- 2-minuteLead response
- +30%Revenue lift
- ZeroManual handoffs
01What BrownMind owns
Three kinds of system, taken off your plate end to end.
- 01AI workflow automation96%manual research eliminated in one production content workflowYour 47-step n8n workflows break every week. You don't have time to babysit automations that can't handle edge cases.A trigger fires, data gets enriched, processed, and routed to the right destination. Runs end-to-end without anyone touching it. Every edge case handled, every step logged.How this works
- 02Conversational AI30%revenue lift from faster engagement and automated follow-upBy the time someone manually responds, the prospect already booked with a competitor. Automated follow-up isn't optional.Chatbots, voice AI, and RAG-grounded assistants that qualify leads, answer questions, and engage around the clock across messaging, web, and internal workflows.How this works
- 03AI product development8 weeksfrom working idea to production-ready AI product in one flagship buildCRM, email, calendar, WhatsApp — none of them sync. You need one system that connects everything, not seven tools duct-taped together.Multi-tenant platforms with auth, billing, and usage controls built in. From monorepo to production deployment. Your own product, not a white-label.How this works
02Operating model
How the work runs, and who runs it.
01 · Day 0
Audit
A 30-minute call with Apurva. We find the workflow slowing revenue down, the KPI it is hurting, and whether BrownMind should own the system or help your team ship the first version.
- Bottleneck named
- KPI identified
- Practical range given
02 · Week 1
Map
We trace what your current setup is actually trying to do — including the parts nobody documented — and design a single codebase to replace it.
- Workflow traced
- Edge cases listed
- Architecture agreed
03 · Weeks 2–4
Ship
First version live in weeks, not quarters. Fewer moving parts, easier to debug, and it handles the cases no-code tools choke on.
- First version live
- Logging in place
- Baseline measured
04 · Ongoing
Own
We keep improving the system against live usage. Response time, conversion lift and hours saved get measured, and the workflow gets better against them.
- Ongoing optimisation
- Outcome ownership
- Senior team only
03One run, start to finish
This is what owning the workflow actually looks like.
A lead arrives, gets enriched, scored, routed and written back — with retries, logging and every edge case handled in code. Four seconds, zero manual touches.
brownmind run lead-intake-v4
- 09:41:02triggerwebhook /inbound · source=meta_ads
- 09:41:02enrichclearbit → acme.co · 42 employees
- 09:41:03scoreintent 0.91 · budget 0.78 · fit 0.86 → 87
- 09:41:03routeterritory=EMEA · owner=sarah.k
- 09:41:04writecrm deal #48210 created
- 09:41:04notifyslack #revenue · whatsapp sequence armed
done 4.1s · 0 retries · 0 manual touches
04Flagship build · Content Operations Platform
Ninety-six calls a day became one.
An agency was running script production for several clients at once. Discovery ran every fifteen minutes, and every cycle hit the search API — roughly 96 calls a day, per client. The bill grew with the client list, which is the wrong direction for a system to grow in.
Discovery API calls · per client
96calls / day
What it bought
Cut Tavily API costs from 96 calls/day to 1 call/day per client.
What it cost
Content discovery is only as current as the last daily run, not real-time.
- 119
- tests passing across the core libraries
- 10
- schema migrations behind the multi-tenant model
- < 24 hr
- from topic discovered to script delivered
Measured in production · Content Operations PlatformRead the full build
Systems running in production
Five builds, all live, all owned end to end. Hover any line.
05Client reviews
Trusted by teams running on custom AI.
Clients in UK · USA · Canada · Germany
BrownMind built us a WhatsApp AI agent that cut our lead response time from hours to under 2 minutes. Our conversions have literally doubled since going live.
Their voice AI screens over 200 applicants a week for us automatically. What used to take our team days now happens overnight. Game changer for recruitment.
The RAG chatbot they built for our law firm saves us 15+ hours a week on legal research. It pulls from our entire case library instantly. Incredibly accurate.
We had a mess of manual order processing until BrownMind set up n8n workflows. Now everything from order to fulfilment is fully automated. Zero manual steps.
