Sparity Technologies · Sales & Marketing

AI Enablement M2
Sales & Marketing

Role-differentiated AI training for 7 Sales & Marketing roles — built for Sparity's dual model, HubSpot CRM stack, and multi-region reach across USA, India, Middle East, and Australia.

Curated courses

S&M roles

Learning sources

90%

Free courses

Training tiers

Regions covered

◈

This is M2 — standalone, consistent with M1. M1 covers Delivery & Development (11 roles, 52 courses). M2 covers Sales & Marketing (7 roles, 46 courses). Both share the same 4-tier model and AI Guardrails framework.

4-Tier Model — Sales & Marketing Edition

🧭

Tier 1 — Awareness

All staff · 3–6 hrs

AI literacy, HubSpot AI basics, shared vocabulary. Every S&M team member completes before accessing any AI tools.

🛡️

Tier 1.5 — AI Guardrails

All staff · 1 hr · Gateway

Read and acknowledge the Sales & Marketing AI Policy. Required before using AI on any client-facing content.

⚙️

Tier 2 — Application

Role-specific · 8–16 hrs

AI applied to real workflows — content creation, LinkedIn prospecting, proposal writing, HubSpot AI features, campaign management.

🔬

Tier 3 — Strategy

Managers + Directors · 10–20 hrs

AI strategy, revenue forecasting, pipeline analytics, campaign attribution, AI governance, and cross-regional campaign scaling.

AI Across the Sales & Marketing Workflow

Workflow stage	AI application	Key tools	Roles
Prospecting	AI lead scoring, ICP matching, LinkedIn outreach personalisation at scale	HubSpot AI, Claude, LinkedIn Sales Nav	SEPS
Content	Blog posts, whitepapers, case studies, social copy — AI-drafted, human-refined	Claude, ChatGPT, HubSpot Content Hub AI	CWMM
Proposals	AI-assembled proposals from templates, win/loss analysis, exec summary generation	Claude, Copilot, HubSpot Deals	PSSM
Demos	Personalised demo scripts, slide generation, objection handling prep	Claude, Copilot in PowerPoint, Gamma	SEPS
Campaigns	AI-optimised email sequences, A/B test copy, campaign analytics summaries	HubSpot AI, Claude, Canva AI	MMMD
Pipeline	HubSpot AI deal scoring, pipeline forecasting, activity summaries	HubSpot AI, Claude in HubSpot	SMDS
Analytics	Revenue attribution, campaign ROI, competitive intelligence summaries	HubSpot Reports, Claude, Perplexity	DSMD

Presentation Ready · Slide 14 equivalent

Role–Course Matrix

46 courses across 7 roles. Filter by role or search. Click any course to open it.

M Mandatory

O Optional

A Advanced

— N/A

Filter by role

Course	Source	CW	MM	SE	PS	SM	DS	MD

* Click any course name to open it. HS=HubSpot · ANT=Anthropic · DL=DeepLearning.AI · LI=LinkedIn · MS=Microsoft · GCP=Google · CO=Other

Personalised Learning Paths

Courses by Role

Each role has a sequenced path. Tier 1 → 1.5 → 2 → 3. All courses linked directly.

Verified · April 2026

Learning Sources

8 platforms assessed for Sales & Marketing professionals. HubSpot Academy is the primary platform for all S&M roles.

HubSpot Academy

academy.hubspot.com · 100% free

Free certified courses on AI for Marketing, Inbound, Content Strategy, Sales Enablement, and HubSpot CRM AI (Breeze Copilot, Content Hub AI, deal scoring). Updated continuously with the product.

All S&M roles100% freeCertificatesStart here

LinkedIn Learning

linkedin.com/learning · Subscription

Best-in-class for social selling, generative AI for sales, and AI productivity. "AI Essentials for Sales Professionals" learning path is purpose-built for SE, PS, and SM roles.

SE, PS, SM, DS~$30/mo or org plan

ANT

Anthropic Academy

anthropic.skilljar.com · Free

Claude 101 and AI Fluency courses are ideal S&M starting points. Claude excels at writing, persuasion, and research tasks that Sales and Content roles do every day. Claude Cowork is a direct productivity tool.

All rolesFree + certs

DeepLearning.AI

deeplearning.ai/short-courses · Free beta

Practical prompt engineering courses directly applicable to sales copy, content automation, and AI-assisted research. Essential Tier 2 training for CW, MM, and PS roles.

