What can AI do for you?
We build custom AI agents for businesses — integrated with your tools, deployed to your team or customers. Tell us what you're trying to solve and we'll scope it out.
Try a live bot
Real AI agents with real tools — connected to live databases, federal APIs, and web search. Not prompts.
Ask it to generate a BOM, review a design for manufacturability, estimate costs, or write work instructions — with real math and real data.
Give it a tower scope and get a full work package — BOM, grounding plan, crew guidance, closeout checklist. Knows T-Mobile, AT&T, Verizon standards.
Describe a failed part or give it a VIN — it identifies the part, pulls the OEM number, checks availability, and estimates labor.
Ask about stablecoin payments, agent-to-agent commerce, automated invoicing, or how to save thousands on payment processing fees.
Ask about the latest AI news, what different models do, whether AI makes sense for your business — explained simply, no jargon.
These are demos — each persona shows what a real custom bot for that use case would feel like.
Weekly AI news written for business owners — what's shipping, what it means, and whether it's worth your attention.
AI in manufacturing & engineering
An honest breakdown of what AI can actually do today for each department — what works, what doesn't, and what it looks like in practice. No hype, no buzzwords.
Where most companies are right now
Try the live engineering demo above to see this in action — ask it to generate a BOM, run a press fit calculation, or review a design for manufacturability.
What we build
Custom AI bots built around your real workflow. Internal ops, customer support, lead intake, quoting, follow-ups — whatever actually moves the needle.
For You
- Knows your workflow, your preferences, your tools — not a blank slate every conversation
- Handles the stuff you keep doing manually: research, drafting, scheduling, follow-ups
- Privacy-conscious by default — built with API-based model access and careful data handling
For Your Team
- Each person gets an AI scoped to their role, connected to the tools they actually use
- Deploy to the right people and channels — scoped permissions, clear handoffs, and fast iteration
- Persistent memory across sessions — it remembers context, learns preferences, gets better
For Your Business
- Customer-facing agents for intake, qualification, support — Slack, Telegram, SMS, web, email
- Internal workflow agents that replace the copy-paste between your tools
- Sub-agents handle routing, validation, and structured output
Engagement tiers
Start with one focused bot. Grow into a full system. Every tier ships a working v1 fast — then we iterate based on real usage.
- One focused workflow (inbox triage, research, drafting, scheduling)
- Connects to 1–2 tools you already use
- Persistent memory — knows your context, your tone, your preferences
- Web chat or Slack deployment
- Scoped agents per role — sales, ops, support, admin
- Shared knowledge base across the team
- 3–5 tool integrations (CRM, calendar, email, Slack, databases)
- Multi-channel deployment with scoped access controls
- Customer-facing agents running 24/7 in your existing channels
- Full integration stack: CRM, inbox, calendar, databases, internal APIs
- Multi-agent orchestration with routing, validation, and escalation
- Monitoring, logging, failover, and ongoing support
Frequently asked questions
A focused first bot with one workflow and lightweight integrations. Larger builds scale with scope, data, and channels.
Yes — CRMs, inboxes, calendars, databases, spreadsheets, internal APIs, and more.
We build with API-based model access and privacy-conscious handling. Your business context is used to generate outputs for you.
Web chat, SMS, Telegram, Slack, email — we deploy it where your customers and team already are.
Depends on scope, but we aim for a working v1 fast — then iterate based on real usage.
Yes. We can start focused if you want, or build a broader system across teams and channels — it depends on what you need.