SPARK

Quick-win AI pilots that prove value fast.

Why this phase exists

AI fails in factories when the first rollout is abstract. SPARK chooses narrow, obvious, high-payoff wins, so the first wave of people to touch AI are the ones who tell the rest it works.

Objective

Deploy 2–3 AI tools that deliver visible, measurable ROI within weeks, not months. Build the organisation's confidence that AI works and create internal champions who'll drive later phases.

What happens

Activities

GST compliance automation (ClearTax or TallyPrime integration)
WhatsApp AI chatbot for top 3 customer workflows: order status, quotations, complaints
Attendance and payroll automation (biometric + greytHR or SalaryBox)
Train-the-trainer programme: one AI champion per department, 2-week intensive in the team's language

What you get

Deliverables

2–3 AI tools in production with documented time and cost savings
AI champion network: minimum one per department
Change management playbook
First ROI report presented to the owner

How we measure success

KPIs

15–20 hours saved per week across quick wins

70%+ user adoption

7/10+ employee satisfaction with the tools

60% reduction in GST filing time

Investment

Budget

₹5–15 lakhs

Government schemes (CLCSS, IndiaAI, ZED) can reduce effective cost by 20–40%. We navigate those for you as part of the engagement.

Who does what

Roles in this phase

Owner / Promoter

Publicly endorses the AI tools; uses at least one dashboard personally.

AI Champions (1 per department)

Trained power users who provide peer support. Formally recognised.

Finance Head

Owns GST automation tool; validates savings.

Sales / Customer Service Lead

Owns WhatsApp chatbot; monitors quality.

HR Head

Owns attendance and payroll automation.

FORGE Consultant

Configures tools, trains champions, measures ROI.

Phase complete when

Checklist

GST auto-reconciliation running for the current month
WhatsApp chatbot handling top 3 query types
Attendance automation covering 90%+ of the workforce
AI champion identified and trained in each department
First ROI report generated and presented to the owner
User feedback collected and documented
Change-resistance issues logged and addressed
Vernacular quick-reference cards distributed at workstations

← Previous phase

Phase 2 · STRUCTURE

Lay the digital bedrock that every AI layer stands on.

Next phase →

Phase 4 · SCALE

Move AI from back-office into the heart of the shop floor.

Your move

Tell us what you're trying to do. We'll tell you if we can help.

First conversation is thirty minutes. No pitch deck. You leave with either a clear next step — or an honest "we're not the right team for this". Both are useful.

Book an intro call Take the free FORGE Readiness Score