teradata. AI Strategy · Sales Play 01

Wave 1 · v1.0 Internal · Naming per Guide D044422 Open the Parable
Sales Play 01 SP-01 · AI Strategy

From human analytics to agentic intelligence.

The front-door play. For CDOs and Chief AI Officers where the board is asking "where are we on the AI journey — and what does the next stage cost?" Framed by The Ascent — the parable that turns the buzzword cloud into a route with a named summit and a marked Wall. Its model — the interactive AI Maturity Model — scores the estate against 27 requirements traced to Forrester, Gartner and IDC, and returns a roadmap computed from the customer's own answers.

Buyer · CDO · CAIO · Head of Architecture Every requirement · analyst-traced Wave 1 · Get in the room
Scroll
The play at a glance

A journey argument — every level named, every requirement analyst-traced.

AI maturity is not a vendor opinion. Every enterprise AI journey climbs the same six levels, and every one meets the same wall where a pilot has to become an enterprise agent. This play turns that structural fact into a diagnostic — and hands the CDO office a defensible written roadmap in two hours, with every requirement traced to Forrester, Gartner or IDC.

🎯 Anchor asset

The Ascent parable

Interactive · in this pack. ~5-minute interactive scroll-story. The buzzword cloud becomes a mountain with a named summit, a sequence of reachable camps, and a clear marker at The Wall. EN + DE.

  • Companion talk tracks EN + DE
  • Companion Executor (persona-tuned outreach)
  • Sets up the AI Maturity Model — the play's model
🧭 Funnel filter

Where the journey has stalled

This play works where the AI ambition is large enough to be board-level and the AI outcome is smaller than the ambition.

  • Board-mandated AI transformation ✓✓
  • >2 years of AI investment, still POC-heavy
  • Published maturity assessment (own or third-party)
  • Data governance in place, agentic AI not yet at scale
👤 Primary buyer

CDO · CAIO · Head of Architecture

Strategic owner of the AI journey. Reads the roadmap. Owns the maturity narrative to the board. Answers the "where are we, where can we go" question.

  • Secondary: Head of AI Platform · Chief Data Scientist
  • Anti-signal: AI treated as pure R&D, no P&L ownership
  • Anti-signal: no published or internal maturity assessment
27
Analyst-traced requirements
Forrester · Gartner · IDC
6+4+27
Levels + layers + reqs
Structural framework
4/4
Wave 1 shipped
Parable · Guide · Quick Start · Executor
EN·DE
Languages live
Parable · Quick Start · Executor
The wave train

Assets ship in the order the seller experiences the deal.

Wave 1 is the sales-play layer around the parable and the model. The sales-play layer around the bundled parable and model is the work.

Wave 1

Get in the room

CDO outreach · positioning · first-meeting framing
The parable (anchor) and the model are already bundled in this pack. Wave 1 is the sales-play choreography around them — Executor for outreach, Talk Track Guide for meeting flow, Quick Start for board briefer.
The Ascent parable (anchor) bundled in this pack
Talk Tracks EN + DE bundled in this pack
Talk Track Guide (sales-play layer, this bundle)
Quick Start 1-pager (board-forwardable A4)
Strategy Executor (CDO · CAIO · Head of Architecture)
🟡Executor DE prompts variant
Wave 2

Frame & diagnose

Interest → scored maturity assessment
The model is built and bundled. Wave 2 is where it deepens — industry lenses, richer scoring, and the frame the customer picks.
6-level interactive journey with 'The Wall'
4-layer Architecture Vision (Knowledge → Policy)
27-requirement Self-Assessment
Use-Case Studio (BYOI — Anthropic / Google)
Implementation Roadmap generator
🟡Industry lens toggles (Banking · Insurance · Public Sector · Auto)
Wave 3

