Workflow & case systems
Queues, approvals, forms, rules, case management, audit trails and human-in-the-loop operations.
Independent CTO, tech founder and product builder
I build systemsthat become products.
I'm Vipin Singh, an independent technology leader, architect and product builder working across enterprise software, insurance, HRMS, workflow platforms, AI automation and emerging technology.
Build, solve, scale.Independent technology builder
16+ yearsin technology
16+Years in technology
7+Years in insurance technology
7Applications on one workflow core
∞Problems worth solving
Complex operations.
Clear systems.
I turn operational complexity into software that can be configured, audited, scaled and eventually productized.
Insurance platforms
Agent sales, application processing, document evaluation, underwriting workflows and policy-system integration.
Benefits & HRMS
Benefits, employee loans, allowances and statutory leaves, with eligibility as rules and payroll integration.
Logistics & documents
Freight management, shipment milestones, document management and AI extraction for document-heavy operations.
Workflow coreState, rules, approvals, audit trailShared by all seven apps
Insurance technologyCase APP-20417 in review
Configurable insurance workflow platform
Workflow orchestration, dynamic forms, product configuration, masters, rules and decisioning, document processing, case management and integrations.
IntakeProposal from the agent desk
DocumentsEvaluation and extraction
Rules and decisioningVersioned, configurable
Route application
Rule set v14, publishedDecision table evaluated on every state change. First matching rule wins.
WhenThen
Sum assured within auto limit and all documents verifiedStraight through to policy system
Document AI confidence below 0.85 on any fieldHuman review queue
Medical disclosure presentUnderwriter queue
OtherwiseQC sampling
Audit trail
Latest event
Application received14:21
Documents extracted14:29
Decision evaluated
Replayable- Case
- APP-20417
- Rule set
- route-application v14
- Matched rule
- AI confidence < 0.85
- Input
- date_of_birth, confidence 0.71
- Outcome
- Routed to human review
- Resolved by
- Underwriter, approved after review
- Recorded
- 14:32:08 UTC, append-only
Underwriter reviewHuman in the loop
Policy systemApproved update only
Insurance salesNew business, agent view
Agent policy desk
An agent-facing app for new business: select the customer, select the product, configure the plan and submit the proposal straight into underwriting.
Customer
Search name, mobile or PAN
AR
Ananya Rao34, non-smoker, PuneKYC verifiedCustomerProductPlanSubmit
Guardian Term PlusTerm life, cover up to age 75
SelectedHealthShield Family FloaterHealth, family of four
CompareSecureSaver EndowmentSavings with life cover
CompareProposal
Proposal PRP-20431
Ready to submitGuardian Term Plus for Ananya Rao
- Sum assured
- ₹1,00,00,000
- Policy term
- 30 years
- Riders
- Accidental death, Critical illness
Base premium₹11,800
Riders₹3,450
GST at 18%₹2,745
Total, yearly₹17,995
✓KYC verified
✓Age within product limits
!Tele-medical required
Submit proposal
Creates case APP-20431 in underwriting
Review and submit
Open the proposal
Document managementPolicies folder
Document management system
Policies, claims, employee files, contracts and freight documents in one place, with versions, retention rules, access control and links to the case they belong to.
Policies1,284Claims312Employees640Contracts96Freight2,015
NameVer.Status
Policy schedule, APP-20417v3Approved
Proposal form, PRP-20431v1Received
KYC bundle, A. Raov2Verified
Medical reportv1Restricted
Preview
Open the record
Policy schedule
v3 approvedAPP-20417, linked to the insurance workflow case
- Classification
- Confidential
- Retention
- 10 yrs after expiry
- Checked in by
- Underwriting ops
- Checksum
- sha256 9f2c…e41a
Access log
Viewed by agent desk, 15:02
Sent to customer portal, 15:05
Sent to customer portal, 15:05
Version history
v3Approved by underwriterCurrent
v2Rider wording correctedSuperseded
v1Generated from proposalDraft
Recruiting technologyPipeline, this week
Modern ATS and resourcing platform
Jobs, candidates, recruiter assignment, interviews, decisions, client management, reporting and AI-assisted recruiting workflows.
