01
Community and first-response readiness
Fear, misinformation, harmful first-aid practices and delayed care-seeking worsen outcomes. Communities and trusted local actors need simple, culturally appropriate, actionable guidance.
A Readiness-Driven Smart Response System for Snakebite
Snakebite is a medical emergency.Readiness makes every second count.
Bite2Care™ is an offline-capable readiness and coordination ecosystem that helps communities, frontline responders, transport and referral teams, and healthcare facilities rehearse, coordinate and measure the critical journey from snakebite to appropriate care — turning established protocols into tested, continuously improving response capability.
1.8–2.7M
Snakebite envenomings each year (WHO)
81–138K
Deaths worldwide each year (WHO)
~58,000
Average annual snakebite deaths in India, 2000–2019
1 of 20
WHO Neglected Tropical Diseases
The problem
A last-mile systems problem.
Effective antivenom and clinical management exist. But outcomes depend on far more than treatment availability. People must recognise the emergency, avoid harmful first aid, seek formal care, access transport, reach an appropriate facility and receive timely assessment. Weakness at any transition creates avoidable delay.
Bite2Care™ does not replace snakebite programmes or treatment protocols. It helps the participants across the bite-to-care pathway prepare, coordinate and measure how well the system is likely to function when an emergency actually occurs.
“If a snakebite occurred here today, is the complete response pathway actually ready to work?”
Four connected readiness gaps
02
Referral and transport coordination
Responders often lack complete information on where appropriate care is available, and communication between referring and receiving points is inconsistent — causing avoidable transfers and delay.
03
Facility and clinical preparedness
Capability is not determined by antivenom stock alone. Trained personnel, supportive-care capability, escalation processes, equipment and clinical confidence all contribute to readiness.
04
System visibility and learning
Awareness, training, transport, facilities and protocols are usually assessed independently. There is limited ability to test the whole pathway, find weak handoffs and verify that corrective action worked.
The readiness network
One system. Every hand the patient passes through.
Bite2Care™ sits at the centre of the snakebite response — not replacing any role, but connecting them. Each body below receives a different readiness surface, and every interaction feeds shared learning back into the network.
Bite2Care™
An Infiniqo™ initiative
Aware · Prepare · Respond · Recover
- 01
Snakebite experts
Clinical governance — protocols, simulation scenarios and case review that keep every workflow evidence-led.
- 02
ASHAs · ANMs · CHWs
Micro-training, guided first-response prompts and readiness drills on the devices they already carry.
- 03
Ambulance & referral personnel
Pre-alert, routing and handover checklists so transport time is used, not lost.
- 04
PHC / CHC clinicians
Triage and antivenom-readiness workflows, stock visibility and structured escalation support.
- 05
District-hospital clinicians
Referral context on arrival, critical-care pathways and tele-support links to specialists.
- 06
Community organisations
Awareness campaigns, local risk mapping and sustained community drills that hold between seasons.
- 07
Public-health administrators
District readiness dashboards, gap analytics and after-action learning that directs investment.
- 08
Snakebite survivors / family
Recovery follow-up, rehabilitation guidance and lived-experience feedback returned into the system.
The APRR methodology
Four stages. One continuous readiness cycle.
Awareness and preparedness happen before the bite. Response begins at the moment of the bite. Recovery feeds the next cycle of readiness.
01
Before the biteAware
“Do people recognise the risk and know the correct action?”
Aware strengthens multilingual understanding of prevention, safe first response, harmful practices to avoid, and the importance of seeking qualified medical care without unnecessary delay. Delivered through Bite2Care™ Learn and community-facing Situation Rooms.
What we measure
- Recognition of snakebite as a medical emergency
- Correct immediate first-response decisions
- Rejection of harmful first-aid practices
- Comprehension in local languages
02
Tested capabilityPrepare
“Are people, facilities and networks ready to act together?”
