Built with
Every project includes
- Weekly demos in staging
- Documented rollback plan
- Docs and handover
- Support after launch
How we approach it
We connect models to your systems through proper APIs and webhooks, with the same permissions your people have and a log of every action taken. Nothing gets write access it does not need.
Integrations are where AI projects usually stall, because the demo never had to deal with rate limits, partial data or a system that is down. We design for those from the first day.
See it working before you talk to anyone.
What we build
AI Integration, end to end.
CRM and sales tools
Lead summaries, call notes, follow-up drafts and data clean-up inside the CRM your team already uses.
Helpdesk and support
Ticket triage, suggested replies and automatic tagging inside your support desk, with agents staying in control.
ERP and back office
Invoice matching, order updates and exception handling wired into the systems that run your operations.
Messaging channels
AI answering on web chat, WhatsApp, SMS and email, all logging back to one record of the conversation.
Custom connectors
Purpose-built connectors for systems with no off-the-shelf integration, documented and handed over.
Security and permissions
Scoped API keys, least-privilege access and audit trails, so AI can only do what it has been allowed to do.
How it runs
From first call to production.
- 1
Discovery call
The problem, the people affected and what success looks like, in your words.
- 2
Written plan
Scope, success metrics and what you will see each week, agreed before any code.
- 3
Weekly builds
Working software in staging every week, not a reveal at the end.
- 4
Staged launch
Released in steps, with monitoring and a documented way back.
- 5
Handover or support
Docs, access and training, or we stay on to run and improve it.
Case studies
Work we've shipped
Enterprise Technology & Business Operations
Connecting AI assistants to enterprise databases and business apps through the Model Context Protocol
Read the case study →Dental / Healthcare SaaS
Turning lapsed dental patients back into recurring revenue with AI-personalized outreach
- 496
- Patients recovered across featured practices
- $33.5K
- Revenue recovered by one practice
Business Automation
Cut manual work 70% with a centralized AI workflow platform
- -70%
- Manual work reduction
- -60%
- Workflow execution time
Where it fits
Industries we build this for
SaaS & Platforms
AI workflow platforms and the infrastructure under them.
Ecommerce & Retail
Support, product data and order updates that run themselves.
Automotive & Dealerships
Instant lead response, service booking and inventory answers.
Collections
Compliant outreach, payment plans and follow-ups at scale.
Usually not. We work through the APIs and webhooks your tools already offer. If something has no API, we look at safe alternatives before suggesting any change.
Anything with an API, and many things without one. CRMs, helpdesks, ERPs, booking systems, payment providers and internal databases are all common.
The integration queues work, retries safely and alerts your team. It never guesses or silently drops a task.
A single, well-defined integration is often a few weeks. We scope it precisely once we have seen the systems involved.
Related services
More in AI
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AI Testing & Monitoring
Test suites, tracing and cost tracking, so you know the AI is right before your customers find out it isn't.