Citizen concierge
Turns municipal services into clear guided answers with citations, forms, service routing, and multilingual support.
Agent operating layer
Agents that feel like a private operations team, not a chatbot skin.
Build domain agents for municipalities, legal teams, HR, finance, and support. Each one gets model routing, grounded knowledge, quality gates, audit traces, and a branded widget from the same no-code control plane.
10+ specialist agents 1 script to deploy 100% policy-traced
Active agent Municipality Agent
Guides citizens through permits, local services, records, and municipal policy with grounded, auditable answers.
97% gate pass 182ms avg route
model.gateway: fallback armed knowledge.index: 24 sources synced quality.guard: injection shield on
Agent species
Every agent gets a different brain shape.
Instead of one generic assistant, Aris888 AI lets each domain run with its own mission, tone, sources, policy limits, and deployment surface.
Legal interpreter
Reads policy, contracts, and compliance files while staying inside refusal rules and escalation boundaries.
contract clause risk flag approved language
HR memory
Answers policy questions with role-aware precision and keeps every sensitive edge case auditable.
Finance navigator
Explains tax, reimbursement, procurement, and reporting workflows without breaking governance controls.
Runtime theater
Watch one message become a governed answer.
Each interaction moves through intent, model routing, knowledge retrieval, safety checks, and widget delivery. The page is marketing, but the architecture mirrors the admin console.
Intent enters the airlock
The agent classifies the user’s job, domain, risk level, and required source depth before touching the model.
Models route like signal paths
Provider strategy, fallback order, latency budgets, and token controls decide the runtime path for the response.
Knowledge becomes gravity
Files, sources, refresh cycles, confidence signals, and citations keep the answer attached to your institution.
Quality gates close the loop
Hallucination checks, refusal rules, policy risk, and approvals are recorded before the widget speaks.
No-code control
A page-worthy promise: creative frontend, serious backend discipline.
Agents are designed visually, but operated with admin-grade controls: instruction versions, source indexing, widget branding, analytics, and traceable approvals.
Versioned prompts and response policy Source-grounded knowledge with confidence signals Quality and safety gates before production Usage, audit, and incident context per session
Governance blackbox
When an answer ships, the evidence ships with it.
Every agent can be reviewed like a flight recorder: what source was used, which policy version applied, which quality gate passed, and what changed in admin.
Policyv4.2 signed Sources24 indexed Safetygate passed Audittrace locked
Launch corridor
Your next specialist agent is one control plane away.
Create the agent, map its brain, prove its behavior, and publish it to the site without a custom engineering sprint.