Design & scope

Workshop-ready, engagement-ready
Workshop template, AI Services engagement mapping, industry payloads.
🔴2h AI Maturity Assessment Workshop template
🔴Mapping to AI Services (3-month base · 12-month strategic)
🟡Industry payloads — Banking · Insurance · PubSec · Auto · Pharma
🟡Reference architectures per industry
Wave 4

Justify & defend

Survive procurement · competition
Competitive positioning, discovery Qs, objections, procurement disclaimers.
🟡Competitive positioning — vs. IBM · Snowflake · Databricks · hyperscaler-native maturity claims
🔴Discovery question set (analyst-grounded)
🔴Objection handling library (top-10)
🔴Procurement disclaimers · analyst-source attribution rules
🔴Manager coaching framework (strategy-conversation red flags)
Wave 5

Close, expand, sustain

Scale · refresh · executor · routing
Deal-desk packaging (AI Services), metrics telemetry, refresh cadence, FDE feedback, partner co-sell, Executor persona expansion.
🔴Deal-desk packaging — AI Services (platform + advisory)
🔴Metrics & telemetry v1
🔴Refresh cadence (analyst-report update rhythm)
🔴FDE feedback loop → AI Architecture Excellence corpus
🔴Partner co-sell (SI co-delivery · Accenture · Deloitte · Capgemini)
🔴Executor +6 personas (Head of AI Platform · CDS · EA)
🔴Cross-play routing (Strategy → Sovereignty · Strategy → ROI)
🔴FR / ES localization
Wave 1 · Shipped

Six artifacts. Field-usable today.

Six self-contained HTML files — no build step, no dependencies, each opens from a local folder. The parable opens the conversation and the model runs the diagnostic; the four sales assets around them carry the choreography. House-of-brand guardrails applied; naming compliant throughout.

Live
📖
Parable · The anchor
The Ascent
The anchor story. Interactive scroll-story: buzzword cloud → mountain with a named summit, reachable camps, and The Wall marked. EN + DE. ~5-min read.
why-the-ascent.html
Live
🗺️
Model · Interactive diagnostic
AI Maturity Model
6-level journey, 4-layer architecture, 27 analyst-traced requirements. Self-Assessment, Use-Case Studio (BYOI) and a generated roadmap. Every number computed from the customer's own input.
dist/AI_Maturity_Model-viewer-plus.html
Live
🎙️
Parable Talk Track · Beat-by-beat script
The Ascent — beat by beat
The script for the parable itself: one section per beat, verbatim opening lines, the lines to land in bold. Separate EN and DE editions.
why-the-ascent-talktrack.html
Live
🎤
Talk Track Guide · Sales choreography
Presenter field guide
Companion to the parable talk track, not a replacement: persona-to-beat pairing, play additions between beats, the turn to the model, objection handling, workshop hand-off.
talktrack-guide.html
Live
📄
Quick Start · Board-forwardable
Board-forwardable briefer
A4 landscape single-page briefer. Print-ready. 3-minute skim. 4-layer architecture card, 6-level journey with The Wall, analyst-framework cells, 2h workshop CTA.
quickstart.html
Live
✉️
Executor · Persona outreach
CDO-tuned outreach
Two-stage AI-assisted workflow. Stage 1 · persona essay generator. Stage 2 · outreach built on the parable and the model. 3 personas: CDO · Chief AI Officer · Head of Architecture.
executor.html
The framework

Four layers. Six levels. 27 analyst-derived requirements.

Not a Teradata framework. Every requirement traces back to Forrester, Gartner, or IDC. That is what earns procurement's trust — and what makes the Maturity Model asset defensible in every strategy conversation.

AI Maturity Model · 4-layer architecture
Data flows upward. The Knowledge Layer is the foundation nobody else invested in.

The 4-layer architecture is the analyst-grounded reference model. Bottom-up: Knowledge (foundation), Translation (semantic grounding — where AI hallucinations are won or lost), Agentic (where agents reason and act), Policy (the trust layer). 27 requirements distributed across the four. All published, all defensible.

