Connect AI into the tools your teams already use
We integrate assistants, retrieval, and automation into your systems of record, so people get value without changing where they work.
What We Integrate
Productivity suites: Microsoft 365, Google Workspace, Slack, Teams, SharePoint
Customer platforms: Salesforce, ServiceNow, Zendesk, Dynamics, HubSpot
Data and content: data warehouses, data lakes, object stores, vector stores, document, and knowledge repositories
Operations and engineering: Jira, Confluence, Git platforms, CI and CD, observability tools
Security and identity: Okta, Azure AD, role-based access, logging, and audit
We are vendor neutral and designed for portability, so you avoid locking in and evolving as the market changes.
Common Integration Patterns
Retrieval and answers: accurate responses with citations from approved sources inside Slack, Teams, or a CRM
Workflow copilots: draft, review, and route items inside the case or ticket view
Decision support: summaries, scores, and explanations at the point of decision
Document automation: intake, classification, drafting, and QA in existing forms and templates
Knowledge capture: turn conversations and artifacts into reusable knowledge with approval and versioning
Engagement Model
Orientation, one to two weeks
Confirm the business outcome and target roles. Select target tools and data sources. Align on risk tier and success metrics.
1
Build, thirty to ninety days
Stand up connectors and retrieval. Design prompts, tools, and UX inside the host application. Implement evaluation for quality, cost, and latency. Release to a pilot group with controls and audit evidence.
2
Scale, next ninety days
Harden and extend. Add observability and role-based access. Expand to additional groups and adjacent workflows. Publish playbooks and training.
3
Transfer, ongoing
Enable your teams to operate and enhance the solution. Establish review rhythms and light audits.
4
Deliverables
Working integration inside your target tools
Connectors and retrieval over approved sources with citations
Evaluation dashboard for quality, cost, and latency
Governance pack with risk tiering, approvals, and audit trail
Enablement kit with quick references and office hours
Security, Privacy, and Compliance
Data residency and retention aligned to policy
Role based access and least privilege
Prompt and template versioning with change control
Decision capture and evidence retention
Red team exercises and bias screens where applicable
Metrics We Track
Time saved per task inside the host tool
Adoption and sustained usage by role
Answer quality and citation correctness
Cost per interaction and latency
Objective completion and variance to plan
Pricing and Formats
Lighthouse integration: fixed scope, single workflow, thirty to ninety days
Scale package: additional workflows or new groups, adds observability and change operations
Advisory add on executive checkpoints, architecture, and policy reviews
Commercial terms can be aligned under MSA, SOW, and NDA.
Pricing and Formats
Lighthouse build: fixed scope, single use case, thirty to ninety days
Scale package: additional use cases or new groups, adds observability and change operations
Advisory add on executive checkpoints, policy, and architecture reviews
Commercial terms can be aligned under MSA, SOW, and NDA.
FAQs
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No. The experience lives inside the tools they use every day.
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Yes. We implement role-based access and support regional controls.
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No. We work with what you have and design for gradual evolution.
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We use retrieval with citations, evaluation thresholds, and human approval for higher risk actions.