We connect your customers, your team, your data, and the tools that run your business — customer support agents, knowledge assistants, CRM and workflow automation — built around your real workflows, with escalation and human oversight by design.
We don't just add a chatbot. We build the connective layer between your customers, your team, your data, and the systems that run your business.
We connect directly into your helpdesk, CRM, billing, and docs—Zendesk, HubSpot, Stripe, Notion—so the AI works inside your real stack, not beside it.
Clear automation boundaries, source-grounded answers, and escalation logic for sensitive, high-value, or regulated requests. The AI knows what it cannot do.
Every system ties to a number—deflection, response time, conversion, churn risk, or hours saved—surfaced in dashboards your team actually reads.
Built around real workflows, not hype. We launch focused pilots, prove value, then improve with real usage data instead of betting on a big-bang rollout.
A chatbot dropped on the site, disconnected from your tools
Unclear questions, missing data, permissions, escalations
Wrong answers, no handoff, no system of record updated
AI fails when it is treated like a standalone widget. Real businesses need systems that understand their data, permissions, escalation paths, and edge cases — and connect to the tools they already run on.
We start with your workflow, set clear automation boundaries, and ground every answer in your approved documents and live business data — then wire it into the tools your team already uses.
Not a chat widget. Integrated systems that read and write across your tools, escalate to your team, and turn conversations into action—for legal, retail, and SaaS.
Helpdesk to CRM, billing & churn
A trial account opens a ticket: can't connect their billing integration, two days before trial ends.
Thanks for reaching out! Here's our help doc on integrations. Let us know if that helps.
Pulled their Stripe and Mixpanel data—integration failed on a permissions scope, and they have not hit activation. Answered with the exact fix, summarized the ticket into HubSpot, flagged the account as churn-risk, and created a follow-up task for their CSM before the trial ends.
Qualify, collect, schedule, file
A new personal-injury lead fills out the website form at 9pm on a weekend.
Thanks, someone from our team will get back to you during business hours.
Qualified the matter against the firm's intake criteria, asked the right follow-up questions, requested the police report and medical records, sent a DocuSign engagement letter, booked a consultation, and created the matter in Clio—then queued it for a paralegal to review and approve.
Catalog, orders, returns & insight
A shopper asks: will these run shoes fit if I'm usually a 9.5, and where's my last order?
Please check the size chart on the product page, and track your order using the link in your email.
Checked the catalog—this model runs narrow, so recommended a half-size up—and pulled their order from Shopify: shipped, arriving Thursday via ShipStation. Logged the recurring 'runs small' complaint to the owner's dashboard and triggered a Klaviyo review request for their last delivered order.
Every system starts with an AI workflow audit of the tools you already use.
See How We WorkNo black boxes. No rip-and-replace. We start with a focused audit, prove value on one real workflow, then scale across your team — connected to the tools you already use.
No sales pitch. We map where automation can cut manual work, speed up response times, and create measurable ROI across your current tools.
You walk us through your workflows and tools
We assess feasibility, data, and escalation needs
Honest go/no-go and a prioritized workflow
We build and connect one high-impact workflow end to end — grounded in your data, wired into your stack, with human review where it matters.
Workflow discovery and system access
Build, integrate, and source-ground the workflow
Test on real scenarios, then launch with your team
Expand from one proven workflow to a connected system across support, CRM, knowledge, and operations — with governance and analytics built in.
Roll out additional workflows and integrations
Permissions, governance, and accuracy testing
Team training, ownership handoff, and tuning
Most clients start with a single workflow pilot.
Low risk, high signal. See a real result in 4 weeks before you scale.
Native apps, APIs, webhooks, or automation middleware — we meet your stack where it is, instead of forcing your team into a new one.
Customer support, CRM, knowledge, billing, and operations — wired together and kept under human control.
We go deep in three industries — so we already understand your tools, your edge cases, and where AI must stay under human control.
Client intake and qualification, matter-specific document collection, and internal knowledge search across templates and prior work — with human review, audit trails, and confidentiality built in.
Clio · MyCase · Lawmatics · NetDocuments · DocuSign
Shopping and support assistants connected to your catalog, orders, and policies — plus review mining and daily summaries that surface complaints, conversion blockers, and inventory issues for the owner.
Shopify · Gorgias · Klaviyo · ShipStation · Yotpo
Support agents trained on your docs, tickets, and changelogs — with triage, CRM updates, onboarding help, and churn-risk alerts that turn customer conversations into product and revenue intelligence.
Intercom · Zendesk · HubSpot · Stripe · Mixpanel
Book a 30-minute AI workflow audit. No sales pitch — we map where automation can cut manual work, speed up response times, and create measurable ROI across the tools you already use.