L4
Policy Layer
Trust · governance · agent identity
7 reqs
L3
Agentic Layer
Agents reason · act · orchestrate
7 reqs
L2
Translation Layer
Semantic grounding · anti-hallucination
6 reqs
L1
Knowledge Layer
Foundation · vectors · lineage · schema
7 reqs

📊 Analyst frameworks — every requirement sourced

The 27 functional requirements are derived from six published analyst frameworks. This is what makes the AI Maturity Model asset survive procurement scrutiny.

Forrester
Data Fabric Q4 2025
The Knowledge Layer's structural reference
Forrester
Data Governance Solutions Q3 2025
Governance requirements grounding
Gartner
D&A Governance MQ 2026
Policy Layer alignment
Gartner
Semantic Layer for AI 2025
Translation Layer definition — the layer nobody costed for
Gartner
AI Engineering 2025
Agentic Layer requirements
IDC
MarketScape Unified AI Governance 2025-26
Cross-layer governance model
The 14-slot asset spine

Every sales-play slot with a wave assignment and a status.

Same 14-slot spine as Sovereignty and ROI. Strategy's is the most complete of the three because its model (the Maturity Model) has been live for months.

SlotContentStatusWave
A · High-level graphic4-layer architecture + 6-level journey visualizationIn this pack · reusable in decks✅ LiveW1
B · Differentiation"Analyst-derived framework · Knowledge Layer as foundation where nobody else invested"Talk Track Guide Section 2 · verbatim✅ LiveW1
C · Proof point6 analyst framework sources + 27 requirements + industry references (Banking · Insurance · Auto · PubSec · Pharma)✅ LiveW2
D · Concrete next steps2h AI Maturity Assessment Workshop → scored Self-Assessment → Roadmap🟡 Live via ModelW3
E · Mapping into AI Services27 requirements ↔ Teradata Cloud · Factory · Fabric · AI Studio · Enterprise Vector Store · Context EngineCapability-Gap-Analysis (293-node model) · Live✅ LiveW3
F · Industry-specific touchBanking · Insurance · Public Sector · Automotive · Pharma industry-lens toggles🟡 AdaptW3
G · Feedback loop into R&DMaturity assessment scores → AI Architecture Excellence corpus — channel undefined🔴 BuildW5
H · Objection handling libraryTop-10 (already have a maturity model · analyst framework challenge · workshop-ROI question)🔴 BuildW4
I · Competitive positioningvs. IBM · Snowflake · Databricks · hyperscaler-native "maturity" claims🟡 AdaptW4
J · Discovery question set15–20 Qs — analyst-grounded listening (Which layer is loudest on the board? Which is nobody funding?)🔴 BuildW4
K · Legal / analyst-attribution rulesEvery framework claim analyst-attributed · no fabricated maturity scores · Maturity Model must never be called "our framework"🔴 BuildW4
L · Localization planEN + DE at W1–W2 (both bundled) · FR + ES at W5✅ EN/DE liveW1
M · Metrics & telemetryMaturity Model visits · Self-Assessment completions · workshop bookings · AI Services engagements sourced🔴 BuildW5
N · Lifecycle & refresh cadenceAnalyst report refresh (annual) · Maturity Model content refresh (quarterly)🟡 Live patternW5
Naming (Guide D044422) · Use throughout: Teradata Autonomous Knowledge Platform · Teradata Cloud · Teradata Factory · Teradata Fabric · Teradata AI Studio · Teradata Database · Tera · Context Engine · Enterprise Vector Store · Active Compute / Elastic Compute · Connected Data Foundation. Never use: AK Cloud · AI Factory · Artemis · AI Workbench · ClearScape Analytics (as product name) · QueryGrid · Enterprise Cluster.
Canonical Seismic mapping

The play in Revenue Enablement's native format.

The model covers Phases 1–3 through the interactive tool; the sales-play layer covers the rest.

QUICK

Quick Start

ICP: CDO / CAIO / Head of Architecture with board-mandated AI transformation.

