Compare

GenMedha vs. the Alternatives.

Every option for building AI systems has a real tradeoff. Here's how they actually compare, dimension by dimension.

Big 4

Freelancer

In-house Team

GenMedha

Time to First Workflow

6+ months of discovery decks.

Days to weeks — but often unstable.

6–12 months to hire and tool up.

30–60 days to a live pilot.

Cost Before Value

$500K+ before anything runs.

Low upfront, high rework cost later.

Full salaries before any output.

Outcome-based, scoped in the Discovery Sprint.

Integration Depth

Generic playbooks, thin integration.

Point solutions, rarely integrated.

Deep but slow to build internal expertise.

Deep integration with your real stack from day one.

Governance & Oversight

Compliance theater, little operational detail.

Usually none.

Depends entirely on team maturity.

Human-in-the-loop, audit trails, rollback — built in.

Documentation & Ownership

Slide decks handed to your dev team.

Minimal to none.

Owned, but knowledge concentrated in individuals.

Full documentation — your team owns the system.

Post-Launch Support

Disappears after the deck.

Disappears after the first bug.

Ongoing, but stretched across priorities.

Retainer-based optimization, always on the hook.

Scale Path

Another expensive engagement to scale.

No scale path — rebuilt from scratch.

Scales with headcount and budget.

Retainer expands use cases without re-platforming.

We are the execution layer your strategy consultants forgot to include.

See the Difference on Your Own Roadmap

45 minutes. Zero pitch. Full architecture assessment.