AI scheduling reduced our patient no-shows by 40%. The automated reminders and rebooking flow just works. Our front desk team finally has breathing room.
AI scheduling reduced our patient no-shows by 40%. The automated reminders and rebooking flow just works. Our front desk team finally has breathing room.
We had a mess of manual order processing until BrownMind set up n8n workflows. Now everything from order to fulfilment is fully automated. Zero manual steps.
The RAG chatbot they built for our law firm saves us 15+ hours a week on legal research. It pulls from our entire case library instantly. Incredibly accurate.
Their voice AI screens over 200 applicants a week for us automatically. What used to take our team days now happens overnight. Game changer for recruitment.
BrownMind built us a WhatsApp AI agent that cut our lead response time from hours to under 2 minutes. Our conversions have literally doubled since going live.
Built onThe stack we actually ship with.
Most automation is a diagram
someone hands you and walks away from.
We write the code, run it in production,
and stay on the hook for the number.
Outcome ownership · Weekly optimisation · Senior team only
06Featured collaboration
Salesight.ai is live on the site.
BrownMind is building Salesight.ai in collaboration with Ante Digital, a Canada-based partner. The page showcases the product itself and the kind of AI SaaS systems BrownMind can ship with international teams.
- View Salesight.ai/salesight/
- Visit Ante Digitalantedigital.com
One vision.
Two teams.
Global impact.
Ante DigitalInternational Collaboration
Bringing expertise across borders.
Enterprise Grade Security
Built with security and compliance at every layer.
Built for Global Scale
Scalable infrastructure for worldwide teams.
07Insights
What we've learned building these systems.
When a Workflow Should Become an AI Agent
A practical guide to deciding when deterministic automation is enough and when the problem has become agentic enough to justify a different architecture.
Read
n8n vs Custom AI Workflows: Where Visual Automation Stops Being Enough
A practical framework for deciding when n8n is still the right tool and when a custom AI workflow is safer, easier to extend, and better for serious operations.
Read
When to Build a Custom AI Sales System
A guide for revenue teams deciding when scattered tools are no longer enough and a custom AI sales system is the better move.
Read
08Questions
The things people ask before they book.
What makes your custom AI agents different from other automation tools?
Zapier, n8n, and Make are fine for simple stuff. The problem starts when you're at 40+ steps with fragile workarounds and things break every week. We write actual code for your specific business logic, so the system handles edge cases instead of falling over. Apurva leads every project directly. No junior hand-offs.
What industries do you work with?
Primarily service businesses: real estate agencies, financial services, SaaS companies, content production teams, marketing agencies, and professional services. Our sweet spot is companies with 2–15 employees doing $500K–$3M in revenue.
How quickly can BrownMind get a workflow live?
Most engagements get the first version live in weeks, not quarters. The goal is to start measuring response time, conversion lift, and hours saved quickly, then keep improving the workflow on live usage.
Do you work with international clients?
Yes. Most of our clients are in the UK, USA, Canada, and Germany. We work across timezones and communicate in English.
What does a free AI audit include?
A 30-minute call with Apurva where we review the workflow bottleneck, the KPI it is hurting, and whether BrownMind should own the system or help your team ship the first version. No sales pitch, just a practical diagnosis.
Can your AI systems replace tools like Zapier, n8n, or Make?
That's what most of our clients hire us for. We take your tangled Zapier/n8n/Make setup, figure out what it's actually trying to do, and rebuild it as a single codebase using OpenRouter, Trigger.dev, and Supabase. Fewer moving parts, easier to debug, and it handles the weird edge cases that no-code tools choke on.
How much do your services cost?
Most starting engagements land between $2K and $20K depending on the workflow, the integrations involved, and whether BrownMind is taking ownership after launch. Smaller workflow takeovers sit at the lower end; broader multi-tenant product work sits higher. Book an audit call and we'll give you a practical range before you commit to anything.
Stop letting revenue
workflows leak.
Book a free systems audit. We'll map where your leads and hours are going, and tell you honestly whether automation is worth it.
Conducted by Apurva · Not a sales call · Most clients start between $2K–$20K