AI-ready data. The foundation under every agent.

Every AI investment depends on what sits beneath it. We engineer the pipelines, retrieval indexes, and agent-readable governance that turn scattered data into something AI can actually run on.

AI-ready data pipelinesRetrieval indexes for RAGAgent-readable data governanceETL & integrationsCloud migration & DevOpsReal-time streaming & analytics

Book a Discovery Call

Built for data your agents can actually read.

Millions of ETL flows running in production. Fifty-plus enterprise integrations shipped. ISO 27001 from day one. The data layer behind every AI system we run.

Awards and recognitions
Millions
ETL data flows processed daily across client pipelines
50+
Integrations built for martech, data, and ads platforms
ISO27001
Compliant infrastructure delivery

Build the platform. Govern the data. Connect the systems.

AI-Ready Data Platforms

Pipelines, vector storage, and retrieval indexes — the data layer multiagent systems read from in production. BI keeps working while agents read from the same source of truth.

/ RAG and retrieval pipelines for domain-specific agents / Vector databases and embeddings for unstructured data / Data warehouse modernization

Strategy & Governance

Quality, lineage, and access controls a multiagent system can operate inside. Agents read safely without breaking compliance.

/ GDPR and regulated-data compliance for AI access / Lineage tracking for AI training and audit / Schema and access governance for production agents

System Integration

Agents are only as useful as the tools they can call. We connect APIs, internal systems, and third-party platforms under access controls and rate limits.

/ Martech and ads platform integrations / Agent tool integrations / Real-time event sync across CRM, ERP, and CDP

From pipelines to production.

Ready to put your data to work?

Whether you need to build a data platform, connect your systems, or get your infrastructure AI-ready, tell us where you are. We'll take it from there.

Book a Discovery Call
Twistag team

You'll talk with one data specialist.

selected case studies

Our recent work on Data & Cloud.

View all case studies

European RegTech Startup
SaaS & Platforms

Automating regulatory diligence for cosmetic brands: 75% saved

Shoplater
Retail & E-Commerce

A mobile bookmarking app with AI shopping recommendations

Tech Stack

The right tools for the right problems.

Cloud platforms

  • AWS
  • Google Cloud Platform
  • Microsoft Azure

Warehouses

  • Snowflake
  • Google BigQuery
  • Databricks
  • Amazon Redshift

Pipelines & ETL

  • dbt
  • Apache Airflow
  • Airbyte

Streaming

  • Apache Kafka
  • Amazon Kinesis

Vector & search

  • Pinecone
  • PostgreSQL (pgvector)
  • Elasticsearch
  • Supabase

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.

trusted by 50+ Clients & partners

Startups, scaleups and enterprises