✅ Live
P1

What to Know

6-level journey + 4-layer architecture + 27 analyst-derived requirements.

✅ In this pack
P2

What to Say

Bundled storyline talk tracks EN + DE + Play Guide (sales-play layer).

✅ Live
P3

What to Do

Self-Assessment → Use-Case Studio → Roadmap → AI Services engagement.

✅ Live
P4

Manager Enablement

Co-sell with AI Architecture Excellence Program + coaching + FDE loop.

🟡 Adapt
Wave-ordered backlog

Ordered by when in the deal cycle — not by dev effort.

Every item unlocks a moment the seller must win. Wave 1 items are shipping this quarter. Waves 2–3 deepen the model. Waves 4–5 are the defense and sustain infrastructure.

Wave 1

Get in the room · 4 shipped · 1 in flight

  • The Ascent — the parable / storyline for the play.Live
  • Strategy Talk Track Guide — sales-play choreography around the storyline.Live
  • Strategy Quick Start — A4 board briefer with 4-layer arch + journey + 6 analyst framework cells.Live
  • Strategy Executor — CDO · CAIO · Head of Architecture personas.Live
  • 🟡 Executor DE prompts — parallel variant.~2d
Wave 2

Frame & diagnose · model deepening

  • AI Maturity Model — the play's interactive model diagnostic, built and bundled in this pack.Live
  • Talk Tracks EN + DE — storyline scripts, bundled.Live
  • Interactive Self-Assessment — 27 requirements, in the Maturity Model.Live
  • Use-Case Studio — BYOI, in the Maturity Model.Live
  • 🟡 Industry lens toggles — Banking · Insurance · Public Sector · Auto payloads to deepen.~1w / industry
Wave 3

Design & scope · workshop-ready

  • 🔴 2h AI Maturity Assessment Workshop template — facilitation guide + timing blocks.~1 week
  • 🔴 AI Services engagement mapping — 27 requirements ↔ 3-month base / 12-month strategic.~1 week
  • 🟡 Industry payloads — Banking · Insurance · Public Sector · Auto · Pharma.~1w / industry
  • 🟡 Reference architectures — one per priority industry.~1 week each
Wave 4

Justify & defend

  • 🟡 Competitive positioning row — vs. IBM · Snowflake · Databricks · hyperscaler-native maturity claims.~1 week
  • 🔴 Discovery question set — analyst-grounded listening (15–20 Qs).~3d
  • 🔴 Objection handling library — top-10 (already have a maturity model · framework challenge · workshop-ROI).~4d
  • 🔴 Legal / analyst-attribution rules — never call the Model "our framework" · analyst-source rules.~2d
  • 🔴 Manager coaching framework — CDO / CAIO conversation red flags.~1 week
Wave 5

Close, expand, sustain

  • 🔴 Deal-desk packaging — Strategy (AI Services + advisory) commercial shape.~1 week
  • 🔴 Metrics & telemetry v1 — Maturity Model visits · Self-Assessment completions · AI Services sourced.~1 week
  • 🔴 Refresh cadence — analyst-report update rhythm · quarterly Maturity Model content refresh.~3d
  • 🔴 FDE feedback loop — anonymized Self-Assessment corpus → AI Architecture Excellence Program.~1 week
  • 🔴 Partner co-sell wiring — SI co-delivery (Accenture · Deloitte · Capgemini).~2 weeks
  • 🔴 Executor +6 personas — Head of AI Platform · Chief Data Scientist · Enterprise Architect (extends to 9 total).~1 week
  • 🔴 Cross-play routing rules — Strategy → Sovereignty · Strategy → ROI.~3d
  • 🔴 FR / ES localization.~1w / lang
Ready to circulate

Six artifacts. One coherent Wave 1 pack. Ready for LT and Sales to react to.

Open The Ascent — the anchor parable — to see the play in the seller's hands. Or open the AI Maturity Model, the play's diagnostic, and score an estate against it.