Custom AI agents. Built to run inside your business.

We move agentic AI past the prototype: production agents with multiagent orchestration, guardrails, monitoring, and the integration into existing systems most pilots skip. We're an AI, data and software agency in Lisbon, Portugal.

Agentic AI workflow servicesMultiagent architectureAgent orchestrationAgent governance & securityLLM integrationRAG systems

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AI is everywhere. Results aren't.

We deploy production AI systems that close the gap between prototype and production. Guardrails, human oversight, and real-time monitoring, across retail, logistics, healthcare, and financial services.

Awards and recognitions
Dozens
Production AI agents shipped
6-12wk
Pilot to production
100%
Code, prompts, and weights transferred to client

Build the agents. Govern them. Run the workflow around them.

Multiagent Systems & Agent Engineering

Production-grade agents that plan, decide, and act under guardrails. Multiagent architecture and orchestration integrated with the tools your team already uses.

/ Customer service and support automation / Document processing and extraction / Engineering function agents

Agent Governance & Security

Production agents are services, not prompts. Guardrails, evals, and audit trails so your team sees what the agents did and why.

/ Regulated industries / Audit trails and compliance evidence for security reviews / Production hardening for pilots that need to ship

Agentic Workflow Automation

Agents alongside humans, not in place of them. Human-in-the-loop surfaces and operation centers where your team approves, escalates, and oversees what the agents do.

/ Approval chains and decision routing / Document and case workflows with exception handling / Operations dashboards for human–agent oversight

From strategy to production

Ready to put AI to work?

Whether you need an AI readiness assessment, a strategy for your first agent, or a full production build, tell us where you are.

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Twistag team

You'll talk with one AI specialist.

selected case studies

Our recent work on AI & Agents.

View all case studies

European Hospitality Group
Hospitality & Travel

Cutting an EU hotel group's agency staffing spend by 70%

PepTalk
Sports & Entertainment

Five tools collapsed into one agentic AI platform for PepTalk

Tech Stack

The right tools for the right problems.

LLMs & Foundation Models

  • Anthropic
  • OpenAI
  • AWS Bedrock
  • Mistral

Vector Databases & Search

  • Pinecone
  • pgvector
  • Elasticsearch
  • Supabase Vector

Orchestration & Agents

  • LangChain
  • CrewAI
  • Vercel AI SDK
  • N8N

Multi-Modal & Gen-Media

  • ComfyUI
  • Suno.ai
  • Synthesia
  • Adobe Firefly
  • ElevenLabs

Cloud & DevOps

  • Amazon Web Services
  • Google Cloud Platform
  • Cloudflare
  • Vercel
  • Supabase

Observability & Evaluation

  • Langfuse
  • CloudWatch
  • PostHog

SELECTED clients

Behind every logo is a system we engineered, shipped, and scaled.

FAQ

Still have questions?

Book a Discovery Call
Cost follows scope, not a price list. Four things move it. How many systems you need to integrate. How much of the data layer already exists. How much human review the workflow needs. And how long you need the team. A discovery sprint runs 2 to 4 weeks; an MVP runs 6 to 12. After a 30-minute call we send a written proposal within a week, with scope, milestones, team and pricing.
A 30-minute call to understand the problem. Then a written proposal within a week, covering scope, milestones, team and pricing. Most engagements open with a focused 2 to 4 week discovery sprint, which de-risks the scope before full delivery starts.
You own everything. Source code, infrastructure-as-code, prompts, models, evaluation datasets and documentation transfer in full. We document the system and train your team to run it. Taking the work in-house afterwards is a supported outcome, not something we make expensive.
No. Twistag works with companies at any stage. If your data is scattered and unmodelled, the first phase is data work rather than agent work. We will tell you that before you commit, not after.
Twistag embeds, and we work inside your own infrastructure — your repository, your CI, your cloud accounts, your environments. Shared backlog, shared standups, shared definition-of-done. We can run the whole product or add people to squads you already have, and we always say which mode we are in.
Yes — build, train, transfer is one of our four operating principles. We pair with your engineers while we build, document the system, and run walkthroughs before handover. The goal is a team that can run the product without us.

Let’s talk.

If you’re excited to solve real problems and work with teams who move fast and think big, we’d love to meet you.

next steps:

→ We’ll get back to you within 24 hours.

→ Let us know if you require an NDA.

→ You’ll be speaking with one of our tech project managers.

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Startups, scaleups and enterprises