
  • Documentation & handoff
Fix This Bottleneck
Most Popular
Pro
$1,500
5–7 days
  • Bot or AI assistant build
  • Multi-system integration
  • Role-based logic
  • Measurable ROI report
  • Team onboarding
Fix This Bottleneck
Enterprise
$3,000+
1–2 weeks
  • Complex workflow with governance
  • Multi-team deployment
  • Security review included
  • Audit trail
  • Follow-on roadmap
Fix This Bottleneck

Common Questions

What kinds of problems fit a Quick Win?
Any repetitive process with clear inputs and outputs: email triage and routing, sales follow-up drafting, report generation, lead qualification, CRM updates, document generation, FAQ responses, meeting note structuring. If your team does the same thing more than 5 times a week, it's probably a good candidate.
What's too big for a Quick Win?
Multi-system integrations, multi-department workflows, or anything requiring custom AI model training. Those are better served by MVP Build or Knowledge System. We'll tell you if your request is bigger than a Quick Win.
How do you measure success?
We define metrics upfront: time saved, error rate reduction, throughput increase. We measure before and after, and you get concrete numbers in the deliverables.
Do we need existing tools or data in place?
You need a workflow that currently exists (even if it's manual). If you have structured data and existing tools, the quick win is faster. If not, we can work with what you have.
Can this become a larger project later?
Often does. Many clients start with a Quick Win to prove value, then move to Knowledge System or MVP Build. The quick win serves as a proof of concept with real ROI.
Is this custom or templated?
Custom. Every quick win is built for your specific workflow, data, and tools. We don't sell pre-built templates.
What makes a good Quick Win candidate?
One bottleneck (not five), clear owner, clear current workflow, measurable before/after, and limited system complexity. If you can describe the process in 3 sentences, it's probably a great candidate.

What is not included

Multi-team transformation or broad process redesign
Complex product development (see MVP Build)
Enterprise-wide architecture work
Ongoing expansion (first quick win often leads to more — scoped separately)
Related Case Studies

European construction company

Full AI system in 4 weeks: 300+ documents, 36 API functions, 3 AI assistants.

Read case →

Atmiora

Symbolic intelligence platform: 13 pages, 3 AI engines, automated QA. Live at atmiora.com.

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Quick Wins

from $800

Fix This Bottleneck