
AI OCR Software Scales Gas Station Operations With 20K+ Transactions
- 20K+
- Transactions processed in a single day
- 40+
- Sites connected during beta
- 70%
- Reduction in manual data entry
Custom crisis and emergency management software for organizations where the cost of a slow or disorganized response is measured in harm: emergency services who need coordinated dispatch, care organizations managing vulnerable people, and local authorities responsible for community resilience.
Incident command platform with shared situation picture, resource tracking, and decision log
Emergency response coordination for multi-agency incidents with task assignment and status updates
Care management for vulnerable populations, caseloads, risk assessments, contact records, and alert escalation
Crisis communication reaching affected people and response teams with structured, timely messaging
What you can count on
Retention
3+ years
Average client relationship across active accounts
First milestone
Week 1
A straight read on what to keep and what to rebuild
Pricing
Fixed price
Scope and cost agreed before work starts
Team
No handoffs
The senior engineers who scope the build also ship it
The problem
Incident coordinators managing multi-agency responses through phone calls and WhatsApp groups with no shared incident log, no resource tracking, and no record of what decisions were made and when?
Care workers managing caseloads of vulnerable individuals through paper records and email with no system that surfaces who is at risk and what contact has been made?
Short answer
RaftLabs builds custom crisis management software for emergency services, local government, and care organizations. Products include incident command and coordination platforms, emergency response management systems, crisis communication platforms, care management for vulnerable populations, resource dispatch management, and post-incident reporting. Most projects deliver in 12 to 18 weeks at a fixed cost with full source code ownership.
The information problem in crisis response is well understood. Multiple agencies respond to the same incident with different communications systems, no shared picture of who is doing what, and critical information transmitted by radio or phone that is never captured in a record. Decisions are made without full situational awareness. Resources are duplicated in some areas and absent in others. The post-incident review can't reconstruct what happened because nothing was systematically recorded at the time.
For care organizations, the equivalent problem is the vulnerable person who falls through the gap: the individual whose risk level has escalated but whose key worker doesn't have a system that surfaces that escalation, whose last contact was three weeks ago but nobody noticed because the caseload is managed through paper files.
Custom crisis management software addresses both: the shared operational picture that incident coordinators need to run a multi-agency response, and the structured caseload management that care organizations need to keep vulnerable people safe.
01 Diagnosis
Communication coordination breaks down when agencies each manage their own incident log
When fire, police, ambulance, and local authority teams each manage their own incident records, the incident commander has no single source of truth. Critical decisions are made on incomplete information, resources are duplicated or absent, and the post-incident inquiry can't reconstruct the timeline. A peer-reviewed study published in PLOS ONE (2024, PMC11093311) examining multi-victim incident management found that teams using analogue processes required an average of 32 minutes for triage, compared to 37.5 seconds for teams using digital coordination tools. A shared incident command platform eliminates parallel record-keeping and gives every authorized responder the same operational picture in real time.
Stakeholder notification speed limited by manual processes during fast-moving incidents
The network is most congested or degraded exactly when reliable data capture matters most, during a large-scale incident. If the responder app requires continuous connectivity, data is lost or not captured at all. Offline-capable mobile software that queues data locally and syncs when connectivity returns is an architectural requirement, not a feature add-on. Field teams stay operational regardless of network conditions.
Documentation for post-incident review incomplete because nothing was systematically recorded during the response
When incident data lives across phone calls, radio logs, and individual team notes, the debrief is a reconstruction exercise rather than a review of facts. Lessons identified get lost because the evidence base is incomplete. An incident log that captures decisions, actions, and resource deployments in real time produces the audit trail the post-incident review and any subsequent inquiry will require.
Cross-team action tracking absent in care settings, so at-risk individuals fall through the gap unnoticed
When caseloads are tracked through paper records or spreadsheets, there's no automated alert when a high-risk individual hasn't had contact in two weeks or when a risk assessment has passed its review date. Cases escalate to crisis precisely because the system doesn't surface the signal early enough. Structured caseload software with escalation alerting changes the model from reactive to preventative.
02 What we ship
Incident creation with classification, severity level, geographic location, and initial resource assignment. Shared incident log visible to all authorized responders with real-time updates as the situation develops: the single source of truth that replaces parallel phone conversations between agencies. Task assignment to responding units and individuals with status tracking visible on the incident dashboard. Resource tracking showing the current location and assignment of personnel and vehicles deployed to the incident. Decision and action log recording what was decided, by whom, and at what time: the audit trail the post-incident review and any subsequent inquiry will need.
