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Why most AI projects fail

AI implementation is 80% business clarity. 20% tech.

80% Business clarity 20% Tech

Most agencies skip the 80%.

Walk into any “AI agency” today and you'll get the same thing: a clever workflow, a wired-up agent, a Notion dashboard. What you won't get is someone who's actually run a sales team, owned a P&L, or scaled an operation.

That's the gap. AI doesn't fail because the tech is broken. It fails because nobody defined the problem properly, wrote the SOPs, or tied it back to revenue.

We do that part first. The tech comes second, and it's the easy part.

Revenue Ops Live Today

Booked revenue

$2,450,000▲ 18.4%

Calls booked · 7d

142▲ 32%

Hours saved

318h▲ 11%

RevenueLast 16 weeks

  • Outbound voice agent24 calls qualified+12%
  • Payment reminder flow18 invoices cleared+$5K
  • SOP automation11 hand-offs automated−27h/wk
Example dashboard. Illustrative numbers.
Yash Agarwal, founder of Growth Saga, at his desk

“Most AI implementers are coders without business depth, or consultants without technical depth. I'm both.”

Yash

Meet the founder

Built by an operator who's lived on both sides of the table.

Hi, I'm Yash Agarwal. Software engineer by training, business operator by trade. Over the last 15 years, I've co-founded a software company, scaled an e-commerce fashion brand with a team of 200+, run sales and marketing as VP at one of India's largest speciality films manufacturers, and led growth as Chief Growth Officer for an agri-startup expanding across new states.

For the last 5+ years, I've built funnels and automation systems for coaches, creators, agencies and service businesses. For the last 6+ months, I've been shipping AI agents at the velocity of a 5-person team, using Claude Code and the modern AI stack.

Growth Saga is where all of that converges. That's the whole point.

  • Funnel SpecialistCircle of Greatness
  • EngineerCo-founder, software company
  • OperatorScaled D2C fashion · 200+ team
  • VP Sales & MarketingSpeciality films manufacturer

What we build

Four things, done seriously.

The four areas where AI moves the needle for most businesses today.

01

AI agents

Voice agents that book appointments while your sales team sleeps. Outbound agents that prospect, enrich and personalize at scale. Internal agents that handle the work your best people shouldn't be doing.

Every agent we ship is tied to a specific outcome (booked calls, qualified leads, hours saved, revenue captured), not a slick demo that gathers dust in production.

Agents that close the loop, not just the ticket.

02

AI automations

Lead scraping, enrichment, outreach, follow-up, payment reminders, WhatsApp flows, internal handoffs: the boring, repetitive work that eats your team's hours and your margins.

We map your process end-to-end, find the friction, and automate it in custom code, built fast with Claude Code. Not locked behind a no-code platform.

If a human shouldn't be doing it, a system should.

03

AI dashboards

Most businesses sit on top of an ERP, a CRM and ten spreadsheets, and still can't answer “how are we doing this week?” in under five minutes flat.

We wrap AI and clean dashboards around the systems you already own: real-time numbers, plain-English summaries, decisions made in minutes, not Monday meetings.

The number you need, the moment you need it.

04

AI GTM for B2B & SaaS

Pipeline is a system, not a hiring problem. We build the go-to-market engine underneath it: ICP research, list building, signal-based targeting, multi-channel sequences and lead routing that actually reaches the right buyer.

Built for B2B and SaaS teams who need predictable pipeline without tripling headcount. Every stage instrumented, so you know your cost per meeting and where deals stall.

Pipeline you can forecast, not hope for.

Our work

Real systems. Real businesses. Real outcomes.

A look at what we've shipped across industries, from manufacturing floors to creator studios.

ManufacturingAI dashboards

AI CFO for a manufacturing company

Digital printing machinery & ink manufacturing

The problem

  • Working ERP, but zero real-time visibility
  • Payment follow-ups buried in spreadsheets
  • Customer comms scattered across channels

Our solution

  • AI dashboards layered on the existing ERP
  • Automated payment reminders & internal handoffs
  • Email alerts at every step that matters

22-panel CEO dashboard~35 finance reports91 automated alerts

ContractingAI automation

AI invoice entry for an electrical contractor

Electrical contracting & panel manufacturing

The problem

  • Supplier bills typed into the books by hand
  • Site profit reports took minutes to run
  • Tax deductions checked bill by bill

Our solution

  • AI reads supplier invoices and checks the maths
  • Approved bills posted straight into the accounting system
  • Two-way sync between the books and a cloud portal

30–40s site P&L (was ~7 min)97% item match~$0.04 per invoice

Marketing agency · USVoice agents

Outbound voice agents for a US marketing agency

B2B marketing agency

The problem

  • Sales team burning hours on manual calling
  • Inconsistent qualification & missed callbacks
  • Reps walking into cold, unprepared meetings

