Our Approach

No Gimmicks. No Games. Just Value.

We Build AI Solutions That Actually Work

There's no secret sauce. No proprietary methodology with a trademark. No 47-step transformation journey. We build AI solutions quickly, pragmatically, and transparently. Here's exactly how.

The Honest Truth About Our Process

Week 0: The Reality Check (Free)

What Actually Happens:

  • 90-minute working session (not a sales pitch)
  • We understand your specific problem
  • We assess if AI can genuinely help
  • We show you exactly what we'd build
  • We give you a fixed price and timeline

What We Won't Do:

  • Pretend AI solves everything
  • Propose a 6-month discovery phase
  • Quote hourly rates
  • Promise magic

You Get:

  • • Clear go/no-go recommendation
  • • Specific solution outline
  • • Fixed price quote
  • • Honest timeline
  • • No obligation to proceed
Week 1: The Kill Gate

The Most Important Week

By Friday of Week 1, we make the critical decision: proceed or kill the project.

What Determines Success:

  • • Can we access the needed data?
  • • Is the data quality sufficient?
  • • Will the solution integrate with your systems?
  • • Is the ROI still clear?
  • • Can we deliver in the timeline?

If It's a No:

  • • We stop immediately
  • • You pay only for the week
  • • We document why it won't work
  • • We suggest alternatives if they exist
  • • We part as friends

If It's a Yes:

  • • We have validated feasibility
  • • We've proven the core concept
  • • We continue building
  • • Success is now probable, not possible
Weeks 2-4: The Build Sprint

Daily Progress, Not Weekly Reports

What You See Every Day:

  • • What we built yesterday
  • • What we're building today
  • • Any blockers or issues
  • • Actual working software (not mockups)

How We Build:

  • • Core functionality first
  • • Integration with your systems
  • • User feedback incorporated daily
  • • Testing with real data
  • • Documentation as we go

Your Team's Involvement:

  • • Daily 15-minute check-ins
  • • Hands-on system training
  • • Direct input on functionality
  • • Early access for testing
  • • Knowledge transfer throughout
Week 5: The Handover

Independence, Not Dependence

What You Receive:

  • Complete working system in production
  • All source code and models
  • Comprehensive documentation
  • Trained team members
  • 90-day support included

What You Own:

  • • Every line of code
  • • All trained models
  • • Complete documentation
  • • Full intellectual property
  • • No licensing restrictions

Why 30 Days Isn't Crazy - It's Disciplined

Traditional AI Projects Take Months Because:

• 40% is planning for scenarios that never happen

• 30% is building features nobody uses

• 20% is organizational politics

• 10% is actual valuable building

We Deliver in 30 Days Because:

• We build the 20% that delivers 80% of value

• We use proven patterns, not experimental tech

• We integrate, not replace

• We decide fast and adjust faster

Focused Scope

  • • One problem, solved well
  • • Core functionality only
  • • Expansion comes after proof

Proven Components

  • • Standard AI models (GPT, Claude, open source)
  • • Existing integrations (APIs, databases)
  • • Common patterns (we've done this before)

Pragmatic Choices

  • • Good enough beats perfect
  • • Working beats optimal
  • • Deployed beats planned

Our Technology Philosophy

Use What Works, Not What's Trendy

Our Tech Choices:

  • OpenAI/Anthropic: When you need best-in-class NLP
  • Open Source: When you need control and customization
  • Cloud Services: When you need scale and reliability
  • Custom Models: Only when truly necessary

We Don't:

  • • Build custom what we can buy
  • • Complicate what should be simple
  • • Use AI where rules-based logic works
  • • Choose technology before understanding the problem

Ready to Start Your 30-Day Sprint?

Let's discuss your biggest challenge and see if we can deliver value in 30 days.

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