From AI experimentation to real business adoption

Q: Will Calibo replace my existing tech stack?

No. Calibo orchestrates your current stack and anything you add next—no rip‑and‑replace. We connect to your systems and are compatible with 150+ integrations so teams can keep shipping with the tools they know. Speak to us, and we’ll be happy to clarify any questions you may have, contact us here.

A practical path to scale AI: businesses need their own data-AI experimentation sandbox built around bite-sized use cases—separate from complex, siloed production environments—so intelligence can be proven and then moved into production in an automated way, with trust and governance built in.

World Economic Forum Annual Meeting | Davos | 19–23 January 2026
Raj Vattikuti (Founder) and Scott Sandschafer (CEO) will be in Davos throughout the week.

Request a meeting in Davos Download the Davos PDFs Security & deployment readiness

“For AI to scale, businesses need their own data-AI experimentation sandbox built around bite-sized use cases - separate from today’s complex and siloed production environments. This allows teams to create intelligence with clarity and confidence. Once that intelligence is proven, it can be moved into production in an automated way, with trust and governance built in. That is how enterprises move from experimentation to real business adoption.”

Raj Vattikuti

Chairman and Founder of Calibo

Why AI adoption still falls short

Despite unprecedented investment, most enterprises still struggle to translate AI ambition into sustained business adoption. The issue isn’t experimentation—it’s the lack of a trusted, practical path from experimentation to production.

Key blockers

Production environments are complex and siloed, making experimentation risky

Trust, governance, and explainability are often added too late

Pilots don’t connect cleanly to real operational workflows

Teams lack a repeatable methodology—and business-ready talent—to scale what works

A practical path to scale AI inside the enterprise

Calibo helps organizations move from experimentation to adoption through a repeatable execution system:

Step1

Governed experimentation sandbox

A controlled, enterprise-grade environment that keeps security and access within customer controls while remaining separate from production complexity.

Step2

Bite-sized use cases

Break complex challenges into incremental, decision-centric use cases that can be validated early and refined with business ownership.

Step3

Intelligence with clarity and confidence

Build explainability and governance into the process from day one so business teams trust outcomes.

Step4

Automated path to production

Move proven intelligence into production in an automated, governed way—so trust boundaries remain intact as you scale.

What we’re bringing to Davos

Building AI Talent at Scale

Discover the AI Academy

Download borchure

Use Cases & Principles

From pilots to adoption

Download

AI ACADEMY

Talent is the multiplier

AI adoption accelerates when business-ready talent learns and builds inside real, governed experimentation environments—using a step-by-step methodology.

Build institutional capability (not one-off pilots)

Train business-engaged practitioners who can execute with engineering discipline

Make innovation repeatable and scalable

Meet us in Davos

If you’re attending Davos and want to compare notes—or discuss moving from pilots to adoption—request a short conversation.

Dates: 19–23 January 2026
Where: Andhra Pradesh Pavilion — Promenade 84
Attendees: Raj Vattikuti (Founder), Scott Sandschafer (CEO)

Request a meeting

“Our strategic alliance with Calibo allows us to streamline loan processes, making credit more accessible to small businesses and supporting economic growth. We chose Calibo because of their proven track record in digital innovation and their commitment to speed, efficiency, and trust.”

Robert Farr

President & CEO, First State Bank and Bank313

"Calibo boosts innovation across the full spectrum—both data management with Data Fabric Studio and software development via the Internal Developer Portal. Partners like Calibo are instrumental in advancing digital transformation, providing simplification, orchestration, and adaptive governance within the tech stacks of our joint customers."

Jeff Hollan

Director of Product - Snowpark, Ecosystem, and Developer Platform, Snowflake

“With Calibo, we were able to create business impacting applications which would have taken us more than 9 months to develop in just 4-5 months, resulting in faster time-to-value."

Alberto Langle Bornacelli

Global Head of IT Business Relationships, NatureSweet

"With Calibo and its integrated tech stack, we can quickly prototype data and digital use cases, enabling us to demonstrate tangible examples when responding to client requests. This approach provides our clients with a clearer understanding of what to expect early in the process. After all, seeing is believing!"

Vikas Krishan

Chief Digital Business Officer and Head of EMEA, Altimetrik

“Calibo was game-changing for our entire development process. We got there in half the time, spent 40% less money overall, and our team is significantly less stressed and more efficient. I would recommend Calibo for any high-performing Dev Ops team wanting to achieve more in less time”.

Enterprise IT Company

CIO

“Instead of building our own digital ecosystem, which would have taken 12-18 months, before we could solve business problems, we could start within 8 weeks thanks to Calibo’s platform”.

Noé Angel

Global CIO, NatureSweet

"The Calibo platform supports the entire creation process, from ideation to deployment, with its pre-integrated tech stack, technology extensibility, and team collaboration. It's been a key part of our innovation process for years, allowing us to create prototypes in weeks and deploy products in only a few months instead of quarters."

Pooja Anurag Gupta

Leader, Innovation & Industry Engagement, Altimetrik

Download the full NatureSweet case study

FAQ

Is it secure and audit-ready?

Yes — policy-as-code, role-based access, and built-in audit trails ensure compliance by default.

Who joins the first call?

You + Scott (plus a senior consultant and a platform specialist if needed).

What results should I expect?

Customers report up to 50% faster launches and ~40% productivity gains.

We’re on‑premises but moving to cloud. Is Calibo right for us?

Yes—this is our sweet spot. We stand up your governed, self‑service orchestration platform in days while integrating your on‑prem tools via secure, network‑reachable interfaces. If you want help shipping the first production use case fast, our Digital Innovation as a Service squad builds it in weeks and hands it over—exactly how NatureSweet kicked off and saw meaningful impact within 8 weeks.

Will Calibo replace my existing tech stack?

No. Calibo orchestrates your current stack and anything you add next—no rip‑and‑replace. We connect to your systems and are compatible with 150+ integrations so teams can keep shipping with the tools they know. Speak to us, and we’ll be happy to clarify any questions you may have, contact us here.