01
Pilots never reach production.
A demo works on clean examples, then breaks on real data, real systems and real edge cases.
AI DEPLOYMENT
Map. Connect. Automate. Adopt.
AI that actually ships, in your tools, with your team. Vendor-neutral, engineered end to end.
Vendor-neutral. We deploy ChatGPT Enterprise, Claude, Microsoft Copilot, Gemini, open-source models and automation platforms, alongside your CRM, data and internal tools.
How a deployment unfolds: map, connect, automate, adopt
Map.
The nodes that matter brighten; scattered pilots and licences fade.
Every company has AI licences. Very few have AI in production. We close the gap.
What does AI deployment mean?
AI deployment is the work of turning AI from a promising pilot into something your teams use every day. It covers choosing use cases that pay back, selecting the right tools, connecting them securely to your data and systems, building agents and automations, training people, and putting governance in place. Engineers do this work, not slide decks.
THE PROBLEM
Why AI stalls after the pilot.
02
The data isn't ready.
Information sits in scattered tools, documents and inboxes that AI can't reach safely.
03
Every team bought a different tool.
Licences pile up, nothing connects, and nobody knows what is actually used.
04
People don't adopt it, and risk is unclear.
Without training, guardrails and a clear policy, teams either avoid AI or use it in ways nobody has approved.
The model is rarely the problem. Integration, data, adoption and governance are.
HOW WE DEPLOY
Four workstreams, one rollout.
01
MapStrategy and use cases.
Find where AI pays back first.
- Process mapping with the teams involved
- Use cases scored on value, feasibility and risk
- A 90-day roadmap with owners and metrics
02
ConnectTools and architecture.
Choose and connect the right stack, vendor-neutral.
- Tool selection: build, buy or partner
- Secure connection to your data, documents and systems
- Security and privacy review of every tool
03
AutomateAgents and automations.
Build AI that does real work.
- AI agents and workflows for multi-step tasks
- Human approval wherever it matters
- Monitoring, logging and quality checks
04
AdoptAdoption and governance.
Make it stick, and make it safe.
- Training and playbooks for each team
- An AI usage policy your people understand
- Usage tracking, and support for GDPR and EU AI Act obligations
CONNECT ONCE
Connect your tools once. Use them from any AI.
We connect your systems through secure connectors, using open standards such as the Model Context Protocol where supported, so your teams get the same data access whichever assistant they prefer.
- HubSpot
- Salesforce
- Pipedrive
- Google Workspace
- Microsoft 365
- Slack
- Notion
- Zendesk
- Intercom
- SharePoint
- Snowflake
- BigQuery
Your AI layer · secure connectors · permissions · logs
USE IT FROM
- ChatGPT Enterprise
- Claude
- Microsoft Copilot
- Your own agents +
USE CASES
Where AI pays back.
Our specialty Sales and GTM
Account research, buying signals, personalised outreach, reply handling and CRM upkeep.
Meet the GTM agents ›Marketing
Content production, campaign operations, and visibility in Google and AI assistants.
Customer service and success
Ticket triage, drafted answers from your knowledge base, and early renewal-risk alerts.
Operations and finance
Document processing, reporting, and procurement workflows.
Internal knowledge
An assistant that answers employees' questions from your own documents and policies.
OUR SPECIALTY
Six agents for revenue teams.
01 / 06
Research Agent
Human checkpoint: Rep reviewsResearch.
A complete account brief before every first touch.
- Company, buyers and context in one page
- Built from websites, news, job posts and your CRM
- Saved to the account record
Illustrative workflow
ACCOUNT BRIEF
Ferro Logistics — expanding to Spain · 3 open sales roles · uses HubSpot
Brief saved to CRMFor GTM work we add our own products: Sogli for signals and attribution, InboxVero for deliverability, and Confhunt for event intelligence. See our GTM engineering ›
GUARDRAILS
AI does the work. People make the calls.
Approval gates: you decide what needs a human before it goes out or changes a record.
Grounded answers: AI works from your approved content and data, not from guesswork.
Full activity log: every action an agent takes is recorded and reviewable.
Data stays yours: tools run inside your accounts, on business plans that don't train on your data.
Privacy by design: personal data is used only for the agreed purpose.
Off switch: any agent or automation can be paused in one click.
HOW TO START
From first conversation to AI in production.
- Start here
AI Readiness Assessment
2 weeks · from €3,500
Use-case map, tool and data review, risk check, and a 90-day roadmap with the 3 use cases to deploy first.
AI Deployment Sprint
6–8 weeks · from €9,500
Two or three use cases in production, connected to your systems, with guardrails, training and documentation.
Managed AI
monthly · from €3,500/month
We run, monitor and improve your agents and automations, and add new use cases each quarter.
Starting with sales? The free GTM Audit is the quickest way in. Get my free GTM Audit ›
ENABLEMENT
We train your people, not just the tools.
01
Hands-on workshops
Role-based sessions using your own work, data and tools.
02
Prompt and playbook library
The prompts, templates and workflows each team uses, documented in your wiki.
03
30 days of office hours
Weekly sessions to answer questions and improve what's deployed.
RESULTS
Measured in time, adoption and outcomes.
Hours saved
Time moved from repetitive work to higher-value work, tracked weekly.
Adoption
Share of the team using the deployed tools every week.
Cycle time
How much faster key tasks get done, from ticket resolution to proposal turnaround.
Business outcome
The metric each use case exists to move: pipeline, resolution rate, cost per task.
FAQ
Questions about deploying AI.
No. We're vendor-neutral and recommend whatever fits the problem. We only bring in Sogli, InboxVero or Confhunt for sales and GTM work where they're the best option.
Built by engineers.Adopted by your people.
In a 30-minute call we'll look at where you are, what's blocking you, and the use cases that would pay back first.