Inbox zero, automated
Classify, summarize, draft, and route every inbound email. Your team reviews drafts instead of writing them.
Claude & LLM Automation
Claude-powered workflows that replace the work nobody wants to do.
We design and ship LLM automations that actually hold up in production. Not prompt-engineering demos — real workflows with evaluation, guardrails, fallbacks, cost control, and human-in-the-loop where it matters. Claude 3.5/4 as the default reasoning engine, agent SDKs where tool use and multi-step tasks are needed, and traditional code around it so nothing hallucinates your revenue away.
What's included
Capabilities
- Email and ticket triage with automated drafts and routing
- Document extraction, summarization, and contract review
- Custom internal copilots on top of your data
- Multi-step agents using Claude Agent SDK and tool use
- Evaluation, prompt versioning, cost and latency budgets
- Guardrails, PII redaction, and audit logging
What you walk away with
Outcomes
- 5–20× speedup on repetitive knowledge work
- Cost per task measured in cents, not dollars
- Measurable quality — every release is eval-gated
- Your team stops copy-pasting into ChatGPT
Where it fits
Typical use cases we deliver against.
Every business is different. Every build is tailored. These are the patterns we see most often — and where we move fastest.
Document intelligence
Extract structured data from contracts, invoices, leases, and reports. Push clean rows to your database or ERP.
Internal knowledge copilots
A Claude-powered assistant that knows your SOPs, your tickets, your products, and your client history.
Quality assurance at scale
Auto-grade calls, chats, and support tickets against your rubric. Flag coaching moments before they become churn.
Tooling
The stack we lean on for this.
We are tool-agnostic. These are the defaults we know deeply and can deploy with confidence. Your team's existing stack almost always fits in.
Claude 3.5 & 4 Anthropic API Claude Agent SDK OpenAI LangGraph LiteLLM Vercel AI SDK
FAQ
About Claude & LLM Automation
Why Claude specifically?
For most enterprise workflows — long context, strict instruction-following, tool use, and document reasoning — Claude outperforms. We will still pick GPT, Gemini, or an open model when the job calls for it.
How do you prevent hallucinations?
Retrieval-grounded answers, strict output schemas, tool use instead of free-form reasoning, eval suites run on every change, and human-in-the-loop for high-stakes actions.
Who owns the prompts and code?
You do. Fully. We deliver source, evals, and deployment configs so you are never locked to us.
Related services
Often paired with
AI Customer Support
Resolve 70%+ of tickets automatically. Keep the ones that matter.
AI support stacks that handle WhatsApp, Telegram, email, chat, and voice — trained on your docs, backed by your team, measured on CSAT.
- Omnichannel coverage: WhatsApp bots, Telegram bots, email, chat, SMS, voice
- Claude + OpenAI powered, RAG-grounded answers from your help center and SOPs
- Ticket triage, tagging, routing, and drafting
Web Apps & Websites
Marketing sites that rank. Dashboards that scale. Portals that save hours.
From conversion-focused marketing sites to full internal platforms — fast, accessible, AI-enabled by default.
- High-performance marketing sites (Astro, Next.js)
- Custom web apps and SaaS platforms
- Internal portals, admin dashboards, operator tools
Mobile Apps with AI
iOS and Android apps people actually open twice.
Native-quality mobile apps built with React Native or Swift/Kotlin, with AI features designed into the core loop.
- iOS and Android from one codebase (React Native) or native per platform
- Push notifications, deep linking, and in-app messaging
- Offline-first architecture and sync
Start where it pays back fastest
Ready to scope a claude & llm automation project?
30-minute call. We'll ask sharp questions, point at the quickest win, and tell you honestly whether we're the right team.