Integration hub — stack-agnostic; acts as glue across ERPs, CMMS, DMS, IoT and field tools
Customer-facingInternalStack-agnostic
Locked to M365 stack — internal use only
Vendor lock-inInternal only
Industrial Domain Knowledge
Technical documentation
Unique
PDFs, manuals, SOPs, images, spreadsheets, videos
Indexes entire documentation bases — thousands of manuals, datasheets & procedures — and retrieves the right answer fast, every time
ReliableFast retrievalSource-citedNo hallucination
SharePoint search available but AI answers are not grounded in docs
Hallucination riskNo citations
Knowledge capture & update
Interviews, service reports, live documentation
Interview staff, generate service reports, and keep documentation up to date with live conversations — via voice or chat
Voice captureChat captureAuto-update KB
AI voice agent
Dedicated phone line backed by AI
Dedicated phone number backed by an AI agent — technicians call to troubleshoot issues, file reports, and query the knowledge base hands-free
Phone numberTroubleshootingReportingKB queries
Basic voice via Teams; not designed for field use or technical workflows
Connected workflows
ERP, CRM, accounting — automated actions
Connects directly to Microsoft Dynamics, Zoho, e-conomic and more — auto-create invoices after a job, draft customer responses, trigger follow-up actions
DynamicsZohoe-conomicAuto-invoicing
Office automation (emails, docs, meetings); no industrial workflow templates
Office only
RFP / RFQ automation
Unique
Drafting and answering tenders
Ingests RFP/RFQ documents, drafts answers grounded in your knowledge base, and exports ready-to-submit responses
Doc-groundedAuto-draft
Generic doc drafting in Word; no tender-specific workflow or doc grounding
Manual setup
Customer portal
Unique
Branded self-serve AI for end customers
Deploy a branded customer-facing AI portal scoped to curated documents — customers get self-serve support without accessing internal knowledge
White-labelScoped accessBranded subdomain
Not available — internal employee tool only
Time-to-first-value
From contract to live in production
< 6 weeks — guided onboarding, doc ingestion, and first workflows live in under two months
< 6 weeks
Weeks for office productivity; months to build any industrial-grade workflow
Months