A user dashboard for any M3 ERP product — with ticketing integrations and working knowledge of the M3 ION API suite, bringing Consequence Preview and AI. Daily use is where trust is built or destroyed: a wrong answer inside a tool someone opens forty times a day is a credibility problem that never goes away. That's why the Toolbox carries the story.
Whichever repo a capability lives in is an implementation detail. What matters to the person using it: ask a question in the dashboard you already have open, and get a grounded answer or a governed write — never a guess.
Grounded, source-cited narration and briefs. Every number carries where it came from; thin or ambiguous data gets an honest refusal instead of a confident paragraph.
The Toolbox's core mechanic, and the single best live demo in the portfolio — watch it tell you what will happen before you let it happen.
The Toolbox is built to sit alongside the ticketing systems a team already runs, not replace them.
Fluent in the M3 ION API surface so a request maps to the right program and transaction, not a guess.
An agent can propose a write, never execute one. A verified operator confirms; it runs exactly once.
The migration accelerator proved it first. Here's the same discipline, in the tool you'd actually live in.
Seven source tiers, enforced in code, from live-tenant confidence down to UNVERIFIED — a hard stop. The answer is withheld, not degraded.
A draft carries no token. A human approves at a dedicated confirm surface, which mints a one-time token server-side — the agent never holds it. The result lands in a tamper-evident, hash-chained ledger.
Consequence Preview and Narrate both run as live interactive demos on the homepage — a governed write from ask to audit, and a grounded narration that refuses before it guesses.
Ask Dovrin to raise a credit limit and watch the read → preview → confirm → audit loop run end to end, or ask it about overdue AP and watch it withhold rather than guess.
We're onboarding a small number of design partners. You bring the M3 environment and the use case; we bring the governed engine and build it with you.