CW, MM, PSFree (beta)

Microsoft Learn

learn.microsoft.com · Free

Microsoft 365 Copilot paths for sales productivity (Copilot in Outlook, Teams, PowerPoint). Ideal for proposal writing and executive-level communication.

SM, DS, MDFree

GCP

Google Skills

skills.google · Free videos

Generative AI Leader certification path is the strongest free strategic course for Marketing Directors and Sales Directors. GenAI fundamentals courses build the foundation for all roles.

DS, MD, SMVideos freeCert $99

Coursera (Wharton / Vanderbilt)

coursera.org · Audit free

Wharton's AI for Business and GenAI for Sales Teams (Coursera) are the best structured courses for non-technical senior leaders and sales teams.

DS, MD, SM, SEAudit free

Kellogg / Wharton Executive

emeritus.org · Premium paid

For Director and C-suite level only. Kellogg's AI Strategy programme and Wharton Executive AI for Business are the gold standard for DS and MD roles seeking credentialled strategic AI education.

DS, MD onlyPremium paid

90-Day Rollout · Sales & Marketing

Delivery Roadmap

Structured for a low-maturity team — starting with shared vocabulary, moving fast to HubSpot AI integration in real campaigns.

◈

Low maturity starting point. The team dabbles with ChatGPT. Fastest ROI: standardise on Claude + HubSpot AI in Month 1, not advanced agent courses. Quick wins build momentum.

Weeks 1–2

Setup & leadership alignment

Present M2 plan to Sales Director and Marketing Director. Define approved AI tools (Claude, HubSpot AI, Copilot). Assign AI Champions — one for Sales, one for Marketing. Distribute and collect AI Policy acknowledgements. Create a shared prompt library folder in HubSpot.

Month 1

Foundation — all S&M staff

Mandatory for all 7 roles: AI For Everyone (Coursera, 6 hrs) + Claude 101 (Anthropic, 1 hr) + AI Fluency Framework (Anthropic, 1 hr) + HubSpot AI for Marketers (HubSpot Academy, 1 hr). Run internal "AI Day" for Sales & Marketing. Goal: every team member uses Claude or HubSpot AI on at least one real task in Week 3.

Month 2

Role tracks begin + HubSpot AI integration

Content Writers: HubSpot Content Marketing Cert + Prompt Engineering (DL.AI). Marketing Managers: HubSpot Inbound + Email Certs + Marketing Automation with AI. Sales Executives: GenAI for Sales (Coursera) + LinkedIn AI path + HubSpot Sales Hub AI. PreSales: Prompt Engineering + Claude Cowork + Copilot for proposals. Managers: HubSpot Reporting + GenAI for Sales Teams. Directors: Google GenAI Leader + Wharton AI for Business.

Month 3

Pilot sprint — AI in live campaigns & pipeline

Run a live campaign or pipeline cycle with AI at every touchpoint. Content team uses Claude for one full content piece. Sales team uses HubSpot AI deal scoring on active pipeline. PreSales drafts one full RFP response using AI. Marketing Manager runs one A/B test using AI-generated copy variants. AI Champions document time saved, what needed heavy editing, and what failed.

Month 4

Advanced tracks — automation & strategy

Marketing Director + Sales Director: AI marketing strategy course + pipeline analytics AI. Marketing Manager: Marketing Automation with AI + social media AI scheduling. Content Writer: Long-form AI content strategies. Sales Executive: Advanced LinkedIn Social Selling + AI-personalised outreach sequences. PreSales: AI-powered RFP automation, competitive intelligence with AI.

M5+

Month 5 onwards

Measure, scale & share with Delivery team

Measure KPIs. AI Champions share wins across M1 Delivery team. Consider combining M1 + M2 into a single company-wide AI enablement deck. Begin planning M3 for Support, HR, and Finance.

Success KPIs

Metric	Target	Measured by	Timeline
% staff completing Tier 1 + 1.5	100%	HubSpot Academy + Anthropic dashboards	End Month 1
Content pieces with AI-assisted drafts	50%+ by M3	Content team self-report + AI Champion log	End Month 3
Time saved per proposal / RFP	2–4 hrs saved	PreSales time tracking before/after	End Month 2
HubSpot AI features activated per user	3+ features	HubSpot admin dashboard	End Month 2
LinkedIn outreach response rate (AI-assisted)	+10% vs baseline	LinkedIn Sales Navigator analytics	Month 3–4
Pipeline forecast accuracy (AI-assisted)	Track vs manual	HubSpot pipeline reports	Quarterly

AI Safe Usage Guardrails Policy — M2 · v1.0

AI Governance &
Content Policy

Effective April 2026. Current governance: manager approval for all client-facing AI content. On-need basis: legal/compliance review for regulated markets. Applies to all S&M roles.

