Enterprise learning, proven in production

Enterprise AI loses corrections and operating judgment across sessions, while teams struggle to verify what agents learned, explain why they acted, or control how knowledge changes.

A governed learning layer that verifies new information, preserves provenance and decision history, enforces organizational boundaries, and returns trusted context to future agents.

A portable system of institutional intelligence that improves future decisions while preserving the auditability and control required in regulated and operational environments.

Most AI tools answer individual questions.

Qobri organizes intelligence into specialized workers — each with a role, operating manual, Memuron memory space, skills, tools, schedules, and approval policy — powered by Hermes as the execution engine.

Interactive chat and background automation share one private control plane: usable outputs, retained organizational knowledge, audit history, and human checkpoints for sensitive actions.

HR teams use fragmented tools scattered across platforms—employees apply leave in one system, managers review appraisals in spreadsheets, attendance data lives elsewhere.

Tabelle reimagines HR as conversation.

Complete employee lifecycle digitization from onboarding to exit.

Investment teams manually consolidated data across legacy APIs, spreadsheets, and currency conversions with no way to query it conversationally.

A three-layer AI platform: immutable ETL pipeline (APIs → MongoDB → PostgreSQL), interactive dashboards with PDF exports, and Fini—an LLM chatbot for natural-language portfolio queries.

Sub-67ms query latency, 70% reduction in manual reporting, and fully automated USD/INR reconciliation across multi-currency portfolios.

Manufacturing teams suffer from disconnected silos between engineering bill of materials, scheduling, and the shop floor, causing delayed jobs and lack of visibility.

A connected manufacturing OS where AI agents reason directly over production data, automatically suggesting reroutes and tracking exceptions.

Eliminates silos, reduces late jobs, and provides real-time visibility from BOM to shipping label in a single connected loop.

Personal health records are fragmented across prescriptions, lab reports, and ad-hoc notes, making day-to-day management difficult for patients and caregivers.

A cohesive health app experience with interactive vitals dashboards, OCR-friendly record workflows, secure document handling, and a clean mobile-first UI for everyday usage.

Improves medication adherence, centralizes patient history, and helps families monitor health updates from one interface.

Developers have graveyards of unreleased changelogs and half-finished release notes.

CodeFlex sits inside any git repository, analyzes commits and diffs since a version, and calls an LLM via OpenRouter to generate developer-quality content in seconds.

Zero-friction conversion from shipped code to published content.

Teams make critical decisions in Slack conversations but lose track of them—no audit trail, no accountability, decisions scattered across channels and never recorded in business systems.

A Slack-native decision management platform that enables teams to propose, vote, and finalize decisions with democratic voting, AI-powered summaries, and automatic synchronization to Zoho CRM.

Complete decision audit trail; democratic voting ensures buy-in; automatic CRM sync eliminates lost decisions; searchable decision history transforms organizational governance.

Fashion service providers collaborate with clients using scattered tools—tasks in one system, communications in another, approvals in spreadsheets.

A role-aware B2B platform replacing scattered tools with one workspace.

Transforms how fashion providers collaborate.

Legal teams manually hunt through dense PDFs for parties, clauses, and deadlines — a process that takes hours per document and introduces costly human error.

Automated OCR extracts contract text.

70% reduction in review time with consistent, auditable analysis across entire contract library.

Teams routinely lose track of action items discussed in Slack because capturing them in Asana requires context-switching that simply doesn't happen.

Flask-based bidirectional API bridge embeds Asana task management directly in Slack conversations.

Zero context switching.

The average knowledge worker spends 2.6 hours daily on email, most of it on low-value triage and repetitive replies that drain focus.

Direct integration with Gmail and Outlook via official APIs brings AI-powered inbox intelligence without disrupting workflows.

5 hours reclaimed per user per week.