intelligence for everything you run.

We build AI systems that take over real work, then attack and harden them until they're bulletproof.

Try:
GDPR readyEU AI Act readyRuns on your own servers
Why geist

Automation that pays off,
and holds up when attacked.

Less busywork

Agents take over the repetitive work across sales, support and ops, around the clock, in every channel.

around the clock

Built to defend

Every system gets red teamed before it ships. Security you can show an auditor.

before launch

Shipped, not theory

You get systems that run in production. Quick to set up, supported for the long run.

days, not months

Made for EU rules

GDPR safe architecture, EU AI Act readiness, and on premise options for sensitive data.

EU AI Act ready
Industries

Built for your
industry.

Tailored AI for the realities of your sector.

Finance & Banking

Decisions on clean, live data, with fraud and risk under control.

  • Fraud detection in transactions
  • Automated credit scoring
  • Regulatory reporting
  • Banking chatbots

Insurance

Faster claims and case handling with AI in the loop.

  • AI claims analysis from images
  • Automated underwriting
  • Anomaly & fraud detection
  • Service bots for customers

Healthcare & Pharma

Leaner documentation, compliant by design.

  • Automated doctor's letters
  • AI coding for billing
  • Trial & QC analysis
  • Compliance checks & audit trails

Manufacturing & Industry

Digitalize production and quality assurance.

  • Predictive maintenance
  • Automated quality control
  • Production planning
  • Live tracking

E-Commerce & Retail

Understand customers in real time; steer stock and pricing by data.

  • Product & recommendation systems
  • Intelligent onsite search
  • Dynamic pricing
  • Support bots for shop queries

Logistics

Plan, route and document with data instead of paperwork.

  • Demand & route forecasting
  • Document automation
  • Track & trace
  • Exception alerts

Legal & Professional

Search contracts and policies; draft and review faster.

  • Contract & policy RAG
  • Drafting assistants
  • EU AI Act readiness
  • Documentation ready for audits

Public Sector

Digitalize applications, files and cases.

  • Citizen chatbots for applications
  • Digital case workflows
  • Automated form recognition
  • Clear reporting dashboards

Real Estate

Manage properties, contracts and tickets digitally.

  • Digital property management
  • Maintenance automation
  • Portfolio & rent analysis
  • Tenant portal & service bot
Software solutions

Solutions,
end to end.

Our full capability spectrum, built around your goals.

AI Agents & Workflows

  • Chat & mail bots
  • Process automation
  • Decision logic
  • RAG + tools
  • Knowledge agents
The payoff. Routine runs by itself, decisions follow clear rules, processes get measurably faster.

Web & Backend Development

  • SaaS platforms
  • Admin dashboards
  • Auth & roles
  • Multitenancy
  • API backends
The payoff. One platform instead of silos; systems talk to each other; scales with growth.

App Development

  • iOS & Android
  • Offline mode
  • Push workflows
  • Camera & scan
  • Desktop tools
The payoff. Faster workflows on site, usable without a connection, less paperwork and fewer typos.

Knowledge Management (RAG)

  • Enterprise search
  • Document RAG
  • Law & policy RAG
  • Snippet citations
  • Change tracking
The payoff. Find knowledge in seconds, every answer sourced, fewer questions to experts.

Email & Text Automation

  • Support email
  • Ticket replies
  • Classification & routing
  • Text optimization
  • Multilingual
The payoff. Inbox load off your team; requests sorted and answered automatically; response times drop.

Voice & Speech to Action

  • Speech to text
  • Voice commands
  • Phone automation
  • Meeting transcripts
  • Voice bots
The payoff. Drive processes by voice; meetings documented automatically; ideal for field and noisy environments.

File Processing

  • OCR
  • Extraction
  • Structuring
  • PDF → Excel / CSV
  • Validation
The payoff. Documents read and structured automatically; manual data entry disappears; data ready instantly.

Data Integration & Pipelines

  • API pipelines
  • ETL
  • Data migration
  • Format conversion
  • Reporting
The payoff. Data flows between systems automatically; no double maintenance; a clean basis for analytics.

Data Analysis & ML Models

  • Forecasting
  • Anomaly detection
  • Clustering
  • KPI dashboards
  • Risk models
The payoff. Numbers become clear recommendations; risks and chances visible early; decisions grounded in facts.

Image & Photo Analysis

  • Object detection
  • Quality control
  • Form & receipt recognition
  • Damage analysis
  • Barcode / QR
The payoff. Quality and damage detected automatically; receipts read directly; fewer manual checks.

Backoffice Automation

  • Invoice flows
  • Quote processes
  • Service routing
  • Task routing
  • Notifications
The payoff. Invoices, quotes and tickets run in fixed workflows; less chasing; clear ownership.

AI Security & Red Teaming

  • LLM red teaming
  • Prompt injection audits
  • Guardrail hardening
  • Data leak tests
  • Agent security audits
The payoff. Every system attacked before it ships; vulnerabilities found first; security you can show an auditor.
Service catalog

Everything we build,
grouped by platform.

