AI That Actually Knows Your Business
Most businesses are spending money on AI subscriptions and getting generic output in return. The problem isn't the AI — it's that the AI doesn't know your customers, your voice, or your operations. Centupli fixes that.
Built for businesses that are serious about AI ROI
We work best with SMBs generating $500K–$5M in revenue, marketing agencies, and professional services firms — organizations large enough to have complex knowledge needs, small enough to move fast without enterprise procurement cycles.
You're paying for AI that wastes your time
Your team rewrites the same prompt a dozen times trying to get output that sounds like your brand. That's not an AI problem — it's a context problem. Your AI doesn't know who you are.
Knowledge lives in people, not systems
When a key employee leaves, they take institutional knowledge with them. Centupli extracts that knowledge, structures it, and makes it permanently available to every AI tool you use.
You can't measure what AI is actually doing
Most businesses can't tell you whether AI is saving them money or quietly introducing errors. We build the system that makes AI outputs auditable, consistent, and attributable.
How Centupli fits in your AI stack
Context engineering is a layer most AI tools assume you already have. We're the team that builds it.
What you need before you need Guru
Enterprise search tools assume your data is already clean, organized, and authoritative. Ours isn't. Centupli does the upstream work — structuring and governing your knowledge — so when you're ready for enterprise search, it actually works.
Copilot amplifies what you have. We fix what you have.
Copilot is powerful when your organization's data is trustworthy. Without context engineering, Copilot surfaces conflicting information, outdated policies, and half-truths at enterprise scale. We make sure what Copilot finds is worth finding.
Your engineering team has higher-leverage work to do
A full-time AI engineer costs $150K–$250K per year and still won't bring the cross-industry pattern recognition we've built across dozens of context engineering engagements. We're faster, cheaper, and already know the pitfalls.
What you get when you work with us
Discovery call and organizational knowledge audit
Data source mapping and integration plan
Context layer architecture and governance framework
Initial ingest and clean of your highest-priority knowledge sources
Monthly retainer includes ongoing optimization and new source onboarding
Direct access to your context engineer — not a support ticket queue
Early Results
The Trajectory
Context engineering compounds. The longer your AI knows your business, the faster it gets.
Are You AI Ready?
Most organizations are deploying AI without the foundation it needs to perform. Find out where you stand in five minutes.
No sales pitch. No email required to start. Just an honest look at your AI readiness.

