Clarity at a glance, depth on demand
Interop Systems turns complex policy and technical material into clear, structured reference content—a vetted, versioned document that sets your position, key facts, and do/don’t guidance. We then configure AI agents to answer from that reference first, with citations to vetted sources. You get instant, consistent answers—and downloadable depth for high-stakes conversations.
The model, the impact, the fit
How it works
Structured reference (our core deliverable): a vetted, versioned document that sets your position, key facts, and do/don’t guidance—downloadable and meeting-ready.
Answering agent: governed Q&A that cites the structured reference first, then vetted supporting materials; every answer shows date, version, and sources.
Clarity first: clear hierarchy and accessible formatting reduce misinterpretation, speed adoption, and lower risk.
Outcomes that matter
Consistency: one narrative reduces drift across regions and teams.
Speed: seconds to answers; days to update after policy changes.
Trust: auditable citations and “as-of” banners; fewer escalations.
Reuse & scale: the same reference powers one-pagers, slides, talking points, and media lines.
Where it fits
Functions: strategy, policy, governance, and corporate responsibility
Organizations: companies, government agencies, and NGOs
Contexts: sensitive, high-impact topics where wording carries regulatory or reputational consequences
Examples: sustainability/ESG, cybersecurity, responsible AI, AI governance, privacy, digital safety
See how this works on your topic
Share a bit about your policy/technical area and we’ll walk you through how a structured reference and AI agent would look in your context. Book a 20-minute intro.
Mini FAQ
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No. We craft a vetted, versioned primary reference (position, key facts, do/don’t) and configure AI agents to answer from it first—with citations to vetted sources.
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No. We curate what you already have, resolve conflicts, and version a single reference; the agent inherits it.
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Typically days, not weeks to stand up a usable reference outline and agent that cites it—scope and corpus size drive the pace.
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Microsoft 365 ecosystems primarily (Copilot/SharePoint/OneDrive) and standard enterprise repositories. We configure governed retrieval (reference → vetted → archived) and answer banners (date, version, sources).
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Your teams keep materials current; we set structure, versioning, and retrieval rules so answers stay consistent as content evolves. We can own updates or hand over cleanly.
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We work under NDA, keep sources in your systems of record, and maintain clear approval trails (version, owner, as-of date).