An autonomous agent built as a modular, event-driven pipeline. It reads tickets, investigates across your stack, implements code changes and ships pull requests — with 17+ sections of structured evidence for every decision.
Modular, event-driven, with clear separation of concerns — each layer can be swapped per client environment.
Ticket events, labels, @mentions, scheduled scans.
Pre-screening, routing, data fetching across all sources.
Agentic loop with confidence scoring and tool dispatch.
Logs, traces, vision, similar-tickets, code, reports.
Managed cloud inference in your EU region or fully on-prem local models — your choice.
Pull request, Jira comment, structured report, Word / PDF.
Multi-turn tool-calling, iterative hypothesis testing, evidence accumulation, confidence scoring. 5–30 tool calls per ticket.
Prompt engineering, evidence aggregation, priority weighting and token-efficient packing — so big codebases still fit.
Orchestrates tool execution — parallel and sequential calls, result validation, automatic fallback strategies.
Reasoning Loop → Context Builder → Tool Dispatcher → Execute → Evaluate → Loop or Report
Extensible — custom tools are added per client environment (proprietary log & trace formats, internal APIs, private repos).
System logs, traces & observability streams of any format — parsed and correlated.
Attachments, compressed files, binary artifacts — opened and inspected.
Screenshots, UI state, error dialogs — read and interpreted by the agent.
Cross-ticket correlation, pattern detection across your backlog and history.
Stack-trace parsing and memory-dump inspection, symbol resolution included.
Structured markdown, Word docs, PDFs, Jira comments — ready for reviewers.
Intelligent routing. High-volume tasks run on local models. Deep root-cause analysis routes to managed cloud inference inside your own EU region. Fully configurable per client — and fully on-prem when required.
Your data, your network, your rules. Three topologies supported, fully air-gap friendly.
Designed for regulated industries — automotive, manufacturing, energy, telecom, defence, healthcare.
Agent runs inside client VPN. No inbound connections required.
TLS 1.3 in transit, AES-256 at rest.
Role-based permissions, SSO / LDAP integration.
Full trace of every action, compliance-ready exports.
Only necessary context sent to the AI. No persistent storage of client data.
Zero-trust mode with on-prem models — nothing leaves the perimeter.
Watch Induktiv AI resolve a real ticket — from trigger to merged pull request — in under 15 minutes.
Live Demo