Our solution

  • AI voice agents handling outbound prospecting
  • Real-time qualification on the call
  • Pre-qualified meetings booked to the calendar

Consultancy · UAEFull GTM

End-to-end GTM system for a UAE consultancy

Cost optimization consulting

The problem

  • Strong delivery, no consistent pipeline
  • Manual prospecting eating founder hours
  • Generic outreach with weak reply rates

Our solution

  • End-to-end scrape → enrich → outreach engine
  • Hyper-personalized AI messaging at scale
  • AI-driven booking straight to the calendar

Culinary · FranceCustom OS

Private chef OS for a French culinary business

Private chef / culinary services

The problem

  • Whole business living in notebooks & spreadsheets
  • Quotations & menus rebuilt from scratch each time
  • No single view of recipes, jobs or staffing

Our solution

  • Custom AI-powered operating system
  • Recipes, menus, jobs & staff in one place
  • One-click quotation generation

Service businessLead qualification

AI speed-to-lead & qualification system

High-intent inbound leads

The problem

  • Hours of delay before any rep responded
  • Hot leads going cold, or to the competitor
  • Reps wasting time on unqualified inquiries

Our solution

  • Sub-60-second AI response on every new lead
  • Auto-qualification against scoring criteria
  • Hot leads routed instantly to the right rep

Creator economyIn development

AI reels engine for a top creator

Creator economy

The problem

  • Manual ideation & scripting eating creator time
  • Editing bottleneck capping output
  • Inconsistent posting cadence on Reels

Our solution

  • AI ideates & scripts Reels at scale
  • Automated edits via Remotion + Hyperframe
  • Full pipeline orchestrated with Claude Code

Specific client names and metrics shared on request. Screens show example data.

Why companies choose us

We think in P&L. The tech follows.

Your part

Bring the business problem and the numbers behind it. We'll figure out whether it's an agent, an automation, a dashboard, or none of the above.

Book a free call
  1. 01

    Built by operators, not coders-turned-consultants.

    15+ years of senior business roles: co-founded companies, scaled real teams, ran sales and marketing at VP and CGO levels. The technical depth is real. The business depth is rarer.

  2. 02

    SOPs first. Tech second.

    Every project starts with the process, not the prompt. If we can't write the SOP, we don't build the agent.

  3. 03

    Tied to a metric, not a milestone.

    We agree on the number we're moving (booked calls, hours saved, leads generated, revenue captured) before we touch a tool.

  4. 04

    Velocity that matches modern teams.

    Built with Claude Code and the modern AI stack. Weeks, not quarters. Shipped, not slideshowed.

  5. 05

    Your data stays yours.

    No black boxes. Your data stays yours, and we keep the system running and improving.

Industries we serve

AI works in any business. The hard part is knowing which problem to point it at.

We've shipped across industries that look nothing alike: manufacturing floors, marketing agencies, clinics, creator studios. The pattern is the same. Find the work that shouldn't be human, and replace it.

  • Manufacturing & industrial
  • Healthcare & clinics
  • Professional services
  • E-commerce & D2C
  • Real estate & property
  • Coaching & education
  • B2B SaaS
  • Marketing agencies
  • Creator economy

The list is illustrative, not exhaustive. If your business runs on processes, AI can help.

Common questions

Questions, answered straight.

Most builds ship in 3–8 weeks depending on scope. Discovery and SOP work happens in the first 1–2 weeks. Build follows. We don't do six-month “transformation programs.”

No. That's our job. You bring the business problem and the numbers behind it. We figure out whether it's an agent, an automation, a dashboard, or none of the above.

It depends on the process. After the free call, we send you a written proposal: one fixed monthly fee, plus a one-time setup fee if your project needs one. Running costs like AI usage and hosting are yours, and we list them upfront. No hourly billing.

Yes. It's built around how your team already works, so they just use it. We handle the upkeep, the fixes and every change, and your data stays yours.

Claude Code, plus Claude, ChatGPT, Gemini or Grok, whichever fits the job. We write custom code where no-code tools aren't enough, and connect to the ERP, CRM and accounting systems you already use.

The list is illustrative, not exhaustive. If your business runs on processes, AI can help. The discovery call is free, and we'll tell you honestly if we're the right fit.

Still wondering about something? Ask Yash on the call. 30 minutes, free, no pitch deck.

Book a free call

Book a call

Let's move the number that matters.

Pick a slot below. 30 minutes, free, no pitch deck.

Discovery call30 min · Google Meet · with Yash

What we'll cover

  • Your business, your numbers, and what's actually broken
  • Whether it's an agent, an automation, a dashboard, or none of the above
  • An honest answer on whether we're the right fit