Cresteo AI Agentic Studio

Agentic AI Studio: where enterprise AI goes from concept to production

We take agentic AI from prototype to production. Measurably.

Most companies have tried AI. Few have deployed it at scale—governed and monitored. The Cresteo AI Agentic Studio is the team, method, and platform that turn AI ambition into production systems you own, with human-in-the-loop control—in weeks, not months.

Our technology partners

Amazon Web Services (AWS) logo
Microsoft Azure logo
Google Cloud logo
Databricks logo

3–7×

ROI within the first 90 days of AI deployment

90 days

From kickoff to production-ready AI in your infrastructure

100%

Client IP ownership — source code, agents, prompts. Zero lock-in.

99%

Reduction in fraud analysis time — FinTech deployment

Secured by Standards, Powered by People

Our ISO/IEC 27001:2022 certification demonstrates our commitment to information security and data protection, while our Great Place to Work® recognition reflects a culture of trust, collaboration, and well-being that empowers our team to thrive.
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Pain points

Why do most enterprise AI efforts stall? Not the models — the delivery.

The four places enterprise AI breaks down — and exactly what the Studio is built to fix.

Pilots that never ship

70% of AI projects never make it past proof of concept — the technology isn't the problem, the delivery model is.

Rented intelligence

SaaS AI adds subscriptions, shared infrastructure, and zero ownership. You rent the intelligence — you never own it.

Generic, disconnected AI

Out-of-the-box tools don't know your systems or rules, and can't act on data they can't reach across ERP, CRM and APIs.

Results too far away

18–24 month programs lose executive sponsorship. Boards need wins in quarters, not years.

This is exactly what the Studio is built to fix.

An end-to-end practice for enterprise AI that actually works — a team you bring in, not a tool you buy. We pair senior engineers and architects with a proven delivery method and an internal platform, structuring every engagement around your first measurable win within 90 days. We treat AI as a capability you own — not a tool you rent.

What we build

Software engineering + governed AI, delivered together.

From a custom software platform to a single high-impact AI agent — and the full development lifecycle in between — these are the things the Studio designs, builds, and runs for our clients.

Software engineering

Software Delivery Lifecycle (SDLC)

The full lifecycle — requirements, build, code review, testing, deployment and production support — run end to end and accelerated by AI at every stage.

Custom software solutions

Full-stack product and platform engineering — web, mobile and cloud-native — built to your requirements, not a template.

Quality engineering

Test strategy and automation (Playwright, Cypress, k6) that ships releases with confidence, integrated into your pipeline.

Legacy modernization, accelerated

AI-assisted mapping and transformation that cuts the most tedious modernization work, moving legacy systems forward safely.

AI & data

GenAI & LLM applications

The full lifecycle — requirements, build, code review, testing, deployment and production support — run end to end and accelerated by AI at every stage.

Agentic systems & orchestration

Full-stack product and platform engineering — web, mobile and cloud-native — built to your requirements, not a template.

Intelligent process automation

Test strategy and automation (Playwright, Cypress, k6) that ships releases with confidence, integrated into your pipeline.

Data & AI products

AI-assisted mapping and transformation that cuts the most tedious modernization work, moving legacy systems forward safely.

And we offer it end to end — strategy and architecture, build and customization, deployment in your infrastructure, and a full handover so your team owns and evolves it.

We don't start from scratch. We start from proven.

Every Studio build runs on an internal platform of patterns, connectors and a proprietary agent framework — so your solution reaches enterprise-grade quality faster, then forks cleanly into your infrastructure.

Cresteo Forge

Our proprietary framework to build and deploy AI agents on your infrastructure: multi-model, orchestrated, observable.

Reusable patterns & connectors

Pre-built integrations to ERP, CRM, databases, messaging and security.

Security & monitoring built in

Guardrails, observability and human-in-the-loop supervision from day one.

Forked to you

The platform accelerates the build, then the code, logic and IP transfer to your team.

 How we engage

Flexible engagement models, designed around your goals.

Four ways to bring the Studio in — chosen around your objectives, not our convenience.

Value-Driven

Results-first engagements where pricing is tied to the KPIs we move together.

// Outcome-based

Solution-Driven

On-demand engineering expertise to design and ship a defined solution, end to end.

// Project-based

Consultancy

Strategic advisory — AI roadmaps, architecture, and where to invest for return.

// Advisory

Staff Augmentation

Vetted senior talent embedded directly in your teams, working in your tools.

// Embedded talent

Don't know where to start with AI?

We'll map your operation, find the single highest-ROI workflow, and show you what a 90-day quick win looks like — no commitment.

How We Deliver

From Platform to Ownership — In Four Stages

We start from proven, fork it into your infrastructure, customize to your reality,
and hand over the keys — code, logic and IP.

Architecture Design

We map your workflows, identify the highest-ROI opportunities, and design an architecture that connects to your ERP, CRM, databases and APIs — without rearchitecting what already works.

