---
title: "Services - productized AI engagements for enterprises - Impetora"
description: "Six fixed-scope AI engagement SKUs for enterprises in regulated industries. Discovery, audits, sprints, production builds, operations, and strategy retainers."
url: https://impetora.com/services
locale: en
dateModified: 2026-04-30
author: Impetora
---

# Services - productized AI engagements for enterprises

> Six fixed-scope AI engagement SKUs for enterprises in regulated industries. Three engagement phases (Discovery, Build, Operate) packaged into productized service lines. Vendor-agnostic, evidence-led, TRACE methodology applied end to end.

*Updated 2026-04-30. By Impetora. Email info@ainora.lt to discuss any SKU.*

## The catalogue

### TRACE Discovery

- **Phase:** Discovery phase
- **Duration:** 1-2 weeks
- **Typical scope:** 3-6 use cases scored, written report, fixed-scope SOW
- **Ideal client stage:** Pre-Build, board mandate without a ranked plan

1 to 2 week written read on AI readiness, regulatory exposure, and the highest-leverage use cases. Output: report plus fixed scope for Build.

Read the full SKU: https://impetora.com/services/trace-discovery

### AI readiness audit

- **Phase:** Discovery phase
- **Duration:** 2-3 weeks
- **Typical scope:** 5-10 AI systems, 3 regulatory frames, gap register
- **Ideal client stage:** Before regulator submission, board risk review, or vendor procurement

Standalone gap analysis vs EU AI Act, ISO 42001, GDPR Article 22. Output: per-system classification, control-gap register, remediation plan.

Read the full SKU: https://impetora.com/services/ai-readiness-audit

### AI Sprint

- **Phase:** Build phase
- **Duration:** 4-6 weeks
- **Typical scope:** 1 workflow, 5-25 user cohort, shadow + assist mode
- **Ideal client stage:** Pre-production, after Discovery or with a clean internal scope

4 to 6 week proof of concept on one workflow. Shadow mode then assist mode against a real cohort. Output: working system + go or no-go memo.

Read the full SKU: https://impetora.com/services/ai-sprint

### AI Lighthouse Build

- **Phase:** Build phase
- **Duration:** 8-12 weeks
- **Typical scope:** 1 production workflow, eval + observability + runbook
- **Ideal client stage:** Post-Sprint, or post-Discovery with a high readiness score

8 to 12 week production deployment of one workflow. Architecture, integrations, eval, observability, runbook handover.

Read the full SKU: https://impetora.com/services/ai-lighthouse-build

### AI operations layer

- **Phase:** Operate phase
- **Duration:** 12-month minimum, quarterly gates
- **Typical scope:** 1+ production AI systems, monthly steering, quarterly evidence pack
- **Ideal client stage:** Post-Build, production AI system in steady state

Monthly retainer for production AI: monitoring, drift detection, eval refresh, incident response, regulator-pack maintenance.

Read the full SKU: https://impetora.com/services/ai-operations-layer

### AI strategy retainer

- **Phase:** Operate phase
- **Duration:** 12-month minimum, quarterly gates
- **Typical scope:** Two days per month, quarterly memo, vendor due diligence on request
- **Ideal client stage:** Existing AI portfolio, executive sponsor in role

Quarterly executive advisory: roadmap reviews, vendor due diligence, regulator briefings, written memo. Two days per month.

Read the full SKU: https://impetora.com/services/ai-strategy-retainer

## Decision table

| SKU | Duration | Typical scope | Ideal client stage |
| --- | --- | --- | --- |
| [TRACE Discovery](https://impetora.com/services/trace-discovery) | 1-2 weeks | 3-6 use cases scored, written report, fixed-scope SOW | Pre-Build, board mandate without a ranked plan |
| [AI readiness audit](https://impetora.com/services/ai-readiness-audit) | 2-3 weeks | 5-10 AI systems, 3 regulatory frames, gap register | Before regulator submission, board risk review, or vendor procurement |
| [AI Sprint](https://impetora.com/services/ai-sprint) | 4-6 weeks | 1 workflow, 5-25 user cohort, shadow + assist mode | Pre-production, after Discovery or with a clean internal scope |
| [AI Lighthouse Build](https://impetora.com/services/ai-lighthouse-build) | 8-12 weeks | 1 production workflow, eval + observability + runbook | Post-Sprint, or post-Discovery with a high readiness score |
| [AI operations layer](https://impetora.com/services/ai-operations-layer) | 12-month minimum, quarterly gates | 1+ production AI systems, monthly steering, quarterly evidence pack | Post-Build, production AI system in steady state |
| [AI strategy retainer](https://impetora.com/services/ai-strategy-retainer) | 12-month minimum, quarterly gates | Two days per month, quarterly memo, vendor due diligence on request | Existing AI portfolio, executive sponsor in role |

## Methodology

All six SKUs run on the TRACE methodology: Trust, Readiness, Architecture, Citations and Evidence. Read it in full at https://impetora.com/methodology.

## Contact

Book a discovery call: https://impetora.com/#discovery-call
Email: info@ainora.lt