B2B SaaS & AINorth America, APAC

From zero to one. Then a pivot that made system integrators the sales channel.

Quills.ai is a bootstrapped no-code GenAI platform that lets business teams ask questions of their data. We ran lead generation, webinars and very targeted outreach, read what the responses were telling us, and repositioned Quills as a tool system integrators deploy for their clients.

0 to 1

Stage delivered

From a bootstrapped start to early market traction

Per instance

New commercial model

SIs deploy Quills for each client, billed per client instance

Antler

Current cohort

Now working on the 1 to 10 stage

QUILLS.AI · ONGOING

About Quills.ai

Quills.ai is a no-code GenAI platform. Business users such as pricing analysts and procurement teams connect it to their data sources and ask questions in plain language, instead of waiting for a technical team to write queries.

The company is bootstrapped. It is currently part of an Antler cohort.

The problem

A new category with no budget to explain it

Buyers did not yet have a line item for natural-language data tools. A bootstrapped company could not buy awareness, so every channel had to earn attention.

Direct outreach produced some responses, not a business

Targeted outreach got replies, but selling one company at a time was too slow for a small team to reach scale.

Each client needed setup and data connections

Getting value from Quills means connecting it to a client's data. A small team cannot do that for every customer directly.

What we did

01Absolute lead generation and marketing from day one

We treated the first phase as pure demand creation: positioning, target lists and a steady marketing calendar.

  • Positioning for business users, not data engineers
  • Target lists by role and data stack

02Run multiple webinars

Webinars showed the product working on real questions and gave outreach a useful reason to start a conversation.

  • Live demonstrations of plain-language data queries
  • Recordings reused in follow-up

03Send very targeted outreach

Outreach went to narrow segments of data and business leaders, and we tracked who replied and why.

  • Small, specific segments
  • Response analysis by segment

04Pivot to system integrators

The responses showed that direct selling would be slow. We repositioned Quills as a tool system integrators cross-sell to their existing clients.

  • SI-focused positioning and outreach
  • Quills deployed inside SI client engagements

05Price per client instance

The commercial model charges per instance. Five SIs with three clients each means fifteen client instances, so revenue grows with the partners' client base.

  • Pricing that rewards partners for each client added
  • A clear model for the 1 to 10 stage

Across the funnel

Every stage had a job. Here is what each one did.

00

Funnel build

Quills started without a funnel. We built positioning, target lists and a webinar programme from nothing.

01

Top of funnel

Webinars and content showing plain-language questions answered on real data.

02

Middle of funnel

Very targeted outreach and follow-up to engaged segments.

03

Bottom of funnel

System integrator partnerships that deploy Quills per client instance.

Results. Measured the way the CFO measures them.

The biggest result was a go-to-market model that fits a bootstrapped company.

  • Quills.ai taken from zero to one.
  • A repositioning from direct sales to a system integrator cross-sell model.
  • Per-instance pricing that scales with each partner's client base.
  • Now working on the 1 to 10 stage, with Quills in an Antler cohort.

Lessons

What you can take from this. Even if you never hire us.

01

A low response rate is information about the channel

When targeted outreach gets some replies but not enough, the message may be fine and the route to market wrong. Look at who replied before rewriting the copy.

02

Price for the channel you want

Per-instance pricing gives system integrators a reason to add every client. The commercial model is part of the go-to-market, not an afterthought.

03

Bootstrapped companies need multipliers, not volume

A partner who already has the client relationships multiplies a small team. One SI with several clients is worth more than several direct prospects.

Questions about this story. Answered.

Still unsure? Ask us directly.

How do early-stage AI startups get their first customers?

Start with webinars that show the product solving a real problem, plus narrow, targeted outreach, then act on who responds. Lemniscate Growth took Quills.ai, a bootstrapped GenAI data platform, from zero to one this way and then shifted it to a system integrator channel when direct sales proved too slow for a small team.

How do you sell a SaaS product through system integrators?

Position the product as something SIs cross-sell into their existing client work, and price it so partners earn more with each client. Quills.ai moved to this model with Lemniscate Growth, charging per client instance. Five SIs with three clients each gives fifteen instances, without Quills selling each client directly.

What is per-instance pricing for SaaS sold through partners?

Per-instance pricing charges for each client deployment rather than each partner. If five system integrators each deploy the product for three clients, that is fifteen billable instances. Quills.ai adopted this model with Lemniscate Growth because it aligns partner incentives with growth and suits a bootstrapped team that cannot sell every client itself.

Why did Quills.ai pivot from direct sales to system integrators?

Quills.ai pivoted because its outreach responses showed direct selling would be too slow. The bootstrapped AI startup's very targeted outreach got some replies, but selling one company at a time could not reach scale with a small team, and each client needed setup work the team could not do for everyone. Repositioning Quills as a tool system integrators cross-sell to their existing clients let partners deploy it inside their own client engagements.

How did Quills.ai use webinars in its go-to-market?

Quills.ai ran multiple webinars that showed the product working on real questions, which gave its outreach a useful reason to start a conversation. For a bootstrapped AI startup that could not buy awareness, every channel had to earn attention, and webinars did that. Recordings were reused in follow-up, while outreach went to small, specific segments and replies were analyzed by segment to learn who was responding and why.

What did zero to one mean for Quills.ai?

For Quills.ai, zero to one meant going from a bootstrapped start with no funnel to early market traction and a go-to-market model that fits the company. We built positioning, target lists and a webinar program from nothing, then used the response data to shift toward system integrators billed per client instance. The bootstrapped AI startup, now part of an Antler cohort, is working on the one to ten stage.

Can Quills.ai's system integrator model work for a startup like mine?

It suits startups in a situation like Quills.ai's: a small or bootstrapped team, a product that needs setup for each client, and system integrators who already hold the client relationships you want. The model also depends on commercial terms that reward partners for every client added, such as charging per instance. If your product needs no setup, or no partners serve your buyers, direct channels may fit better. Quills.ai reached its conclusion by reading its outreach responses.

Want results like Quills.ai? Tell us your number.

Tell us the revenue number and the market. We will come back with the stages that matter most for you, and the ones you can skip.

  • 20 minutes with a senior operator, not an SDR
  • Bring your revenue target and markets; we bring the pipeline math
  • Slots across US, Canada, India, Singapore and GCC time zones

Prefer email? growth@lemniscategrowth.com

Pick a 20-minute slotStraight to a senior operator. No SDR screen.