Multi-agency coordination covering the role-specific views that different responding organizations need: the fire service seeing different information than the police, the ambulance service seeing different information than the local authority, while maintaining a shared incident record. Resource dispatch management assigning the nearest or most appropriate resource to each task based on location, capability, and availability. Mutual aid management for incidents requiring resources from neighboring organizations. Evacuation management covering shelter location management, evacuee registration, and reunification.
Caseload management covering each individual's personal details, vulnerability assessment, support plan, and case history in a structured record accessible to authorized care workers. Risk assessment tools with scoring frameworks appropriate to the population: safeguarding risk, mental health crisis risk, domestic abuse risk, with the assessment recorded and the risk level visible across the team. Contact record management logging every interaction against the individual's record. Escalation alerting when a contact is overdue, a risk assessment hasn't been reviewed within its scheduled period, or a safeguarding concern has been raised.
Multi-channel communication for reaching affected populations during a crisis: SMS, push notification, email, and social media, with a single message composed once and distributed through all relevant channels simultaneously. Geographic targeting for messages relevant to a specific area. Message template library for pre-approved communication types that need to go out quickly in common incident types without composing from scratch under pressure. Acknowledgement tracking for messages requiring confirmation from responders or key contacts.
Resource register covering personnel, vehicles, equipment, and facilities with the capability, availability, and current assignment of each resource visible in real time. Deployment tracking showing where each resource has been deployed, for how long, and at what cost: the data for post-incident financial recovery from funding schemes and mutual aid recharging. Equipment inspection and maintenance scheduling so response equipment is serviceable when it's needed. Fatigue management for prolonged incidents managing rest periods for personnel deployed over extended operational periods.
Post-incident report generation assembling the incident timeline, resource deployment data, decision log, and communications record into a structured report format. Lessons identified recording with action ownership and completion tracking so improvements are implemented rather than noted and forgotten. Debrief facilitation tools for structured multi-agency post-incident reviews. Performance metrics reporting for operational efficiency reviews: response times, resource utilization, task completion rates. Regulatory and statutory reporting for incidents with mandatory reporting obligations.
03 How we work
Trusted by


04 Track record
06 Client voices
Three-year average engagement. Founders and operators describing the work in their own words. No marketing varnish.

All of the sprints were completed on schedule and on budget. We highly recommend RaftLabs!
01 / 02
07 Why us
08 Questions
Connectivity resilience is a core design requirement for crisis software, not an afterthought. We design for graceful degradation: local data persistence on field devices when connectivity is lost, queue-and-sync when connectivity is restored, and offline-capable forms for data capture that work without network access. The specific resilience architecture depends on the operational environment: urban incidents where mobile connectivity is usually available but may be congested, rural incidents where coverage is limited, or specific environments (underground, maritime) with their own constraints. We scope the connectivity requirement during discovery and design the architecture accordingly.
Yes. Computer-aided dispatch systems and blue-light communications infrastructure are often the incumbent systems in emergency response organizations. They need to share data with newer coordination platforms rather than being replaced. We integrate via available APIs, data feeds, or message bus integration depending on what the existing CAD system exposes. Common integrations cover incident data from CAD to the coordination platform, and resource status updates from the coordination platform back to CAD. The integration scope is assessed during discovery.
Care management data is among the most sensitive personal data an organization can hold: mental health information, domestic abuse history, child protection records, and similar categories require the highest level of data protection controls. We build with role-based access at the individual case level so workers can only access the cases assigned to them, with supervisor and management access configured separately. All data is encrypted at rest and in transit. Audit trails record every access and modification. Subject access requests and data retention rules are built into the data management workflow.
An incident coordination platform covering incident management, task assignment, and resource tracking typically runs $40,000 to $80,000. A more complete system with care management, crisis communications, multi-agency coordination, and post-incident reporting typically runs $80,000 to $160,000. Fixed cost agreed before development starts.
Each case has a configurable contact frequency. For a high-risk individual, that might be a required contact every 3 days. For a lower-risk case, every 2 weeks. When the threshold passes without a contact being logged against the case, the system sends an alert to the key worker and their supervisor. The alert shows the last contact date, the risk level, and any open actions on the case. If the key worker is absent, the alert routes to a designated cover worker rather than sitting in an unread inbox. The threshold configuration, escalation route, and alert format are all set during the discovery and architecture phase based on your organization's case management policy.
Custom Software Development
Custom incident management platforms, emergency response coordination tools, and crisis communication systems built for your organization and response model.
AI Agent Development
AI agents for incident triage, situation report generation, and resource allocation recommendations during live events.
Business Process Automation
Automate incident notification workflows, status update broadcasts, care case escalations, and post-incident documentation.
Tell us your organization type, your response role, and what your current systems can't do in a live incident. We'll scope the right platform and give you a fixed cost.
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