Built for operationally complex businesses
Eight settings where we have mapped and redesigned workflows. Sprints and pods suit Singapore teams of roughly 15–500 staff with real operational workflows to redesign. Engineering builds serve institutions of any size — defence, media, regulated finance — through the Custom AI Product Build track.
Logistics
From manual dispatch to AI-assisted operations
Logistics
From manual dispatch to AI-assisted operations
- Manual dispatch and route planning consuming hours daily
- Exception handling done through WhatsApp and spreadsheets
- Reporting built manually from multiple disconnected systems
- AI-assisted dispatch and route optimisation
- Automated exception detection and escalation
- Real-time reporting dashboards replacing manual builds
An Operations AI Pod maps your dispatch and reporting workflows, identifies the highest-impact automation opportunities, and deploys AI tools that integrate with your existing systems.
- 40-60% reduction in manual dispatch time
- Real-time operational visibility
- Faster exception resolution
Customer Operations
Faster responses, less manual handling
Customer Operations
Faster responses, less manual handling
- High volume of repetitive customer enquiries handled manually
- Slow first-response times due to manual ticket triage
- Knowledge scattered across documents and email
- AI-assisted response drafting for common enquiry types
- Automated ticket categorisation and routing
- Centralised AI knowledge base for instant agent retrieval
A Customer Service AI Pod analyses your enquiry patterns, redesigns your response workflows, and deploys AI tools that reduce manual handling while keeping your team in control.
- 50% reduction in first-response time
- 30% reduction in manual handling per ticket
- Higher agent satisfaction
Professional Services
Less admin, more billable work
Professional Services
Less admin, more billable work
- Significant non-billable time on document drafting and admin
- Proposal and report creation taking days instead of hours
- Knowledge management fragmented across email and shared drives
- AI-assisted document drafting, summarisation, and review
- Automated proposal and report generation from templates
- AI-powered knowledge retrieval across firm documents
A Back Office Productivity Pod maps your highest-cost admin workflows, identifies where AI can reduce non-billable time, and deploys tools that let your team focus on client work.
- 25-35% reduction in non-billable admin time
- Faster proposal and report turnaround
- Senior staff freed for higher-value work
Healthcare Administration
Streamlined admin so clinical teams can focus on care
Healthcare Administration
Streamlined admin so clinical teams can focus on care
- Appointment scheduling consuming admin staff time
- Clinical documentation requiring manual transcription
- Claims processing and insurance coordination done manually
- Automated appointment scheduling and reminder workflows
- AI-assisted clinical documentation and note summarisation
- Automated claims preparation and status tracking
A specialised healthcare admin pod maps your administrative workflows with full attention to compliance requirements, then deploys AI tools that reduce admin burden without compromising data governance.
- Reduced admin burden on clinical staff
- Faster claims processing
- Improved appointment adherence
Finance, HR & Back Office
Automate the repetitive, focus on the analytical
Finance, HR & Back Office
Automate the repetitive, focus on the analytical
- Invoice processing and reconciliation done manually
- Financial reporting built from scratch each period
- Approval workflows managed through email chains
- HR: screening, onboarding paperwork and policy questions handled one email at a time
- Automated invoice capture, matching, and processing
- AI-assisted reconciliation and exception flagging
- Automated report generation from connected data sources
- HR: CV screening against role rules, onboarding checklists, a policy assistant for staff questions
A Back Office Productivity Pod focuses on your highest-volume finance workflows and deploys AI tools that reduce manual effort and error rates.
- 60-70% reduction in manual invoice processing time
- Faster month-end close
- Fewer data entry errors
Distribution, Retail & F&B
Coordination and visibility across complex operations
Distribution, Retail & F&B
Coordination and visibility across complex operations
- Inventory management across multiple locations done manually
- Cross-site coordination relying on phone calls and spreadsheets
- Performance reporting aggregated manually from site-level data
- Outlet, kitchen and warehouse staff who work from a phone, not a desk
- AI-assisted inventory monitoring and reorder triggering
- Automated cross-site coordination and status workflows
- Automated performance reporting across all sites
An Operations AI Pod maps your multi-site coordination workflows and deploys AI tools that give you visibility and coordination capability without adding headcount.
- Reduced inventory errors and stockouts
- Faster cross-site coordination
- Real-time performance visibility across all sites
Manufacturing & Industrial Operations
Job costing, quality and field service without a SCADA budget
Manufacturing & Industrial Operations
Job costing, quality and field service without a SCADA budget
- Job costing and quotations assembled by hand from ERP exports and spreadsheets
- Non-conformance, QA and ISO records kept on paper or in email
- Field-service and maintenance dispatch coordinated over phone and WhatsApp
- AI-assisted quotation and job-costing drafts from historical jobs and ERP data
- Structured capture and summarisation of QA, NCR and audit records
- Dispatch and maintenance scheduling with exception alerts; edge devices where the site has no connectivity
An Operations AI Pod maps the office-to-shop-floor handoffs first — quotation, planning, QA, dispatch — and deploys AI where paper and re-keying cost the most, integrating with the ERP or MES you already run.
- Faster quotation and job-costing turnaround
- Audit-ready QA records without extra admin
- Fewer phone calls per dispatch
Public Sector, Education & Non-profit
Grant-, tender- and member-driven organisations with small admin teams
Public Sector, Education & Non-profit
Grant-, tender- and member-driven organisations with small admin teams
- Tender and grant documentation rebuilt from scratch for every submission
- Member, parent or beneficiary enquiries answered manually across email, phone and WhatsApp
- Reporting to boards, funders and agencies compiled by hand each quarter
- AI-assisted drafting of tenders, grant applications and funder reports from your own past submissions
- Enquiry triage and response drafting with a human sign-off
- Automated board and funder reporting from the systems you already use
A Back Office Productivity Pod maps the reporting and enquiry workflows that consume a small admin team, deploys AI with a named human approver on every outbound document, and documents the setup for your next audit or procurement review.
- Days, not weeks, per tender or grant submission
- Faster first response to members and beneficiaries
- Board and funder reports produced from live data
Outcome ranges are from Fetch engagements in that sector, measured post-deployment; the case studies show individual results. Client names are withheld under NDA.
Don't see your industry?
If your operations run on workflows, handoffs and re-keyed data, the Sprint applies. Book a strategy call and we'll tell you honestly whether it fits.