Embedded / Firmware
Memory leaks, buffer overflows, register mis-configs and ISR race conditions — Induktiv AI reads your bug tickets, parses logs of any type and coredumps, then writes the fix directly in C/C++ respecting RTOS patterns, MISRA and HAL layers.
Not just a patch suggestion: it opens a pull request with code, tests and traceability, ready for the next sprint.
- Fix memory leaks and dynamic-allocation bugs
- Resolve buffer-overflow vulnerabilities
- Correct peripheral-register configuration errors
- Fix interrupt-handler race conditions & priority inversions
- Implement new RTOS tasks and driver features end-to-end
Internet of Things
Fleets, gateways, edge and cloud — Induktiv AI stitches MQTT reconnect storms, OTA rollback failures and sensor calibration drifts into one investigation, then implements the fix across device firmware and cloud backend in a single PR.
- Fix MQTT connectivity and reconnection storms
- Implement robust OTA rollback & retry logic
- Resolve sensor-calibration and parsing drifts
- Correct edge-to-cloud data synchronization bugs
- Write new device-provisioning flows from specs
Medical Devices
IEC 62304 doesn't allow "just push a fix". Induktiv AI writes compliance-ready patches with full traceability — every code change links back to the defect, the risk classification and the test evidence, aligned with your QMS.
From infusion-pump firmware to DICOM viewers and HL7 gateways, the agent handles implementation and the documentation pack reviewers expect.
- Fix safety-critical calculation and alarm-threshold bugs
- Resolve data-integrity issues in patient records
- Correct HL7, FHIR and DICOM protocol mismatches
- Implement new regulated features with IEC 62304 evidence
- Generate full traceability & risk-analysis updates
Automotive Software
Millions of lines across ECU firmware, ADAS stacks and vehicle clouds. Induktiv AI speaks AUTOSAR BSW, SOME/IP service routing, CAN/UDS diagnostics and ASPICE processes — and ships fixes that match your safety case.
Ticket lands, logs get parsed, DOORS requirements get correlated, code gets written, PR opens in the right repo with the right reviewers tagged.
- Fix AUTOSAR diagnostic-service routing errors
- Resolve CAN / UDS / DoIP protocol bugs
- Correct SOME/IP service-discovery & SecOC issues
- Implement new ADAS sensor-fusion features
- Generate ASPICE-compliant change documentation
Aerospace & Defence
Air-gapped networks, classified code, zero external data transfer. Induktiv AI runs fully on-premise with local models — the agent inherits your security boundary while still delivering DO-178C, DO-254 and MISRA-compliant code changes.
Every action is audit-logged, every fix comes with evidence-pack-ready documentation, every commit is reproducible. Built for regulators, not just developers.
- Patch avionics & flight-control software with DO-178C evidence
- Fix MISRA / CERT-C violations across legacy defence codebases
- Implement mission-system features with full traceability
- Resolve ground-segment & SATCOM protocol bugs
- Zero-trust local AI — no data leaves the classified enclave
FinTech & Banking
Zero-downtime, pixel-perfect accuracy, PCI-DSS in scope. Induktiv AI writes production-safe fixes for payment rails, ledgers and auth flows — and implements new features across Kafka topics, ledger tables and API gateways in one coherent change.
- Fix payment-processing timeouts and race conditions
- Resolve transaction-ledger and reconciliation errors
- Patch authentication / authorization vulnerabilities
- Implement new PSD2, Open Banking & SCA flows
- Correct FX and rounding errors across currencies
SaaS & Web Apps
Your backlog has 80% repetitive tickets. Induktiv AI absorbs them: opens the real PR for N+1 queries, auth bugs, API regressions, missing indexes — and implements new endpoints or React components straight from the ticket description.
- Fix REST & GraphQL API regressions
- Optimize slow queries (N+1, missing indexes, plans)
- Resolve auth / authZ bypass bugs
- Implement new product features from PM specs
- Correct caching, WebSocket and realtime sync issues
DevOps & Infrastructure
Flaky CI, Kubernetes drift, Terraform state conflicts — Induktiv AI diagnoses platform incidents by correlating Grafana, Jenkins artifacts and git history, then pushes the infrastructure-as-code fix itself.
- Fix CI/CD pipeline failures and flaky tests
- Resolve Docker / Kubernetes config & scheduling bugs
- Correct Terraform / Pulumi / Ansible IaC regressions
- Implement new observability dashboards & alerts
- Patch Nginx, load-balancer and DNS routing errors