Jump to:

01 Purpose & scope

This policy governs AI usage within the Sales and Marketing department at Sparity Technologies across all active regions (USA, India, Middle East, Australia) and experimental markets (Europe). It applies to Content Writers, Marketing Managers, Sales Executives, PreSales Consultants, Sales Managers, the Director of Sales, and the Marketing Director.

It covers any use of AI tools for outreach, content creation, proposals, demos, campaigns, pipeline management, and analytics — whether for Sparity's IT services business or its own product lines.

02 Core principles

Brand voice must be preserved

AI can draft, but all outbound content must reflect Sparity's established brand tone. Every piece of AI-generated content requires human review for voice consistency before publication or sending.

No false claims or hallucinated facts

AI tools can hallucinate statistics, competitor claims, and product features. Every factual claim in AI-generated content must be verified against source data before use.

Prospect data stays in approved tools

Contact lists, CRM data, prospect emails, and deal information must never be pasted into public AI tools like ChatGPT or Gemini. Use Claude Teams or HubSpot AI which have enterprise data agreements.

Transparency with clients

Sparity does not misrepresent AI-generated content as entirely human-authored in formal proposals or client deliverables. Sales team may use AI for drafting without disclosure in routine outreach, but not in formal contractual documents.

03 Approved AI tools — Sales & Marketing

🟠

HubSpot AI (Breeze Copilot)

APPROVED — All roles

Content Hub AI, deal scoring, email AI, report summaries

Primary AI platform for S&M. Built into existing HubSpot workflow. Data stays within HubSpot's enterprise environment.

🤖

Claude (claude.ai / Teams)

APPROVED — All roles

Writing, research, proposals, analysis

Best AI for long-form content, proposal drafting, competitive research. Use Claude Teams for any work referencing internal deal data.

🔷

Microsoft 365 Copilot

APPROVED — SM, DS, MD, PS

Outlook, Teams, PowerPoint, Word

For proposal decks, executive emails, meeting summaries, and RFP responses within the Microsoft ecosystem.

🎨

Canva AI / Adobe Firefly

APPROVED — CW, MM, MD

Visual content, social graphics, design

AI image and design generation for social media and campaign assets. Do not generate images of real people or clients.

🔵

LinkedIn Sales Navigator AI

APPROVED — SE, PS, SM

Prospect research, outreach suggestions

LinkedIn's built-in AI features for lead recommendations, account summaries, and message suggestions. Data stays within LinkedIn.

🟡

ChatGPT (OpenAI)

RESTRICTED — Generic tasks only

Non-confidential ideation only

May be used for generic brainstorming and non-confidential research. No prospect data, no deal information, no client names, no pricing.

🎙️

AI Meeting Assistants (Otter.ai, Fathom)

RESTRICTED — With consent

Meeting transcription, summary

May only be used for calls with explicit verbal consent at the start. Transcripts must not be shared with public AI tools.

🚫

Unapproved AI writing tools

PROHIBITED — All roles

Jasper, Copy.ai, Writesonic (if not reviewed)

All AI writing tools must be reviewed and approved by the CTO before use on Sparity work.

04 Usage rules by activity

Activity	Status	Guidance

05 Role-specific guidance

Content Writers

›AI may draft blog posts, social copy, whitepapers, email newsletters. All AI drafts must be substantively edited for brand voice — never publish unedited AI content.
›Statistics, data points, and quotes in AI-generated content must be independently verified. AI frequently fabricates sources.
›Do not feed client case study details, unreleased product info, or internal data into public AI tools.

Marketing Managers

›HubSpot Content Hub AI and Breeze Copilot are your primary AI tools — use within HubSpot first before external tools.
›All AI-generated campaign copy must be reviewed by Marketing Manager before going live. A/B test AI variants against human-written control.
›For Middle East campaigns: AI content must be culturally reviewed. For Europe: GDPR-compliant — no personal data in prompts.

Sales Executives

›AI may personalise outreach messages and help research prospects — but every message sent must be reviewed and personalised by the SE.
›Do not paste prospect contact details or deal values into ChatGPT or Gemini. Use HubSpot AI or Claude Teams.
›For USA and Middle East outreach: AI-generated messages may not reflect local communication norms — review before sending.

PreSales Consultants

›AI may accelerate RFP response drafting, competitive research, and demo script preparation.
›All AI-generated proposal content must be reviewed by a Senior PreSales or SM before client submission.
›AI-generated solution architectures must be validated by a Technical Lead (M1 team) before presenting to clients.