Prepare moves beyond information delivery to tested capability. Role-specific Bite2Care™ Situation Rooms let community responders, transport personnel and healthcare workers rehearse realistic scenarios, decide under pressure, receive structured feedback and identify readiness gaps before a real emergency occurs.
What we measure
- Scenario decision performance by role
- Facility-readiness assessment scores
- Readiness gaps identified
- Corrective-action closure rate
03
Bite → appropriate careRespond
“Do the right actions happen in the right sequence?”
Respond supports the operational journey from bite site to appropriate care. Bite2Care™ Navigate and Hospital Readiness workflows surface verified referral pathways and participating-facility capability, while structured handovers and role-appropriate guidance improve coordination between responders and receiving facilities.
What we measure
- Time to activate appropriate referral
- Completeness and accuracy of handovers
- Freshness of participating-facility information
- Avoidable onward referrals
04
After the acute eventRecover
“Does every event make the next response stronger?”
Recover extends the model beyond the acute event through rehabilitation awareness, after-action review, incident learning and corrective-action tracking, so that experience strengthens future preparedness rather than being lost with discharge.
What we measure
- Rehabilitation awareness and follow-up
- Cases reviewed through after-action review
- Repeat failures across incidents
- Improvement between baseline and repeat assessments
The Bite-to-Care journey
Every link in the chain, prepared to hold.
A snakebite is not a single clinical event — it is a sequence of handoffs across roles, distances and institutions. Bite2Care™ treats the handoff itself as the unit of intervention: not only whether each participant performs correctly, but whether information and responsibility actually move between the community, the responder, the transport team and the receiving facility.
- Phase 01
Community
- 01
Bite event
Recognition of the bite and the urgency of formal care.
- 02
Self-response
The victim and bystanders take the first safe actions.
- 03
Family & community
Neighbors, family and local leaders activate support.
- 01
- Phase 02
Transport
- 04
Frontline responder
ASHA, ANM or CHW reaches the patient and guides next steps.
- 05
First aid & triage
Correct immobilization and field assessment before movement.
- 06
Transport & referral
Safe movement to the right facility with pre-alert information.
- 04
- Phase 03
Clinical
- 07
Facility reception
Triage, registration and rapid handoff from the transport team.
- 08
Clinical assessment
History, examination, severity grading and investigation.
- 09
Treatment & antivenom
Appropriate antivenom and supportive care under protocol.
- 10
Stabilization
Monitoring, complication management and discharge planning.
- 07
- Phase 04
Recovery
- 11
Rehabilitation
Physical and psychological recovery after acute care.
- 12
Reintegration
Return to family, work and community life.
- 13
After-action learning
The case feeds future training, protocols and readiness.
- 11
CommunityTransportClinicalRecovery
The Bite2Care™ platform
Five connected modules. One readiness layer.
Bite2Care™ is offline-capable and multilingual by design, because continuous connectivity, smartphone ownership and literacy cannot be assumed in high-burden settings. Every clinical-adjacent surface is medically governed, and the platform works through trusted intermediaries such as community health workers rather than assuming direct smartphone use.
- 01
Bite2Care™ Learn
Aware · Prepare
Medically governed, role-specific and multilingual education on prevention, safe first response, harmful practices to avoid and prompt care-seeking — available offline.
- 02
Bite2Care™ Situation Rooms
Prepare
Role-specific scenario rehearsal for community responders, transport personnel and healthcare workers. Decisions are made under pressure and returned with decision-level feedback and after-action review.
- 03
Bite2Care™ Navigate
Respond
Verified information on referral pathways and participating-facility capability, with a visible last-verified timestamp — supporting, never overriding, existing referral processes.
- 04
Hospital Readiness
Prepare · Respond
Facility-readiness assessment beyond antivenom stock — recognition and escalation, supportive care, communication and referral — with corrective-action tracking and reassessment.
- 05
Bite2Care™ Guide
Cross-cutting
A bounded assistive layer that organises and surfaces approved information within clearly defined clinical-safety limits, with source-governed content and human oversight.
