FOR RESTAURANT GROUPS · AI STRATEGY

Build an in-house AI capability
for your restaurant group.

Large restaurant companies and franchise networks are moving AI from vendor contracts to internal infrastructure. Agaro helps multi-unit operators design, staff, and operate an AI capability they own — so the competitive advantage compounds inside the business, not outside it.

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Enterprise AI In-House
Week 6 / 13 On schedule

Dashboard

Operations summary across every enterprise ai in-house module deployed in your tenant — last 24 hours.

Overview
MODULES LIVE
6
enterprise ai in-house stack
EVENTS · 24H
3.0K
99.7% first-pass
CONTAINMENT
87%
in-band
AUDIT TRAIL
100%
replayable
OPERATIONS · LAST 24H HANDLED ESCALATED
3,010 events handled
00:0004:0008:0012:0016:0020:00
MODULES · HEALTH 6 live · tap a row to inspect
Program 6 / 13 Live
Platform 8 / 8 Live
Model registry 11 Live
Evals & governance 24 Live
Team enablement 14 / 22 Live
Roadmap 47 Live
RECENT ACTIVITY Live feed · updated 1m ago
14:45
Program COMPLETE W1-4 · Target architecture — Roles · governance · model strategy
14:38
Platform LIVE Inference gateway — vLLM · TensorRT
13:31
Model registry LIVE frontier-claude-4 — Hosted · reasoning
13:24
Evals & governance APPROVED agaro-claims-7b · v2.1 — Promoted to prod
12:17
Team enablement ON TRACK Pilot pod · 8 engineers — Phase 2 · platform ops
12:10
Roadmap BUILD Claims triage agent — Quarter 4 · in flight
PROGRAM · PROGRAM

Program

90-day program tracking — operating model, platform stand-up, model strategy, eval, governance, team enablement.

Overview
Week
6 / 13
on schedule
Milestones hit
4 / 4
no slips
Stakeholders
14
across exec
Governance forum
wk 3
next session
W1-4 · Target architecture Complete
W5-10 · Platform stand-up In flight
W11-13 · Handover Planned
W14+ · Sustain Optional
BUILD · PLATFORM

Platform

Inference, retrieval, evaluation, observability, and a model gateway — deployed in your environment under your accreditation.

Overview
Stack components
8 / 8
all live
Inference RPS
142
p95 480ms
Retrieval index
4M docs
pgvector
Tenant isolation
100%
BYO-KMS · audit
Inference gateway Live
Retrieval Live
Eval gateway Live
Observability Live
Model gateway Live
BUILD · MODEL REGISTRY

Model registry

Defensible mix of open-weights, hosted frontier, and bespoke fine-tunes — chosen by capability fit, not vendor lock-in.

Overview
Models
11
3 frontier · 8 OSS
Fine-tunes
4
in prod
Routing rules
24
capability-based
Vendor concentration
32%
no lock-in
frontier-claude-4 Live
frontier-gpt-4 Live
oss-llama-3.1-70b Live
agaro-claims-7b Live
GOVERN · EVALS & GOVERNANCE

Evals & governance

The evaluation harness and governance forum your auditor and your engineers will both rely on.

Overview
Eval suites
24
continuous in CI
Pass rate
98.2%
+0.4 pts
Governance reviews
4 / 4
this quarter
Release gates · open
0
all approved
agaro-claims-7b · v2.1 Approved
frontier-claude-4 routing Approved
oss-llama-3.1 update Pending
PII redaction policy v3 Live
PEOPLE · TEAM ENABLEMENT

Team enablement

Your engineers, operators, and leadership trained — so the capability outlives our engagement.

Overview
Engineers trained
14 / 22
pilot pod ready
Pair sessions
38
last 30d
Runbooks shipped
12
this phase
Confidence score
4.2 / 5
self-reported
Pilot pod · 8 engineers On track
Operations · 6 staff On track
Leadership Active
Auditor briefing Scheduled
PLAN · ROADMAP

Roadmap

18-month capability roadmap and use-case backlog scored by value and risk.

Overview
Use cases scored
47
in backlog
In flight
12
across pods
Deferred
6
value < risk
Quarterly cadence
Live
review forum
Claims triage agent Build
Underwriting copilot Pilot
Field dispatch agent Plan
Document extraction v2 Queued
Diagnostic · Acme org Discovery
Draft Deploy agent
Findings · 4 high, 6 medium, 11 low
H. Marsh Planning…
Capabilities

What enterprise ai in-house actually does for restaurants.

01

Operating model

Roles, governance, eval policy, model release process — the institutional plumbing that turns AI from a project into a capability.

02

Platform stand-up

Inference, retrieval, evaluation, observability, and a model gateway, deployed in your environment under your accreditation.

03

Foundation model strategy

A defensible mix of open-weights, hosted frontier, and bespoke fine-tunes — chosen by capability fit, not vendor lock-in.

04

Eval & governance

The evaluation harness and governance forum your auditor and your engineers will both rely on.

05

Team & enablement

We train your engineers, your operators, and your leadership — so the capability outlives our engagement.

06

Roadmap & runbook

An 18-month capability roadmap, a use-case backlog scored by value and risk, and the runbooks your SRE team needs.

Specifications

Engineered to a standard, not a slogan.

Length
90-day program
Discovery → architecture → platform → handover. Optional 90-day support tail.
Deliverables
Platform + ops + team
Running platform, defined operating model, trained team, 18-month roadmap.
Deployment
Standard cloud or dedicated tenant
Scoped to your data sensitivity and compliance posture.
Models
Mixed strategy
Frontier-hosted, open-weights, and bespoke. No single-vendor dependency.
Governance
Accreditor-ready
Eval policies, release gates, incident playbooks, and the documentation that survives scrutiny.
Pricing
Fixed-fee program
Contact engineering for scope and quote.
Frequently Asked Questions · Enterprise AI In-House for Restaurants

What restaurants buyers ask about enterprise ai in-house
— before they sign.

It means the group owns its AI models, data pipelines, and decision logic — rather than licensing them indefinitely from vendors. In practice, Agaro helps define the use cases worth owning (demand forecasting, labor optimization, guest personalization), selects the right infrastructure, and trains your team to operate it. The goal is compounding capability, not ongoing consulting dependency.
A scoped pilot runs about 30 days. Full production cutover is typically 8–12 weeks, including integration with the systems restaurants, multi-location groups, and hospitality operators already run, plus the handoff and escalation flows your team expects.
Yes. Agaro is SOC 2 Ready and HIPAA Ready, with role-based access controls, encryption at rest and in transit, per-deployment data isolation, and full audit logging — so the deployment meets the security bar restaurants, multi-location groups, and hospitality operators are held to.

Deploy enterprise ai in-house
for your restaurants team.

A 30-day pilot will show you the integration shape, the operator experience, and the audit trail your team will ask about — delivered by a senior engineering team that ships AI to production for restaurants, multi-location groups, and hospitality operators.

Begin Pilot