We connect your customers, your team, your data, and the tools that already run your business. Built for legal, retail and SaaS.
We connect directly into your helpdesk, CRM, billing and docs, so the AI works inside your real stack rather than beside it.
Clear automation boundaries, source grounded answers, and escalation logic for sensitive or regulated requests.
Every system ties to a number: deflection, response time, conversion, churn risk or hours saved.
We launch focused pilots, prove value, then improve with live usage data instead of betting on a big rollout.
We do not just add a chatbot. We build the connective layer between your customers, your team, your data, and the systems that run your business.
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 that 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 we 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.
Thanks for reaching out. Here is our help doc on integrations.
Pulled their Stripe and Mixpanel data. The 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 the matter, request documents, send the engagement letter, create the matter in Clio, then queue it for staff approval.
ExploreSizing from the live catalog, order status from Shopify and ShipStation, recurring complaints surfaced to the owner.
ExploreAnswers grounded in approved documents, with references, confidence and a clean escalation path.
ExploreRead and write across helpdesk, CRM, billing and docs so records stay in sync without manual cleanup.
ExploreWe start with how your team actually works, not with a model. Tool selection comes after we understand the real process, the data, and where automation should stop.
Validation, routing, retrieval from your systems, execution, synthesis and a supervisor check. Not one model call and hope.
No black boxes and no rip and replace. We start with a focused audit, prove value on one real workflow, then scale across your team.
We map where automation can cut manual work, speed up response times, and create measurable ROI across your current tools.
We build and connect one high impact workflow end to end, grounded in your data and wired into your stack, with human review where it matters.
Expand from one proven workflow to a connected system across support, CRM, knowledge and operations, with governance and analytics built in.
Most clients start with a single workflow pilot. Low risk, high signal, and a real result before you scale.
We go deep rather than wide. Each of these has its own researched pain points, cited figures and workflows written out end to end, so we already understand your tools and your edge cases before the first call.
Most engagements land on infrastructure you already run. We fit into it rather than asking you to move, and the integration layer is usually where the timeline actually goes.
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.
Pilot first and low risk. NDA available. We reply within 24 hours.