Bite2Care™ Readiness Index
Making readiness visible, and therefore improvable.
The proposed Bite2Care™ Readiness Index (BCRI) measures readiness across nine dimensions spanning the complete pathway — from prevention and first response through clinical care to recovery and system resilience — making gaps visible and tracking whether corrective action actually closed them.
The nine domains are provisional; their weights will be set through field testing and expert review.
An honest caveat. During early development the BCRI is treated as an operational readiness measure — not as a validated predictor of mortality.
DIMENSION 01 / 09
Prevention and Community Readiness
Exposure prevention, recognition, correct first aid, rapid care-seeking and local trust.
Try it — sample Readiness Wheel
Explore how the nine dimensions compose a readiness score.
Illustrative demo — drag the sliders to model a district profile. Weights are provisional and will be set through field testing and expert review.
SAMPLE COMPOSITE
45.2
out of 100
55+4.4
45+3.6
40+5.6
50+7.5
60+9.0
35+4.2
45+4.5
30+2.4
40+4.0
Explicit boundaries
What Bite2Care™ does not do.
- Diagnose envenoming or identify a bite as harmless
- Prescribe antivenom or determine dosage
- Replace clinician judgement or clinical authority
- Operate ambulance services or direct emergency response
- Manage antivenom procurement or supply
Its role is to make the response pathway more visible, testable, coordinated and continuously improvable — a readiness and coordination layer around national programmes, clinical guidelines, ambulance services and antivenom systems, never a replacement for them.
Who we serve
Built around the first critical handoffs.
Bite2Care™ is a multi-user ecosystem, but its primary operational users are the frontline actors responsible for the first critical handoffs between a snakebite and appropriate medical care: community and frontline health workers, referral and transport personnel, and teams at first-receiving facilities. People affected by snakebite and their families are the primary beneficiaries — and are also users of the community-facing awareness and preparedness components.
- 01Communities
- Villagers, farmers, families, teachers, local leaders and traditional healers.
- 02Frontline workers
- ASHAs, ANMs, community-health workers, emergency dispatchers.
- 03Transport & referral teams
- Ambulance drivers, dispatchers and receiving-facility coordinators.
- 04Healthcare facilities
- PHC, CHC, district-hospital clinical, laboratory and pharmacy teams.
- 05Critical-care & specialists
- Intensivists, tele-support providers and clinical governance.
- 06Public-health authorities
- District and state health systems, national programs and WHO partners.
Where we are
IML 2 — concept and feasibility.
The end-to-end readiness model, APRR methodology, stakeholder journeys, initial product architecture, safety boundaries and India-first implementation approach are defined. The next stage is to validate these assumptions with end users and convert the concept into a functioning prototype.
Funding would support
- A focused validation geography and anchor clinical / public-health partnerships
- Co-design with frontline workers, communities, transport teams and clinicians
- An offline-capable, multilingual prototype
- Clinically reviewed Situation Rooms and preparedness content
- Facility-readiness, referral and structured-handover workflows
- The first Bite2Care™ Readiness Index and measurement framework
- Clinical-safety, privacy, data-governance and facility-verification processes
- Operational requirements and economics of district-scale implementation
January – October 2027
January — Mobilisation & Governance
Confirm 1 pilot geography and 2–3 anchor clinical/community partners; establish governance, map the bite-to-care pathway, finalize study protocols and data-governance requirements, and submit applicable IEC/IRB approvals.
February — Discovery & Co-Design
Conduct 30–40 frontline/community interviews, 15–20 clinician/facility interviews, and 6–8 co-design workshops with ASHAs/ANMs, CHOs, transport personnel, survivors and community actors; establish baseline readiness measures.
March — Solution & Measurement Design
Finalize role-specific workflows, offline-first architecture, clinical-safety boundaries, structured pre-arrival handoffs, BCRI v1, and 4–6 clinically governed Situation Room scenarios.
