Multi-Agent AI Systems for Growing Businesses

Every lead worked. Every customer followed up. Nothing drops.

Runstack builds AI agent systems that run your repetitive ops — lead scoring, follow-ups, support replies, retention — so your team stops copy-pasting between WhatsApp, your tools, and sheets.

RUNSTACK / AGENT RUN #0842
LIVE
01Lead in — Instagram DMqueued
02Intent scored — 84% confidencequeued
03Reply drafted + sentqueued
04CRM record updatedqueued
05Follow-up scheduled — 48hqueued
4 tools · 1.4s run time Human review: not required
What we build

Systems for the work that shouldn't wait on a person

We automate high-volume operations by connecting your front-end channels to your core back-office systems.

Tools Integrated
Instagram Business API
WhatsApp Business API
HubSpot / ActiveCampaign
Slack / Discord
Google Sheets
Target Outcomes
Response times under 2 minutes
+22% lead-to-booking rate
Zero warm leads left unread
01 · INTAKE

Lead Intake & Scoring

Capture inquiries from Instagram, WhatsApp, email, and web forms instantly. Our AI agents parse each incoming query, verify details, score purchase intent, and route hot leads to the right team members immediately.

1. Multi-Channel Monitoring

AI agents listen to inbound channels, instantly consolidating inquiries into a single unified queue.

2. Data Lookup & Profiling

The system cross-references the sender's metadata against Shopify and CRM records to identify existing customers or repeat inquiries.

3. Intent Analysis

An LLM-driven classifier grades lead value and intent confidence, separating high-buying inquiries from spam.

4. Alerting & Routing

High-value prospects trigger a Slack notification containing customer details and a context-aware drafted reply.

Tools Integrated
Shopify API
WhatsApp Business API
Klaviyo / ActiveCampaign
Gmail API
Target Outcomes
14% cart recovery rate
3.2x return on WhatsApp spend
100% follow-up execution
02 · FOLLOW-UP

Automated Follow-Up Sequences

Never let a warm prospect go cold. We build structured WhatsApp and email sequences that re-engage abandoned checkouts, custom invoices, and stalled conversations. The AI agent handles objections, answers common product FAQs, and guides customers to buy.

1. Trigger Hook

Shopify indicates an abandoned checkout, or a CRM stage changes to "Follow-up required".

2. Personalized Initial Reach

The system triggers a WhatsApp or email referencing the specific items and offering help.

3. AI Objection Handling

If the user replies, the agent answers questions about shipping times, sizes, or stock availability in real-time.

4. Direct Checkout Hand-back

The agent helps the buyer choose and routes them straight to a pre-filled cart with discount codes applied.

Tools Integrated
Shopify Admin API
AfterShip / ShipStation
Gorgias / Zendesk / Help Scout
WhatsApp Business API
Target Outcomes
60% auto-resolution of FAQs
85% reduction in ticket age
Seamless human escalation
03 · SUPPORT

Order & Support Automation

Cut support workloads without sacrificing response speed. AI agents handle order tracking, returns processing, and common brand inquiries automatically. For complex or sensitive issues, the system performs a clean handoff to your team.

1. Ticket Analysis

Inbound support tickets are parsed to identify order references, customer email, and query type.

2. Live Fulfillment Lookup

The agent queries Shopify and AfterShip to pull tracking numbers, delivery dates, and package locations.

3. Automated Reply & Action

The system sends status updates, triggers shipping delay notifications, or initiates return labels instantly.

4. Intelligent Escalation

If a customer is upset or asks something complex, the ticket escalates to a human with the draft response ready.

Tools Integrated
Shopify Customer API
Okendo / Loox Reviews
Klaviyo Flows
WhatsApp Business API
Google Sheets
Target Outcomes
3x review submission rate
+8% Customer LTV in 90 days
Real-time feedback insights
04 · RETENTION

Post-Purchase & Retention Flows

Turn one-time buyers into loyal brand advocates. Automatically trigger satisfaction surveys, NPS capture, photo review requests, and personalized re-order offers based on the purchase frequency of your products.

1. Post-Delivery Tracking

Carrier confirms delivery, triggering a countdown calibrated to the brand's usage cycle.

2. Sentiment Check-in

A friendly chat check-in is sent via WhatsApp to capture feedback before asking for reviews.

3. Review & UGC Capture

Highly satisfied buyers are directed to upload photos/reviews directly to Shopify integrations like Okendo/Loox.

