Practical AI systems for $2M–$50M companies

One high-ROI workflow.
Fixed and live in weeks.

We find the operational bottleneck costing you the most time or revenue, build one working AI system that solves it, and hand it off cleanly. No transformation programs. No data science team required.

Start with the Opportunity Sprint See how it works

Typical first engagement: 7–10 days · Clear roadmap before any build

Most AI projects never become real systems

You’ve tried tools. Maybe even ran a pilot. But the expensive, manual workflows that slow growth or burn hours every week are still the same. Strategy decks don’t fix that. Working systems do.

  • × Pilots that never turn into production systems
  • × Generic advice that doesn’t fit your actual workflows
  • × Enterprise consultants who overcomplicate and under-deliver

What changes with Sapientools

  • ✓ One high-impact system live in weeks, not months
  • ✓ Clear ROI before you invest further
  • ✓ Built for companies without a data science team
  • ✓ Hands-on implementation, not just strategy decks

Clear offers. Clear outcomes.

Start with a focused sprint. Scale only what works.

Start Here

AI Opportunity Sprint

$3,500–$6,000

7–10 days

A focused audit of your key workflows plus a prioritized roadmap with realistic ROI estimates and 2–3 quick-win recommendations you can act on immediately.

  • → Workflow mapping
  • → Opportunity prioritization
  • → Tool & approach recommendations
  • → Clear next-step plan
Book the Sprint
Most Popular
Build

Quick-Win Implementation

$7,500–$18,000

3–6 weeks

One high-impact AI system designed, built, and handed over to your team — ready to produce results.

  • → Lead response & qualification systems
  • → Proposal / content engines
  • → Ops dashboards & alerts
  • → Invoice / process automation
  • → Training & handoff
Start an Implementation
Scale

Growth Retainer

$3,000–$8,000

per month

Ongoing partnership to optimize what you’ve built, roll out new use cases, train the team, and keep results compounding.

  • → Continuous optimization
  • → New AI use cases
  • → Team enablement
  • → Monthly performance review
Discuss a Retainer

How it works

Simple path from first conversation to lasting results.

1

Diagnostic Call

20–30 minutes. We listen to your biggest bottlenecks and decide if a Sprint makes sense.

2

Opportunity Sprint

We map workflows, identify high-ROI opportunities, and deliver a clear action plan.

3

Build & Hand Off

We implement one high-impact system and train your team so it sticks.

4

Compound Results

Optional retainer to keep improving and expanding what works.

Who this is built for

Owners, COOs, and operators of companies between roughly $2M and $50M in revenue who know AI matters but don’t have the time or internal team to make it real.

You have real operational or sales bottlenecks that cost time or revenue every week

You’re willing to act on recommendations, not just collect reports

You want practical systems that fit how your company already works

Common starting points

  • • Slow or inconsistent lead response and follow-up
  • • Manual proposal, quoting, or reporting processes
  • • Content and marketing that can’t keep up
  • • Limited visibility into operations or margins
  • • Teams spending hours on work AI can handle

About Rob

I’m Rob Demchuk, founder of Sapientools. For more than 20 years I’ve helped companies implement technology and process improvements that actually stick — from large-scale enterprise systems to practical tools that mid-sized businesses can use right away.

Most AI projects fail because they start with technology instead of a real business problem. My approach is different: we identify the highest-impact opportunities first, build focused solutions, and measure results. No 9-month roadmaps. No complicated data science teams required.

I work with owners and operators who want clear outcomes — more revenue, tighter operations, and less time wasted on manual work.

Work with me
Rob Demchuk, founder of Sapientools
Founder

Frequently asked questions

Do we need a data science team or complex tech stack? ▼
No. We work with the tools and systems you already have (or simple additions) and focus on outcomes, not building an internal AI lab.
How fast will we see results? ▼
The Opportunity Sprint delivers a clear roadmap in 7–10 days. A Quick-Win Implementation is typically live and producing value within 3–6 weeks.
What if we’ve already tried AI tools and they didn’t stick? ▼
That’s common. Most failed attempts lack clear ownership, integration into real workflows, or a focus on one high-value use case. We start narrow and prove value before expanding.
Is this only for tech companies? ▼
No. We work with service businesses, manufacturing, distribution, professional services, and other mid-market companies that have real operational or growth bottlenecks.
Can we start with just the Sprint? ▼
Yes. Many clients begin with the AI Opportunity Sprint to get clarity, then decide whether to move into implementation. There’s no pressure or long-term commitment required.

Ready to turn AI into real results?

Book a short diagnostic call. We’ll look at your biggest bottlenecks and tell you honestly whether an Opportunity Sprint is the right next step.

Book Your Diagnostic Call

Or email robdemchuk@sapientools.ai