Sales Managers

›Sales Managers are responsible for AI governance within their team — they approve all AI-assisted proposals before client submission.
›HubSpot AI deal scoring and pipeline forecasts are advisory — Sales Manager must apply judgment before reporting to leadership.
›Escalate requests for new AI tools to the CTO. Do not independently onboard AI tools for the team.

Director of Sales & Marketing Director

›Directors own the AI enablement outcome for their function and must model AI usage for their teams.
›Strategic AI outputs (forecasts, market analysis, competitive intelligence) must be cross-checked against multiple sources before influencing business decisions.
›Quarterly review of this policy and the approved tool list is the Director's responsibility.

06 Data classification, regions & compliance

⚠

Sparity operates across 5 active regions. AI tool permissions and compliance rules vary by data sensitivity and geography. Review this table before using any AI tool on Sales or Marketing work.

Region keys: EU · GDPR USA · CAN-SPAM ME · Cultural review AU · Spam Act IN · IT Act ALL regions

Data / content type	Classification	AI tool permitted	Region & compliance notes
Generic marketing copy ideas	✓ Public	Any approved tool — Claude, HubSpot AI, ChatGPT	ALL No restrictions
Non-personalised campaign content	✓ Public	Claude, HubSpot Content Hub AI, ChatGPT	ME Cultural sensitivity review required before publishing
Personalised outreach (named prospect)	△ Internal	Claude Teams or HubSpot AI only	USA EU Must include unsubscribe. GDPR: no personal data in prompts.
CRM contacts & email lists	△ Internal	HubSpot AI only — data stays inside HubSpot	EU Prospect lists require lawful basis. AU Spam Act consent required.
Deal values & pricing	✕ Confidential	No external AI tools permitted	ALL Use internal systems only. Escalate to CTO if accidentally shared.
Client contracts & SOWs	✕ Confidential	Prohibited without a signed DPA	ALL Requires legal review before any AI tool access is granted.
Competitive intelligence	✓ Public	Claude, Perplexity, ChatGPT	ALL Verify every claim independently — hallucination risk is high for competitor data.
Meeting transcripts & recordings	△ Internal	Approved tools only — with verbal consent obtained first	ALL Verbal consent at call start. Transcripts must not go into public AI tools.
Content for European audiences	△ Restricted	Claude or HubSpot AI — no personal data in prompts	EU · GDPR Europe is experimental. All content must be GDPR-compliant from day one.
Content for Middle East audiences	△ Restricted	Any approved tool — output must be reviewed before use	ME Religious, political & social context varies by country. Cultural review required.

🇺🇸 USA

CAN-SPAM: all bulk email must include physical address and unsubscribe. AI outreach sequences must be reviewed by SE before sending.

🇪🇺 Europe (experimental)

GDPR: no personal data in AI prompts. Lawful basis required for any prospect contact. Build compliance in before first campaign.

🌍 Middle East

Significant cultural variation by country. AI content for UAE, KSA, Qatar requires human cultural review. Avoid generic AI tone.

🇮🇳 India & 🇦🇺 Australia

India IT Act applies to data handling. Australia Spam Act requires consent-based email. Standard approved tools with normal review.

07 Content approval workflow

Current stance: Moderate — manager approval for client-facing content. Strict escalation on-need for regulated clients (finance, healthcare, public sector).

Content type	Approval required	Escalate to legal / compliance if…
Social media posts	Marketing Manager review	Makes specific product claims or quotes statistics
Cold outreach emails (AI-personalised)	Self-review by SE before sending	Targeting regulated sector — finance, healthcare, or government
Blog posts / whitepapers	Content Writer + Marketing Manager	Contains legal, compliance, or security claims
Proposals / RFP responses	PreSales + Sales Manager + Tech Lead (M1)	Public sector, financial services, or enterprise client
Case studies (client-named)	Sales Manager + Marketing Director + client sign-off	Always — all named client content requires legal review
Paid ad copy	Marketing Manager + Marketing Director	Claims about ROI, competitors, or regulated products

08 Incident reporting & consequences

Any accidental sharing of prospect data, client details, or deal information with a public AI tool must be reported to the AI Champion and CTO within 24 hours. Include: the AI tool used, date/time, description of data submitted, client or project affected, and immediate action taken.

Approved by: _________________________ · Role: CTO / AI Programme Lead · Date: April 2026 · Version 1.0 — subject to quarterly review · Milestone: M2