AI Consulting
Process diagnostics, viable use cases, metrics, governance and adoption roadmap.
CONSULTING · APPLIED AI · CUSTOM SOFTWARE
AI that actually works inside your company.
We build the harness layer that connects AI to real business processes — from first diagnostic to running in production. 30+ projects delivered since 2021.
Curitiba · Remote · Serving clients worldwide
What we deliver
Mid-sized companies hire Klupp when they want to move past proofs-of-concept and turn AI into operational results.
Harness & deployment
We build the layer that orchestrates models, data, tools and humans — process-first.
Custom software
Web and mobile applications built to fit your operation, with the same engineering standard as our own products.
SaaS products
We run our own products in specific markets — they scale fast and prove the thesis.
Architecture
The harness layer, explained.
Between the model and your business sits an engineering layer that decides whether AI actually works. That's where we live.
INPUT
Processes & people
KLUPP HARNESS
Orchestration
Flows, agents and handoffs between AI and humans.
Tools & data
Integrations with your systems, databases and internal APIs.
Memory
Persistent context — per customer, per process, per account.
Guardrails
Policies, output validation, failure prevention.
Observability
Metrics, cost, quality and per-run auditability.
Operational UX
Interfaces for the operating team, not just the end user.
OUTPUT
Measurable outcomes
Services
From process to production
- 01
Discovery
We map processes, people and data. We find where AI creates leverage — and where it doesn't.
- 02
Harness design
Models, tools, memory, guardrails and observability. The architecture that makes AI reliable.
- 03
Implementation
Integrations with your systems, UX for the operating team, and rituals for continuous improvement.
- 04
Operation
We track metrics, cost per run, quality and ROI — tuning the harness as the business evolves.
Built by people who have shipped
30+
projects delivered since 2021
2021
founding year
100%
remote team, execution-focused
BR + 🌎
serving Brazil and worldwide
Who we serve
Mid-sized companies, across multiple sectors.
We work with clients who need AI applied to the core of the business — not just marketing automations.
- Construction
- Manufacturing
- Logistics
- Financial services
- Healthcare
- Retail
- Education
- B2B services
- Legal
- Ask us if we cover your sector
Products
We also build what we sell
Beyond consulting, we run a portfolio of SaaS products in specific markets. That's where we apply, first-hand, the engineering and AI standards we bring to our clients.
Want to talk about a specific product? Reach out. Product · vertical A
live Product · vertical B
live Product · vertical C
live New build in progress…
About Klupp
Curitiba-based, remote-first, globally minded.
Founded in 2021, Klupp started out building custom software for companies that needed reliable delivery and a startup cadence. Since then, we have grown into AI consulting and deployment — focused on making AI actually work inside the client's processes.
We are 100% remote. No physical office in Curitiba, no extra layers — just the team that has to ship.
FAQ
Common questions, direct answers.
How long until AI is running in production?
We can put AI into your business operation in as little as 1 week. From there, the project evolves iteratively in continuous improvement cycles — expanding scope, refining quality and integrating new processes as value emerges.
What models and infrastructure do you use?
Frontier models (Anthropic, OpenAI, Google) and hosted open-source when it makes sense for cost, latency or data sovereignty. We decide during harness design, not before.
What if AI isn't the right answer?
We say so. Part of our value is spotting where AI creates leverage and where it is overengineering. Many projects include deterministic automations or traditional software.
Do you work outside Brazil?
Yes. We operate remotely in English and Portuguese, with contracts in BRL or USD. We have delivered projects with teams distributed across multiple time zones.
Contact
Let's build something serious together.
Tell us a bit about your challenge. We reply within one business day.
Prefer direct email?
contato@klupp.com.br