The full catalog: eight service groups across forge, specter and atlas.

forge · build01

AI Agents & Automation

  • Custom AI agents per role: sales, support, office, recruiting
  • Agent teams, orchestrated
  • Inbound lead bots: 24/7 qualification & booking
  • Outbound cold mailers & AI voice agents
  • WhatsApp, Telegram & Instagram DM bots
  • Internal knowledge agents (RAG on company documents)
  • Workflow automation & email triage
  • Meeting agents: transcript → tasks → CRM
forge · build02

Lead Generation & Sales AI

  • Scraping & enrichment of lead lists
  • Highly personalized outreach at scale
  • ICP modeling & lead scoring via LLM
  • CRM integration & automatic maintenance
  • Quote & proposal generation
  • Sequences that follow up automatically
forge · build03

Content & Marketing

  • Content pipelines: blog, SEO, social
  • Ghostwriting for personal brands (LinkedIn, X)
  • Video repurposing: YouTube → Shorts → posts
  • Image & asset generation (ads, thumbnails)
  • Ad copy & creative variant testing
  • Newsletter automation
  • AI avatars & talking head videos
forge · build04

Data & Knowledge

  • RAG systems: chatbot on your own data
  • Document extraction: PDFs, invoices, contracts
  • Data analysis agents → insights → dashboard
  • Knowledge base setup & maintenance
  • OCR & document classification
  • Reporting automation
forge · build05

Custom Development

  • LLM fine-tuning on your data
  • LLM deployments on your own servers (GDPR safe)
  • Local models for clients with sensitive data
  • API integrations & middleware
  • Custom tools with an AI layer
  • Prompt engineering as a service
specter · attackcore competency

AI Cybersecurity & Red Teaming

We attack your AI before someone else does.
  • LLM red teaming & jailbreak tests against client bots
  • Prompt injection audits of input & RAG pipelines
  • Hardening of system prompts & guards against jailbreaks
  • Adversarial testing with uncensored models as attack tools
  • Data exfiltration tests: does the bot leak secrets?
  • Agent security audits for systems that call tools
  • AI bug bounty
  • Penetration testing assisted by AI
  • AI social engineering simulations for awareness
  • Model audits for compliance (EU AI Act)
atlas · govern07

Compliance & Privacy

  • AI architecture consulting for GDPR compliance
  • EU AI Act readiness assessments
  • AI governance frameworks for companies
  • Data protection engagements combined with an AI layer
  • Setup of data processing agreements for AI tools
atlas · govern08

Consulting & Enablement

  • AI readiness audit: where AI actually pays off
  • AI strategy workshops for leadership
  • Process mapping & automation potential
  • Employee training & internal workshops
  • Tool stack consulting & vendor selection
  • Fractional AI officer: ongoing retainer support
Built for your team

See exactly what we would
build for you.

Pick your function. geist ships AI that fits how you already work.

Sales

Sales

  • Lead qualification around the clock
  • Personalized outreach at scale
  • A CRM that updates itself
Support

Support

  • Cited answers from your docs
  • Fewer tickets, no made up policy
  • On brand, in every language
Operations

Operations

  • Email triage and routing
  • Workflow automation
  • Meeting notes into tasks and CRM
Finance

Finance

  • Invoice and contract reading
  • Reporting automation
  • Ask questions of any document
Recruiting

Recruiting

  • Sourcing and screening agents
  • Scheduling that drops no one
  • Structured scorecards
Legal & Compliance

Legal and Compliance

  • Search across contracts and policies
  • EU AI Act readiness
  • Data agreements for every AI tool
Knowledge

Knowledge

  • Search on your wiki and tickets
  • OCR and document sorting
  • Answers that stay current
Security

Security

  • Red teaming for your bots
  • Prompt injection audits
  • Guardrails that hold
How we work

Our development
process.

A structured, transparent engagement, from first audit to ongoing support.

01

Discovery & Planning

We start by understanding your operation and gathering every requirement, mapping where AI pays off and where it could expose you.

RequirementsGoalsAI readiness
02

Design & Architecture

We design the solution and an architecture built for GDPR, with the data flows and guardrails planned in from the start.

UXData flowsGDPR safe architecture
03

Build & Integration

Our engineers build the agents, automation and RAG, integrated with your existing stack and tools.

AgentsAutomationIntegration
04

Red Team & QA

We attack what we just built, probing for prompt injection, jailbreaks and data exfiltration, then harden it until it holds. This is our core competency.

Red teamingStress testGuardrails
05

Launch & Support

We go live on your servers or the cloud, then keep it running with monitoring and retainer support.

Go liveMonitoringRetainer support
Your knowledge

geist works on top of your files.

Connect your documents and your code. Agents read, cite and act on what you already have, with sources you can check.

Platforms

Three platforms.
One operating system for AI.

FRG
forge
We build AI systems.
Build
SPC
specterCore competency
We attack AI systems.
Attack
ATL
atlas
We govern AI systems.
Govern
GDPR
compliant by design
EU AI Act
readiness assessed
Runs on your servers
full data control
OWASP LLM Top 10
tested against
NIST AI RMF
aligned
Our position

We don't just build AI.
We attack it, before anyone else can.

Most providers ship a chatbot and move on. We build real systems, then we turn the same tools an attacker would use against them, until they hold. Red teaming is our core skill, not an afterthought. Everything we ship is something we already tried to break.

Book a callExplore solutions
Get started

Ready to ship AI you can defend?

One call. We map where AI pays off in your business, and where it could expose you. No slides, no fluff.

FAQ

Questions,
answered.

Do you only build AI, or also secure it?
Both, and that is the point. Building and red teaming are one offer at geist. Everything we ship has already been attacked by us with the same methods a real adversary would use, then hardened until it holds.
Can everything run on our own infrastructure?
Yes. For privacy sensitive clients we run self hosted models on infrastructure you control, GDPR safe by design.
Are you EU AI Act ready?
We run readiness assessments, classify your systems by risk, and build the governance and documentation your auditors and board will accept.
How fast can we start?
A first call takes thirty minutes. Most build work scopes in days, not months, and we stay on for support after launch.
Do you work with our existing stack?
Yes. We connect to your CRM, tools and data through APIs and middleware. We don't sell a tool you have to adopt, we build systems that fit how you already work.