# Help Lightning Financial Model

JIFFY.ai (by Paanini Inc.) is an AI/ML-driven low-code/no-code enterprise automation platform combining RPA, NLP, document processing, and workflow in a multi-tenant cloud architecture.

- Canonical: https://finamodel.com/startups/help-lightning
- Excel download: https://finamodel.com/startup-models/help-lightning.xlsx
- Category: AI/ML
- Model type: SaaS ARR / Valuation
- Funding round: Series A
- Funding: $18M
- Founded: 2020
- Geography: Global (HQ Palo Alto + Boston; delivery in Bangalore + Trivandrum; clients in US, Europe, APAC, Middle East). [DECK, slide 5]
- Customer: B2C

## About the company

Help Lightning provides visual remote-assistance software for service teams. Through mobile or web collaboration, a remote expert can annotate a field technician's live view and guide maintenance or repair work without always travelling to the site.

The enterprise platform supports industrial and service workflows where a technician needs immediate specialist help. Its product combines video collaboration with augmented-reality-style visual guidance, helping organisations reduce travel, shorten resolution time, and preserve expert knowledge across distributed teams.

The model builds recurring ARR from enterprise accounts, service locations, and technician seats, then captures expansion and churn by cohort. It tests implementation and support cost, customer-success capacity, sales productivity, gross margin, R&D hiring, cash burn, and runway against adoption and avoided-travel outcomes.

## What's included

- 5-year monthly revenue build with stage-appropriate growth assumptions
- Full P&L, headcount plan, and operating-expense schedule
- Cash-flow statement, runway, and burn-rate tracking
- Valuation via exit multiple with a DCF cross-check
- Returns analysis with MOIC and IRR
- Unit economics including CAC, LTV, payback, and cohort retention

## Product & value proposition

Three product lines under the JIFFY.ai umbrella:
- **JIFFY.ai AUTOMATE** - enterprise BPA platform; RPA + ML + workflows + analytics; low-code app builder; multi-tenant SaaS.
- **JIFFY.ai ASSURE** - intelligent continuous test automation.
- **JIFFY.ai INNOVATE** - AI-driven software development from natural language / spoken specs.

Platform stack layers: Designer Tools (Bots/Apps Studio, Workflow Studio, KPI Analytics, AI/ML Workbench), Cognitive Layer (IDP, OCR, NLU/NLP, ML Algorithms), Execution Layer (Bot Orchestration, APIs, Web/Desktop/Green Screen).

Differentiation: app-based automation concept ("HyperApps"); no-code natural-language app generation; combined RPA + cognitive AI in a single platform.

## Revenue model

Not explicitly stated in deck. Inferred from product type and partner list:
- Subscription/ACV SaaS licensing: annual contracts per platform module (AUTOMATE, ASSURE, INNOVATE). Common pricing in enterprise RPA = per-bot or per-user seat. Rationale: multi-tenant cloud architecture and enterprise client base are consistent with annual license + professional services.
- Services / implementation revenue: likely a meaningful share given SI partners (Accenture, KPMG, Deloitte, Cognizant, Wipro, TCS, Capgemini). Rationale: complex enterprise automation deployments typically require onboarding/customization services.
- Channel / partner revenue share or referral from SI alliances. Rationale: named as "Select Partners" on slide 5.

## Traction & metrics

All from slide 5:
- 20 co-founders
- 150 team size
- 6 Fortune/Global 500 clients
- 2 patents pending
- Offices: Palo Alto, Boston, Bangalore, Trivandrum

Client verticals:
- Airline/Travel: largest low-cost airline in the US
- Manufacturing: one of the largest vehicle manufacturers in Europe
- Banking/FS: one of the largest card payment processors in APAC
- Insurance: one of the largest life insurance companies in the Middle East
- Retail: 3 Fortune 500 retailers in US
- Telecom: 4 global telecom providers

Awards/recognition:
- Top 10 Disruptor - RPA & Cognitive Data Processing (2019)
- IDC Game Changer for Financial Services (2019)
- Gartner Honorable Mention, Magic Quadrant for RPA (2019)

No revenue figures, ARR, growth rates, NRR, or customer count beyond above are shown in the deck.

