Integration & Embedding.
The best AI agent is one your team doesn't have to open a new tab for. We integrate AI into Epic, Guidewire, NetDocuments, Dynamo, Salesforce — or wherever your team actually works. Plus Ethora chat where conversational is the right interface.
Embed the agent. Don't make people open a new tab.
The dropoff from adoption to abandonment correlates strongly with context switching. An AI agent that lives inside the tool your team already opens gets used; one that requires opening a separate web app gets used twice and then forgotten.
We embed agents into your team's existing primary tools. Where the tool has APIs and embedding points, we use them. Where it doesn't, we build the integration layer — including for systems that pre-date AI by decades and have no native embedding model.
For workflows where conversational is genuinely the right interface, we build chat experiences on top of Ethora, our own self-hosted chat and agent platform. That's the same stack powering the personas on this site.
Systems we routinely integrate AI into.
- Epic
- Cerner
- Athena
- Meditech
- Veradigm
- Guidewire
- Duck Creek
- Majesco
- Insurity
- NetDocuments
- iManage
- Clio
- Litera
- DocuSign
- Dynamo
- Allvue
- Backstop
- iLEVEL
- Salesforce
- i2 Analyst's Notebook
- Maltego
- Nuix
- Relativity
- Synergy
- Hudl
- Catapult
- KINEXON
- Ticketmaster
If your system isn't listed and has any API surface, we can integrate with it. If it has no API at all, we'll tell you on the scoping call — sometimes the right answer is to upgrade the underlying system first.
Integration is more than an API call.
Integration done properly handles identity (SSO via Okta, Azure AD, Google Workspace), authorization (per-user, per-matter, per-account scoping), audit logging into your existing SIEM, and accessibility. We treat all four as first-class concerns, not afterthoughts.
Where the target system has compliance constraints (Epic integrations have HIPAA implications, NetDocuments integrations have privilege implications), the integration architecture maps into the same compliance map as the rest of the AI system. Compliance is a property of the whole, not just the model layer.
Discovery Sprint maps the integration surface.
Build engagement integrates and ships. T&M $200-280/hr blended.