AUTOMATION / 2-4 WEEKS PER CLIENT
Sales & Outreach Automation
The Bot Company built lead sourcing, enrichment, AI-personalized outreach, reply detection, CRM sync, and reporting workflows that move sales teams out of manual prospecting.
01
2-4 WEEKS PER CLIENT
02
India and global outbound markets
03
60–70% of prospecting time reclaimed
Overview
A production case study, not a proof of concept.
End-to-end pipelines for lead sourcing, AI-personalized outreach, and follow-up - built for one of India's leading design studios and others.
Lead sourcing and enrichment pipelines
AI-personalized email and LinkedIn outreach workflows
Reply detection with intent scoring and warm-lead routing
CRM sync for HubSpot and Pipedrive
Reporting dashboards for reply rates, meetings, and pipeline movement
The challenge
The business problem
For agencies and engineering firms like Become (one of India's top design studios, working with Uber, Himalaya, and the Ministry of Defence), Whoamama, and Infinite Engineers - the bottleneck was never talent. It was the time their teams spent finding prospects, writing openers, and chasing follow-ups instead of doing the work they're great at.
The approach
How the work was planned
We built modular sales automation systems that handle the entire top-of-funnel - from sourcing leads across public databases and LinkedIn, to enriching each one with firmographic and contact data, to generating AI-personalized outreach sequences. The human team only enters when a prospect is warm and ready to talk.
The solution
What shipped
Lead sourcing pipelines, enrichment workflows, AI-drafted outreach across email and LinkedIn, reply detection with intent scoring, auto-routing of warm replies to reps, CRM sync with HubSpot and Pipedrive, and reporting dashboards showing reply rates, meetings booked, and pipeline value generated.
Results
01
60–70% reduction in time spent on prospecting
02
Pipeline volume increased across all client deployments
03
Cost per booked meeting significantly reduced
04
Sales teams refocused on conversations, not cold outreach
Technical architecture
Built with the stack the product actually needed.
The technology mix supports the operational requirements of the case study: core application development, AI workflows, integrations, data storage, notifications, and production infrastructure.
- Python
- OpenAI
- Make.com
- HubSpot
- Pipedrive
- LinkedIn API
- Instantly
- PostgreSQL
- AWS Lambda
Answer engine context
Clear answers for buyers and AI search.
What sales work was automated?
The system automated prospect sourcing, enrichment, outreach drafting, follow-up handling, warm-reply routing, CRM updates, and performance reporting.
Does the automation replace the sales team?
No. It removes repetitive prospecting work so the team can focus on qualified conversations and relationship building.
Which teams benefit from this kind of automation?
Agencies, studios, consultancies, and engineering firms with founder-led or small sales teams benefit most because they often lose time to manual outbound work.
Related service
Need a system with this level of production depth?
Explore how The Bot Company designs AI agents, automation workflows, SaaS products, integrations, and internal tools for teams that need software to hold up in the real world.