## Unit economics

Case-study efficiency outcomes shown (client-side, not vendor economics):
- 90% resource reduction at peak (Journal Vouchers)
- 100% automation of JV processing
- 85% reduction in overdue invoices
- 80% reduction in invoice processing time
- 75% straight-through processed invoices

## Competition / moat

Not explicitly addressed. Implied differentiation:
- First "app-based" approach to automation (claimed)
- Combines RPA + ML/NLP + test automation + software development in one platform
- Low-code/no-code entry; natural language app generation
- Gartner MQ presence (2019, honorable mention) confirms competitive positioning vs. UiPath, Blue Prism, Automation Anywhere

## Team & funding ask / use of funds

Team:
- Babu Sivadasan - Chairman & CEO
- Hari Menon - Group President, Product & Strategy
- Kris Subramanian - President & COO
- Payeli Ghosh - Chief People, Marketing & Operations Officer
- Regi Roy - Chief Customer Success Officer
- Sales VPs covering Financial Services (David Baker), Europe (Zora Arnautovic), APAC (Sangeetha Phalgunan)
- Advisors: Robert Ward, Dino Di Palma
- Expertise: NLP, AI/ML, Enterprise Software, Banking & FS, IT Outsourcing, IP

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## Recommended financial model

- **Archetype + why:** Enterprise SaaS ARR model with a professional services revenue line. JIFFY.ai sells multi-module annual contracts to large enterprises via direct sales and SI partners - classic high-ACV, low-volume enterprise SaaS. A professional services / implementation line is almost certain given the partner ecosystem and complexity of deployments.

- **Forecast horizon & granularity:** 5 years (Year 1–5), annual granularity. Monthly detail for Year 1 if run rate / cash burn is needed.

- **Key drivers & assumptions:**

| Driver | Value |
| -- | -- |
| Starting ARR | Unknown |
| New logos per year | Unknown |
| Average contract value (ACV) | Unknown |
| Net Revenue Retention (NRR) | Unknown |
| Gross margin (software) | Unknown |
| Services mix | Unknown |
| Sales cycle | Unknown |
| Headcount (150 staff) | 150 |
| Offices | Palo Alto, Boston, Bangalore, Trivandrum |
| Partner channel contribution | Unknown |

- **Scenarios (Base / Bull / Bear - which variables flex):**
  - **Bear:** Slow new logo adds (2–4/year), low ACV, high churn, services-heavy mix → ARR growth <30% YoY
  - **Base:** Moderate logo adds, ACV at midpoint, NRR ~115%, services ~25% → ARR growth 50–70% YoY
  - **Bull:** Accelerated SI channel pull-through, multi-module expansion, platform wins in APAC/EU, NRR >120% → ARR growth >100% YoY

- **Required sheets / outputs:**
  1. **Assumptions** - all drivers with Base/Bull/Bear toggles
  2. **ARR Bridge** - opening ARR, new bookings, expansion, churn, closing ARR by year
  3. **Revenue P&L** - SaaS license revenue, professional services revenue, total revenue
  4. **Gross Profit** - blended gross margin split by line
  5. **OpEx** - R&D, S&M (direct + channel), G&A, headcount build
  6. **EBITDA / Operating Loss** - path to breakeven
  7. **Cash Flow / Runway** - burn rate, cash position (if raise amount known)
  8. **KPI Dashboard** - ARR, logo count, ACV, NRR, CAC payback, LTV/CAC

## Frequently asked questions

### Is the Help Lightning financial model free?

Yes. The Help Lightning model is a free Excel download with live formulas.

### Can I change the assumptions?

Yes. The workbook is editable and its live formulas recalculate when assumptions change.