April — Alpha Build
Develop initial Learn, Situation Room, facility-readiness, referral/handoff and BCRI capabilities; implement multilingual and offline synchronization functionality; deliver Alpha Release 1.
May — Clinical & Usability Validation
Conduct expert clinical review and 3 usability-testing rounds with representative frontline users across at least 5 facilities; target ≥80% completion of core workflows and refine scenarios and BCRI indicators.
June — Controlled Role-Based Testing
Test with 40–60 frontline workers, 10–15 transport/referral personnel, and 15–20 clinicians; measure decision performance, usability and ≥90% structured-handoff completeness; conduct After-Action Reviews.
July — Integrated Pathway Testing
Run end-to-end exercises across 5–8 facilities; validate data ownership, referral workflows and ≥90% successful offline-to-online synchronization within the defined sync window.
August — Refinement
Resolve or formally risk-accept 100% of Critical/High safety findings, release Prototype Iteration 2, and repeat targeted scenarios.
September — Near-Real-World Validation
Conduct at least 2 multidisciplinary exercises with 50+ participants, testing the complete bite-to-care pathway and BCRI performance.
October — Evidence & Scale Package
Finalize the prototype, refined BCRI, clinical-safety dossier, district implementation/cost model, sustainability plan, partner roadmap and final evidence package.
By November 2027
A functioning prototype whose principal workflows have been tested with representative end users through controlled and near-real-world exercises — with documented usability evidence, clinically reviewed scenario content, an initial BCRI framework, validated safety and governance processes, and an evidence-informed plan for real-world pilot testing in a high-burden setting.
Safety, ethics & governance
A layered safety model, designed in from the start.
Bite2Care™ operates across community, referral and clinical environments. Clinical governance, conservative system boundaries, transparent information provenance, data protection and end-user co-design are treated as design requirements — not as later additions.
Clinical governance
Clinical-adjacent content and scenarios undergo expert review and align to applicable treatment guidance. Where AI is used, it is constrained to approved use cases with source-governed content and human oversight.
Facility-data provenance
Participating facilities and health-system partners define how capability and antivenom information is verified. Information carries a visible last-verified timestamp and is never presented as live without a dependable source.
Referral safeguards
Bite2Care™ supports rather than autonomously controls referral decisions. Existing emergency, referral and clinical authority always takes precedence.
Offline and inclusive access
Offline-capable, multilingual and simplified interfaces, delivered through trusted intermediaries — because connectivity, device access and literacy cannot be assumed.
Privacy and data minimisation
Only data necessary for the defined purpose is collected, with role-based access, de-identification where appropriate, and separation of operational from research data.
Safeguarding and co-design
Additional safeguards for minors and vulnerable participants, and community co-design with survivors, frontline workers and trusted local actors so engagement is respectful and locally appropriate.
Governing principles
Readiness only counts if it holds under real pressure.
Aware is not a campaign.
It must be sustained, refreshed, and measured — not delivered once and forgotten.
Prepare is not training delivered.
It is capability tested. Simulation, scorecards, and corrective action close the loop.
Respond is not only clinical.
It begins with the person bitten and every hand the patient passes through.
Recover is not discharge.
It includes rehabilitation, livelihoods, and system learning that feeds the next cycle.
Partner with Infiniqo™
Fund the readiness layer the antivenom supply chain has been waiting for.
Bite2Care™ is designed to become an institutionally owned readiness capability — not a grant-dependent standalone application. We are seeking clinical, implementation, evaluation and funding partners for the India-first validation phase.
Global-health funders & philanthropy
Prize, grant and catalytic funding for prototype development, field validation and evidence generation.
State & district health authorities
Procurement of readiness services, integration with existing snakebite programmes, ASHA/ANM and PHC/CHC workforce coverage.
Implementation & community partners
Local co-design, trusted community engagement, language localisation and field testing in high-burden geographies.
Clinical & research institutions
Clinical governance of content and scenarios, readiness-measure validation, implementation evaluation and publication.