Automation work built for teams that need operations to move better.
Ductio designs the process, connects the systems, adds AI only where it improves operational judgment, and leaves clients with workflows their teams can understand, inspect and keep improving.
70% less prepAgentic outbound research pipeline
Human search directions become candidate pools, suppression checks, company/contact research, approved outreach and follow-up tracking.
7h/week savedInbound lead intake and CRM relay
For a medium-sized B2B SaaS team, every website request enters a validated, researched and sales-ready workflow connected to HubSpot.
3h to 30 minMarket intelligence to content brief
Trusted market signals mature into timely editorial opportunities, each carrying evidence, relevance and a compelling reason to publish now.
80% less follow-up adminMeeting notes to project actions
Every meeting closes with a usable operating record: decisions, owned actions, client commitments, risks and a reviewed follow-up.
Finance-ready at handoffFinance invoice handoff
A won deal crosses a billing-readiness gate, turning commercial momentum into a clean path toward invoicing and cash collection.
Blockers visible before kickoffContract, NDA and access readiness checklist
An accepted proposal enters a readiness runway where commercial, legal, security and access obligations must clear before delivery takes off.
50% fewer status checksInternal approval routing
A request enters once, follows the right decision path and returns with a visible owner, deadline, rationale and next step.
60% faster triageEcommerce support triage
A mixed support queue becomes two controlled lanes: fast, order-aware handling for routine questions and immediate visibility for sensitive cases.
75% less copy-pasteDocument extraction for field operations
Messy field documents move through a confidence-aware extraction line, producing trusted operational records without losing the source evidence.
70% faster prepProposal assistant for services
Discovery evidence becomes a commercially coherent proposal package, with scope controls, a review path and the next client action already prepared.
60% admin reductionRecruiting intake and scheduling
Every application enters a fair, review-led funnel: evidence is structured, recruiter attention is prioritized and promising conversations start sooner.
15 min handoffSales-to-delivery agency handoff
A closed sale becomes a controlled launch: commercial readiness, access, workspace and delivery ownership converge before kickoff.
Where confidentiality applies, company identity stays private while the case preserves operating context, scope, outcomes, measurement method and controls.
