Full Operating‑AI Catalogue
A complete inventory and master record for every AI’s job, behaviors, data, models, validations, verifications, and measured impact.
Operate your AIs with confidence. Deliver impact on purpose.
Overlook’s OperateAI™ Transformation pairs Big‑4‑grade consulting with the Overlook platform to catalogue every operating AI, design ideal behaviors, launch with guardrails, and prove measurable impact.
Fortune‑500 experience Government‑grade controls Platform‑backed governance
Portfolio risk heatmap and master record montage
What You Get
AI Impact Risk Score & Oversight Views
Explain why each risk exists and get the next‑best actions to reduce it.
Structured Operating Areas for Impact
Assign local operators and experts; monitor, verify, and improve continuously.
Business‑Led AI Operating Model
Roles, rituals, and nudged workflows that bridge technology, management, operations, and the executive office.
80%+ portfolio coverage in 4–8 weeks (typical). Time‑to‑first proof of impact: measured in weeks, not quarters.
Services
Discover & Catalogue
Rapid inventory of operating AIs; establish Named AIs and Public/Private Profiles (problem, target impacts, ideal behaviors, operating areas, time constraints). Stand up the Operating AI Record and baseline portfolio AI Impact Risk Scores.
Design for Impact
Co‑design Ideal Behaviors and Behavior Scenarios (Task/User/Thing/Location). Align Key Data Feasibility and Tailored Models to behaviors and impacts; define validation & regression checklists.
Validate, Verify & Launch
Run Expert Validation pre‑deploy; Operator Verification at go‑live; schedule Monitoring Lists; capture scenario feedback for incremental fixes.
Measure, Evolve & Reuse
Quantify Measured Impact; set Directions to Evolve (e.g., refine entity awareness, deepen context, adapt to community norms); package Reuse Notes and kits.
Each workstream is accelerated by Overlook’s guided forms, nudges, and portfolio views.
How It Works
Governance That Bridges Teams
Roles
Product Manager, Designer, Engineer, Expert, Operator (plus Executive Sponsor & PMO).
Rituals
Fortnightly workstream ceremonies, monthly Steering Committee, quarterly portfolio reviews.
Artifacts
Master records, validation/verification logs, measured‑impact summaries, evolution directives, reuse notes.
Mini‑diagram: Five‑role ring → shared master record → portfolio oversight.
Controls, Standards & Reporting
- Risk explanations + prescriptions: Every score links to “why” and recommended next actions.
- Traceability: From business need → behaviors → data/models → validation/verification → measured impact.
- Taxonomy & analytics: Impact tags enabling portfolio analytics and benchmarks.
Offerings & Pricing Models
Catalogue QuickStart
- Discovery, initial Risk Scores, prioritized roadmap
Operate for Impact Core
- End‑to‑end design/validate/verify for 2–3 high‑value AIs + measurement
Enterprise Scale‑Up
- Portfolio rollout, formalized governance, reuse kits
Proof & Case Signals
Portfolio coverage
>80% in 4–8 weeks
Risk reduction
High→Medium within first release cycle
Time‑to‑first proof
Weeks, not quarters
“Overlook aligned our executives and operators around one record of truth for AI—risk went down, value went up.” — Global COO, Fortune‑500
FAQs
How do you count “operating AIs”?
By distinct business purpose within a system, not by vendor SKU.
Can we use Overlook without consulting?
Yes; the platform stands alone. Our team accelerates adoption and embeds the operating model.
How do you handle regulated environments?
Government‑grade controls, audit‑ready logs, role‑based access, and clear recourse.
What does a typical first 90 days look like?
Catalogue coverage, risk baseline, 2–3 AIs designed & validated, first proof of impact.