4. Win-Back & Replenishment

If a product is consumable or seasonal, the agent triggers a replenishment offer at the exact re-order window.

What's Next

Where Runstack is focused right now

These reflect our current focus and real work in progress — not a list of every industry served.

01 · CORE FOCUS

D2C & E-commerce

LIVE

Order support, retention flows, and lead follow-up automation for online brands. This is our current core focus.

02 · EXPLORING

Professional Services (Law/Consulting)

EXPLORING

Client intake, document processing, and scheduling automation. Based on a working demo built for a law firm pitch.

03 · EXPLORING

Real Estate

EXPLORING

Lead scoring and follow-up automation for property inquiries, appointment booking, and post-viewing feedback capture.

04 · EXPLORING

HR & People Ops

EXPLORING

Candidate intake, interview scheduling, and onboarding follow-up automation for HR teams.

Best fit

Built for founders still doing this by hand

01

Founder-Led Businesses

You're still checking DMs, replying to order queries, and updating sheets yourself.

02

Small Ops & Support Teams

2–5 people handling a volume of repeat, low-judgment tasks that don't need a human every time.

03

Brands Scaling Past Manual

Order volume is growing faster than your team can keep up with manually.

Why Runstack exists

I'm Pramit. I started Runstack because I watched too many founders and small ops teams get buried in low-judgment, repetitive tasks. They were spending hours copying data between Shopify and sheets, sending manual WhatsApp follow-ups, or copy-pasting tracking links.

My background is in software systems and API integrations. I believe AI works best when it runs behind the scenes as a quiet operations assistant. It shouldn't just draft marketing copy — it should coordinate your tools and handle your day-to-day operations reliably.

We don't sell generic chatbots or make promises about replacing your entire staff. We sit down, map your specific workflow triggers, write plain code, connect your real-world tools, and deliver a system you own.

If you are still checking Instagram DMs at midnight or updating tracking numbers by hand, we should automate it.

Founder Profile

FOUNDERPramit Pujara
FOCUS AREAOps Automation & APIs
BASED INRaipur, IN (Working Remotely)
PHILOSOPHYWrite plain code. Solve real bottleneck ops.
How it works

One workflow at a time, not everything at once

01

Map the workflow

We find the exact trigger, decision points, tools involved, and where a human still needs to approve something.

02

Build & test

The agent system is connected to your real tools and tested against your actual past cases before going live.

03

Hand over & monitor

You get a working system, a run log you can audit, and a clear path for what to automate next.

Pricing

Start with one workflow

Fixed packages mapped to the complexity and integration requirements of your operations.

Starter

Single Workflow

$99–199 one-time
  • 1 focused automation
  • WhatsApp or email follow-up
  • Basic sheet/CRM sync
  • Testing & handover
Start here
Custom

Multi-Agent System

Custom quote
  • Full multi-agent build
  • Custom logic & approvals
  • API-level integrations
  • Priority support
Talk to us

Final pricing depends on tools, complexity, and integrations. Confirmed after a free audit.

FAQ

Pricing, Support & Timeline

Answers to common questions about scoping and delivery of custom AI automation workflows.

How is pricing scoped?

We price based on the complexity of the workflow logic, the specific APIs/tools involved, and the volume of trigger events. A simple WhatsApp notification sequence is priced differently than a full system that syncs Shopify data, scores lead intent, and updates CRM status across multiple platforms.

What is included in the support window?

Our Growth and Custom packages include a 14-day support and monitoring period after implementation goes live. During this window, we monitor agent run logs, fix API connection errors, and fine-tune LLM prompts based on real-world usage to ensure the system is stable.

What is the typical delivery timeline?

A single Starter workflow is typically developed, tested, and handed over within 7 days. More complex connected systems (Growth package) are delivered and launched in 10 to 14 days. Custom enterprise automation timelines are scoped out individually.

Are there any ongoing software fees?

We do not charge recurring monthly subscription fees for our development work. You only pay for your own API usage (e.g., OpenAI or WhatsApp API credits) and standard tool subscriptions. We build on infrastructure that minimizes your operating overhead.

Get started

Tell us what's slow or repeated

Two minutes to fill out. We'll come back with the most practical first workflow to automate — not a generic sales pitch.

AVG REPLY~24 hrs
BASED INRaipur, IN
WORKS WITHClients globally

Provide at least one contact method. No spam — this goes straight to a real reply, not a sequence.