// Architecture blueprint + quick-win roadmap

Build & Customization

We build and customize the solution — logic, prompt engineering, tool integrations and memory — to your specific data, systems, compliance requirements and business rules.

// Production-ready solution in your environment

Integration & Deployment

We deploy within your infrastructure — cloud (AWS, Azure, GCP) or on-premise — configured for your security policies, data governance and regulatory environment.

// Lives in your infra

Handover & IP Transfer

We formally transfer 100% of the IP — source code, logic, training data, prompt libraries and connectors — into your repository. Your team owns it, operates it, extends it.

// Complete IP transfer · zero lock-in

90

days — average kickoff to production

0

Zero lock-in

100%

IP transferred to the client on delivery

Outcomes

Real results, by industry

Where the Studio's work shows up on the P&L.

// FinTech & Insurance

99%

Reduction in fraud analysis time across core banking and payment systems

// Legal Tech

80%

Less manual document processing — what took 6 hours now takes 45 minutes

// Healthcare

87%

Fewer inspection & clinical errors; 60% less physician documentation time

Start Small. Win Fast. Scale Smart.

The Delivery Model That Guarantees Results — Not Just a Demo

We won't propose a 12-month transformation. We start with one workflow, prove it in production, and let every win fund the next.

01

Define the Quick Win

We identify the single highest-impact workflow — where AI can cut cost, increase speed, or remove error fastest.

02

Deploy in 90 Days

We design, build and ship a production solution into your infrastructure — measured against KPIs from day one.

03

Scale on a proven base

Each win compounds onto a platform that already works — expanding agent by agent, workflow by workflow.

Our Difference

Beyond the Pilot: Real AI That Generates Real Margin

Four principles that separate production AI from perpetual experimentation.

Profit-First

We target small, high-impact workflows that pay back in weeks — compounding quick wins that fund the next phase. ROI before scale.

Sovereign by Design

Everything deploys inside your infrastructure — compliance, data sovereignty and security by default. Your data stays yours.

Platform-Accelerated

Our internal platform of proven patterns and connectors accelerates every build to enterprise-grade quality. Faster delivery, lower risk.

Full Ownership

You receive all source code, logic and integrations. No subscriptions, no shared IP, no lock-in. What we build becomes yours.

Technology

Model-agnostic. Cloud-agnostic. Always.

Built on the foundations enterprises trust — the stack is selected per engagement based on your compliance requirements and existing infrastructure.

LLM Layer

  • OpenAI GPT-4o

  • Anthropic Claude

  • Meta Llama 3

  • Google Gemini

  • Mixtral

Orchestration

  • LangChain

  • LlamaIndex

  • AutoGen

  • CrewAI

  • Semantic Kernel

Vector & Memory

  • Pinecone

  • Weaviate

  • pgvector

  • Chroma

  •  Qdrant

Deployment

  • AWS

  • Google Cloud

  • Azure

  • On-Premise

  • Kubernetes

FAQ

Answers before the conversation

The questions we hear most often — answered directly.

Do we own the AI you build?

Yes — 100%. On delivery we formally transfer all source code, logic, prompt libraries, training data and connectors into your repository. There is no shared IP and no vendor lock-in. What we build becomes yours to operate and extend.

How fast can we see results?

Every engagement is structured around a first measurable win within 90 days. Instead of a multi-year program, we identify the single highest-ROI workflow and ship it to production — then each win funds the next phase.

Where does the AI run — your cloud or ours?

Inside your infrastructure. We deploy in your environment — AWS, Azure, Google Cloud or on-premise — configured for your security policies, data governance and regulatory requirements. Your data never leaves your control.

How long does it take to see ROI from an AI engagement?

Agentic AI refers to systems that autonomously plan and execute multi-step tasks — taking actions, evaluating results, and adapting — without requiring human instruction at every step. Unlike traditional AI that responds to a single prompt, Agentic AI operates like a digital employee: it receives a goal and figures out how to achieve it, using memory, tools, and APIs across systems.

Are there ongoing subscriptions or licensing fees?

No. The Studio is a team you bring in, not a tool you rent. There are no per-seat subscriptions, usage tolls or recurring license fees on what we deliver — you own the solution outright.

Which AI models and tools do you use?

We're model- and cloud-agnostic. The stack — LLMs, orchestration, vector stores and deployment target — is selected per engagement based on your compliance needs and existing infrastructure, so you're never locked to a single provider.

Is the AI supervised, or fully autonomous?

Humans stay in control. Agents are built with guardrails, observability and human-in-the-loop review — they accelerate your people and handle first-pass mechanical work, while judgment, approval and oversight remain with your team.

Start small. Win fast. Scale smart.

We won't propose a 12-month transformation. We identify the single highest-impact workflow in your operation — where AI can cut cost, increase speed, or remove error within 90 days — and we prove it. Every win funds the next, on a foundation that already works.