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Expert-led architecture that simplifies complex operations.
Proven agent frameworks designed to scale.
What we build
AI systems that power growth
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AI SDR & Outbound Infrastructure
Full-stack pipelines that source, research, and personalize outreach at executive scale. The kind of system that replaces an SDR team and runs in production.
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Content Intelligence Systems
End-to-end content engines: topic discovery, drafting, and multi-platform distribution. Live for senior partners on multi-million-dollar pitches.
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Executive Intelligence Radar
Specialized agents that map full C-suite org charts in seconds, track job changes across thousands of executives, and brief every partner on schedule.
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Market Signal Monitoring
Earnings calls, SEC filings, M&A events, and competitor thought-leadership tracked across sources and scored for relevance, before it hits the press.
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Lead Intelligence & Enrichment
Qualification engines that cut false positives, enrich every account across 10+ signals, and score buying likelihood before a human sees it.
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Agentic Infrastructure
MCP-native agent orchestration and multi-model pipelines that turn hours of manual work into seconds. Self-healing, persistent, production-grade.
How we work
How we ship systems
A clear overview of how we architect, build, and deploy autonomous systems that founders and growing companies actually run in production.
01
DiscoveryMap the agent and the metric it moves.
02
BuildShip the system, wired into your stack.
03
DeployLive and owned by you, end to end.
04
ImproveSelf-improving, compounding ROI over time.
Story
Our journey
Now
Ashwanth.dev, AI Infrastructure Engineer
Shipping self-improving AI systems for consulting firms and enterprises.
2026
Zoro, AI Systems Architect
Designed full-stack BD intelligence and outbound systems as the AI systems architect.
2025
Instig8 AI, Automation Engineer
Built agent pipelines and content systems for real clients as an automation engineer.
2024
Freedom with AI, Intern
Built and shipped AI product work inside the Freedom with AI program.
2024
InvestMates, Intern
First internship shipping real product features to users.
2024
VIT
Began Computer Science at VIT and started building AI agents and systems from scratch.
Frequently asked questions
What exactly do you build?
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Autonomous AI agents and automation infrastructure: lead intelligence, outbound pipelines, content systems, and internal ops automation. Production systems that generate measurable output, not demos.
Who do you work with?
Consulting firms, enterprises, B2B sales teams, and growth-stage companies. We have shipped systems for clients including a top-3 global management consulting firm.
How long does a project take?
Most systems ship in 2 to 6 weeks depending on scope. The discovery call maps the exact timeline before anything starts.
Do I own the system?
Yes. Every system is built to be owned end to end, from architecture down to the deploy pipeline. You keep it and run it.
How is pricing structured?
A free newsletter, 100 dollars per hour for a focused consulting call, and custom scope-based pricing for done-for-you infrastructure. Book a call and we map cost to outcome.
Is the system secure and compliant?
Yes. Every system is built to meet GDPR, HIPAA, and SOC 2 standards, and we follow strong security and cybersecurity practices across the entire build.
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