Sourced3
Java engineerAssigned to recruiterAI summary ready
Data analystNew today
Screening2
Product designerScreen call bookedMatch notes
QA leadAwaiting reply
Interview2
Solution architectPanel on Thursday
DevOps engineerFeedback pending
Decision1
Engineering managerClient approval needed
HR technologyEmployee self-service
Benefits system
Benefits enrolment, employee loans, allowances and statutory leaves in one configurable system, with eligibility as rules and payroll as the final step.
Benefits
Health coverEnrolled
Life coverEnrolled
Parents' healthOpt in
WellnessAvailable
Loans
Vehicle loan request
With financeEmployee E-1042, submitted 3 Oct
- Amount
- ₹4,00,000
- Tenure
- 36 months
- Interest
- 9% a year
- EMI
- ₹12,721 a month
✓Service over 1 year
✓EMI within 40% of net pay
✓No active loan
Approval chain
✓Employee3 Oct
✓Manager4 Oct
✓HR6 Oct
4FinanceIn review
5Payroll deductionFrom Nov
Salary advanceEligible
Open the request
Allowances
Travel₹6,000
Internet₹1,500
Meal₹2,200
RelocationOn claim
Statutory leaves
Maternity26 weeks
Comp off2 d
AI operationsBoundaries set
AI + workflow automation
AI handles extraction, reasoning and exceptions while deterministic workflow controls state, approvals, guardrails and auditability.
AI handlesExtractionReasoningExceptions
Human
approval
Nothing ships past here uncheckedapproval
Workflow controlsStateApprovalsGuardrailsAuditability
Logistics technologyShipments, this week
Freight management
Bookings, shipments, carriers and milestones from port to door, with freight documents extracted by AI, checked by rules and filed in the DMS.
Bill of lading
B/L NO. SAMPLE-0042, SHP-1182
Northwind Exports
Nhava Sheva, IN
Harbor Retail GmbH
Hamburg, DE
Nhava Sheva
0.99Hamburg
0.97MSKU 70?1 552 / seal smudged
0.62240 cartons, cotton garments
0.94MV Coral Bay / 118W
0.934,860 kg
0.95Freight prepaidSigned for the carrier
Nhava ShevaHamburg
SHP-1182MV Coral Bay, ETA 24 OctIn transit
SHP-1190Chennai to RotterdamCustoms hold
SHP-1201Mundra to Jebel AliDelivered
SHP-1207Booking with carrierBooked
Where I'm putting the energy.
Real business bottlenecks, serious software and technology that has to work in production.
Zoom
Skip to all applications
Seven applications.
One core.
Each one runs on the same workflow core. Pick any of them to fly straight into it on the laptop.
“Use AI where ambiguity exists. Use deterministic software where correctness, state and compliance matter.”
Vipin Singh, on knowing what should be deterministic, configurable, probabilistic or human-controlled
Configuration over hard-coding
Frequently changing business processes should become versioned configuration wherever practical.
AI with boundaries
Agents can reason and act, but workflows, permissions, approvals and auditability remain explicit.
Production over demos
Architecture includes security, observability, failure handling, deployment and operational ownership.
Technology became
the medium.
The direction of my work has moved from implementing software toward designing systems, platforms and products.
- 16+ years
Technology to architecture
Enterprise engineering, architecture, integrations, delivery and technical strategy.
- 7+ years
Insurance to deep domain systems
Deep insurance technology experience translated into reusable workflow and platform concepts.
- Products
Projects to platforms
Product directions spanning insurance workflow, insurance sales, PIVV, document processing, ATS and HRMS/Benefits.
- Now
Independent technology builder
Focused on products, consulting, technical leadership and experiments at the intersection of enterprise systems and AI.
Still building.
Still exploring.
Technology is the main thread, but curiosity doesn't stop at the stack. Drag to spin, tap the front photo to open it, then tap again to zoom.
The stack behind
the systems.
Pragmatic enterprise engineering combined with modern frontend, cloud infrastructure and AI.