STRATEGIC · 90-DAY PROGRAM

Stand up your own
in-house AI capability.

A 90-day program that delivers your operating model, platform, model strategy, eval harness, and trained team — so AI lives inside your organization, not at a vendor.

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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 this module actually does in production.

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

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

A 90-day program that delivers an AI operating model, platform, model strategy, eval harness, governance posture, and a trained team — so AI lives as a capability inside your organization. We stay on a 90-day support tail post-handover.
A working AI platform deployed for your team, an operating model and governance pattern, model selection and eval harness, and a trained team that can run and extend the capability day-to-day.
Yes — built around your existing cloud (AWS, Azure, GCP), identity (Okta, Entra, AD), and data warehouse (Snowflake, Databricks, BigQuery).

Deploy enterprise ai in-house
in one engagement.

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

Begin Pilot