AI shaped around your business. Make knowledge easier to use. Improve recurring workflows. Support better-informed decisions. Strengthen security and governance. Turn expertise into working solutions.
Start from a recognisable business need, then shape the technology around your people, information and constraints.
Four areas where controlled AI resolves practical friction.
Each solution integrates with your existing repository and communication tools, presenting structured drafts for employee review rather than taking autonomous actions.
Internal Knowledge
Find verified answers across past proposals, technical memos, and contract libraries with exact clickable source citations.
Zero external model training on your internal documents.
Document Operations
Extract structured data from supplier forms, incoming invoices, and standard administrative records with anomaly flags.
Operators verify low-confidence fields before ledger updates.
Client Requests
Sort, qualify, and prepare first draft responses for customer service tickets based on approved guidance notes.
No communication sends without team sign-off.
Outreach & Briefs
Synthesize target account profiles, industry news, and proposal templates into concise briefing dossiers.
Sales directors validate targeting logic and tone.
Every solution surfaces confidence scores and flags ambiguous source text for expert resolution.
Hosted in Swiss data centers with strict tenant and role-based segregation.
Explore your field
The examples below show where teams in different fields could reduce preparation work, find information more easily or respond with better context. The starting point depends on your own process and tools.
We start with your tools and working methods to define one workflow to test and a way to measure its usefulness.
Real estate agencies
Less research, more time for your mandates.
Bring together the information needed for valuations, identify mandate opportunities and prepare your next commercial actions using your existing tools and sources relevant to your agency.
Fiduciaries
Less chasing and repetitive preparation.
Identify missing documents, prepare files for review and find guidance relevant to each mandate. Your team can focus its review on the points that need its expertise.
Wealth management
Better preparation for your analysis and meetings.
Find relevant internal research and documents, gather reporting material and prepare meeting follow-up. Sources and access rights remain defined, with review by your team.
Importers, exporters and distributors
Bring information together to prepare purchasing decisions.
Combine relevant trade agreements, product data and supplier information to compare cost and replenishment scenarios. Your team checks the assumptions and makes purchasing decisions.
Law firms
Better organization for internal precedents and matter files.
Quickly locate approved templates and prior briefs, and index complex exhibits without compromising attorney-client confidentiality.
Insurance brokers
Compare policies and prepare renewals without re-keying.
Standardize general terms, deductibles and premiums across multiple carriers into a clear comparison, under certified broker review.
Creative businesses and galleries
Showcase your work and prepare publications without fragmentation.
Compile exhibition documentation, artist biographies and project notes into polished working dossiers, under your editorial direction.
Dental practices
Dental practices: spend less time assembling administrative files.
Bring approved forms and correspondence together, identify missing information and prepare routine follow-up for your team to review. Clinical decisions and billing remain with the practice.
Medical practices
Sort and index incoming reports with strict medical confidentiality.
Organize administrative intake and indexing of specialist letters and diagnostic reports prior to clinical review, under complete medical secrecy.
Associations, foundations and NGOs
Organise requests and share collective knowledge.
Small teams often spend disproportionate time consolidating reports and handling recurring requests. Organise requests, prepare reporting and make institutional knowledge easier to use, under your control.
Municipalities
Clearer information for everyday administrative work.
Assist administrative teams in handling recurring citizen requests and preparing council meeting files using approved official sources, with clearly defined access rights.
Explore the work your team handles
Choose a task you recognise. Each example shows what could be prepared or brought together, and what your team would still review or decide.
Sales and marketing
Target account research, inbound enquiry qualification, commercial proposal preparation and regular newsletter structuring.
Your team confirms target fit, contact conditions and message content before any external outreach.
Find opportunities and prepare sales follow-up
Bring account research, relevant signals and sales history together into a sourced brief.
Qualify and route inbound enquiries
Organise incoming requests and route them to the right owner with useful context.
Prepare targeted and coordinated outreach
Prepare tailored contact drafts linked to communication history, avoiding conflicting touches.
Prepare tailored commercial proposals
Assemble stated requirements, pricing and relevant references into a reviewable draft proposal.
Structure a regular newsletter
Select relevant topics from recent work and prepare a publication draft for review.
Internal knowledge
Quickly retrieve prior briefs, approved templates and reference data dispersed across internal repositories.
Every output cites the exact consulted sources. Your team verifies facts and hypotheses before use.
Retrieve and verify internal knowledge
Search across internal documents with verifiable citations under strictly maintained access permissions.
Prepare summary briefs and framing notes
Condense complex dossiers or preparatory meetings into structured briefs with highlighted review items.
Maintain document governance
Define authorised data boundaries, permission assignments and audit logs.
Documents and operations
Data extraction from recurring forms and correspondence, document tracking and file review preparation.
Confidence thresholds and anomalies are highlighted for review. No accounting or legal change is confirmed automatically.
Process administrative documents and correspondence
Extract key information from supporting documents and prepare structured review summaries.
Prepare operational briefs
Assemble status items, milestone reports and priority action lists for your operational teams.
Connect performance data to operational decisions
Combine recurring metrics without manual spreadsheet collation to inform planning and management choices.
Client relationships
Organisation of recurring client or partner requests, preparation of factual response drafts and tracking of agreed commitments.
Client communication remains with your team. The workflow prepares context and supporting documents.
Handle recurring requests with complete context
Bring relationship history and approved standard responses together to draft a clear reply.
Qualify and route service requests
Sort incoming inquiries by urgency level and the required operational specialty.
Client and employee onboarding
Tracking required intake documents for new client files or employee arrivals, with automated completeness checks.
Compliance verification, identity confirmation and access authorisation remain under the signature of a designated manager.
Support new client onboarding
Track submitted files, spot missing forms and prepare file opening summary checklists for review.
Facilitate new employee onboarding
Make relevant internal guides, standard procedures and key onboarding milestones easily accessible.
Let's define one workflow to test together.
We start from your existing tools and working methods to identify a repetitive task and measure its practical value. No confidential documents are required for the initial conversation.