Engineered assistants for any business.
We build AI teammates shaped to your tone, your formats, your workflow — so the repeatable work moves off your team.
Sales + Analytics
Combined report · 1 task running
Sarah
Q1 sales analysis — joined with website traffic
Generating spreadsheetHere's the Q1 summary:
What we build
Off-the-shelf AI is generic. Ours is shaped to the way your business actually runs — accurate, fast, and ready to scale across teams and markets.
Built on Claude (Anthropic).
Custom skills
One job, perfectly executed.
A skill is a focused playbook for a single task — a monthly report, a customer reply, a system migration. We write each one in your language and your formats, with the helper scripts and templates your team already uses baked in. The assistant doesn't improvise. It follows your process, every time.
Custom connectors
Inside your stack, not next to it.
Your assistant works directly with the tools you already run — Microsoft 365, Google Workspace, Slack, your ERP, your warehouse. We wire up production-ready connectors for standard apps and build dedicated MCP servers for your specialised systems, so the assistant can read, write, and ship under your credentials — your data stays under your credentials; only inference requests go to Claude, never your raw stack.
Custom plugins
Workflows, packaged.
For jobs that take more than one step, we bundle the right skills and connectors into a single plugin. Install once; the assistant pulls together the correct sequence whenever the work calls for it. One install, full workflow coverage.
How we engage
Discover, build, operate — a working assistant in your team's hands within weeks, not quarters.
Discover
Map your processes.
We sit in on your team's actual work, document the high-volume tasks, and identify where automation pays off fastest. You get a written scope before anyone writes code.
Build
Skills, connectors, plugin packaging.
We assemble the skills your team needs, wire up the connectors to your stack, and bundle them into plugins. Deployed under your credentials, in your environment, with you in the loop.
Operate
Monitoring, iteration, new use cases.
Production support, continuous tuning, and new skills added as your team finds more places to apply them. A real partnership, not a hand-off.
How it connects
Hover any node to see a tool or MCP up close. Each one is a custom build, connected to the categories below it.
Categories
Tools & integrations
Categories
Pick the categories that matter for your business — we tailor the assistants, skills, and tool integrations around how your team actually works. Click any card to see how we'd approach it.
Category
KPIs and trends, on demand.
Category
Pipeline and performance, summarised for you.
Category
Campaigns, creative, and performance — under one assistant.
Category
Your site, kept current — automatically.
Category
Every customer conversation, captured and continued.
Category
P&L, budgets, forecasts — always current.
Category
Master files, codebooks, and paperwork — handled.
Category
Contracts and compliance — reviewed before they bite.
Category
Inventory and movement, watched in real time.
Selected work
Two examples of what custom skills + connectors look like when they're actually running in a business. Reach out for the full list with references.
Retail
Monthly performance report
8 hours of Excel → 60 seconds.
Multi-brand retailer running 14 markets and 3 brands. The monthly commercial review used to require a senior analyst pulling data across Power BI, the ERP, and three regional spreadsheets — a full working day per cycle. We built a plugin that does the same work end-to-end on demand. The team now runs it weekly instead of monthly.
Per report
8 h → 60 s
Cadence
1× → 4×
Source of truth
Manual → Audited
E-commerce — in production
AutoContent
Catalog imagery, end-to-end automated.
A working pipeline for processing product imagery at scale — background removal, ghost mannequin, model overlay, batch reorder, and AI-generated descriptions in your brand voice. Built on Modal GPU + Anthropic Claude. Runs against the same Excel intake an editor would touch by hand.
Per 200-SKU batch
≈6 h → 15 min
Editor load
Manual → Reviewer-only
Workflow
1 task / person → End-to-end
Security & data
We deploy the assistant inside your environment, under your credentials. Only inference requests cross the wire — your records, your documents, and your customer data stay where they are.
Your environment
MCP servers and connectors run inside your VPC (AWS / Azure / GCP) or our isolated EU tenant, under credentials you control.
Inference only
Only the inference request goes to Claude — never your raw stack. Anthropic does not train on your data under their enterprise policy.
GDPR-aware
EU-region deployments by default. On-prem and air-gapped options available for regulated industries.
Auditable
Every assistant action is logged with who, what, when. Rotate credentials, revoke a skill, replay a thread — your operations team stays in control.
Why Claude
Three things matter when you're putting an AI inside a real business: how well it follows instructions, how much it can see at once, and how cleanly it connects to the rest of your stack. Claude wins on all three.
Instruction-following
Survives long, complex prompts with nested rules. The same skill works on a 50-row report and a 50,000-row one — no quiet drift halfway through.
200K context window
Long enough to hold a real business document, a master spreadsheet, and your house style guide in the same conversation. No chunking gymnastics.
MCP standard
Model Context Protocol is the open standard for letting an assistant act inside any system. We use it to connect Claude to anything you run.
OpenTurtle is an Anthropic-aligned shop. Everything we ship runs on the same foundation Anthropic uses internally.
Get in touch
Tell us where the manual work is, what your stack looks like, and what your team wishes someone else would handle. We'll come back with a written scope and a fixed-cost first phase.
What happens next
Reply within 1 working day
We confirm a fit before scheduling time.
30-minute intro call
Walk us through your workflow. We listen first.
Written scope
Discover phase, fixed cost, hard deliverables.
© 2026 OpenTurtle — Engineered automation
