What this looks like.

Law firms accumulate years of case files, legal opinions, and precedent documentation spread across drives, email threads, and legacy systems. Associates spend hours searching for prior work. Off-the-shelf AI search tools produce hallucinated citations, a serious liability risk, and get abandoned. Knowledge walks out the door every time a senior partner retires.

Eule is deployed on the firm's own infrastructure. No client data touches external servers. It reads across case files, precedents, and internal research, returning answers with full source attribution on every response. Associates get prior work surfaced in seconds. The hallucination risk that kills off-the-shelf tools is addressed at the architecture level: Eule retrieves and reasons over what's actually there.

In precision manufacturing and aerospace, critical process knowledge lives in the heads of senior engineers. When they retire, it goes with them. Asking experts to write documentation doesn't work. They're too busy, and prose rarely captures procedural nuance. Compliance requirements make this a regulatory risk as much as an operational one.

Papagei captures structured walkthroughs of critical processes, engineers demonstrate their work as normal, and documentation is produced automatically in the required format. Human review takes a fraction of the time that writing from scratch would. Critical processes that would take months to document can be captured in weeks, engineers stay on their primary work throughout.

Any company that manufactures, develops, or handles dual-use goods or technology has an ongoing BAFA compliance obligation — independent of whether they actively export. Self-assessment is complex: the regulatory corpus is large, updated frequently, and highly technical. The burden typically falls on a small in-house team, often without specialist background. Getting it wrong carries significant penalty risk.

Adler ingests the applicable legal basis and checks documents directly against it. A structured matrix copilot guides the team step by step through each assessment, reducing manual interpretation, closing gaps, and tightening the points where errors accumulate. The result is a compliance workflow that's more consistent, more auditable, and less dependent on individual expertise.

On complex, multi-year engagements, decisions get made in meetings and immediately start to blur. Notes are patchy or missing. Onboarding a new team member means weeks of catch-up conversations. When a key person leaves, their accumulated context, everything discussed, decided, and deferred, often goes with them.

Taube runs across client-facing teams, producing structured meeting outputs, decisions, owners, open questions, indexed to the relevant project and searchable across the full engagement history. Anyone joining mid-stream can understand the complete decision trail in hours. And when someone leaves, their accumulated context stays.

In public offices and municipal bodies, operational knowledge accumulates with specific individuals, often a single secretary or official who has held the role for years. Standing obligations, established workarounds, relationship context, procedural exceptions: none of it is written down, because no one ever built a system to capture it. When that person leaves, there's no offboarding process worth the name. The incoming official starts from scratch, reconstructing from memory, inherited documents they can't interpret, and colleagues who weren't there for the original decisions. Critical things get missed. Months pass before the office runs at full capacity again.

Both tools are deployed within the office's own infrastructure. No data leaves the building. Papagei handles the capture: as the secretary or official works through their processes, documentation is produced automatically, no stopping to write anything down. Decisions, procedures, standing commitments, captured as they happen and indexed as they go. Eule then makes it all queryable. When the handover comes, the incoming official asks Eule what they need to know and gets answers sourced from everything their predecessor captured, cited back to the source. Up to speed in days.