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Self-Improving AI infrastructure

We build self-improving AI agents and infrastructure for consulting firms, enterprises, and B2B teams. Real systems that give you instant ROI and compound over time.
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AI system dashboard
Systems and Scale: Custom-built, autonomous execution, measurable from day one
$500,000+ Systems Impact
Trusted by leading B2B brands
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.
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About the studio
We build AI systems and automation for consulting firms, enterprises, and B2B teams. Built for speed, ownership, and instant ROI.

$500K+

In client systems impact

$100K+

Worth of systems delivered

40+

Systems in production
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5+

Industries served
Built for Speed

We build systems, not slideware

Real AI agents wired into your stack, not decks or demos.

  • ✓Production agents shipped into your workflow.
  • ✓Clear timelines and status the whole way.
  • ✓Owned end to end, never rented.
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Built for Speed

Why teams choose to work with me

Built for speed, owned by you, measured by real ROI.

  • ✓Systems designed around your exact metric.
  • ✓Shipped fast, no drawn-out timelines.
  • ✓You keep and run every system.
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Built for Speed

Infrastructure you keep and run

Every system is yours: deployed, documented, and maintainable.

  • ✓Full ownership and a clean handover.
  • ✓Documented so your team can run it.
  • ✓Self-improving, compounding ROI.
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3,000+
per month
Qualified leads generated for clients every month.
Pipeline ScoreTrend across 2026
JanMarMayJul
$500K+
Client systems impact delivered and owned.
Deployed agents

See the agents in action

Real systems running in production. Press play on any agent, then open the full case study.

01Content / Social

Viral AI Agent

An AI-powered content system that monitors what is working across major social platforms, understands audience emotions and trends, and turns those insights into platform-specific content plans. It identifies high-impact topics, audience intent, and viral angles, then generates ready-to-use scripts, hooks, captions, and posting frameworks for LinkedIn, TikTok, Instagram, YouTube, X, and Facebook so teams can publish consistently without manual research or creative guesswork.

View case study →
02Advertising

AI Ad Creative Agent

An end-to-end AI system that turns any product into ready-to-launch ad creatives. It analyzes the brand's visual style and audience psychology, generates multiple hooks and messages, and automatically produces platform-specific ad visuals for social channels like Instagram, Facebook, and TikTok. The system removes manual creative work, speeds up testing, and gives brands a continuous flow of high-quality ad assets without relying on agencies or designers.

View case study →
04Audience Intelligence

AI Audience Intelligence Agent

An AI system that tracks real-time activity in a brand's niche to find both high-value customers and relevant creators in one workflow. It scans viral content and engagement, analyzes profiles and language to detect intent and fit, ranks people by conversion potential, and automatically generates personalized outreach messages for partnerships, demos, or sales, turning social activity into a continuous lead and influencer pipeline.

View case study →
Case Studies

Systems in production, results in numbers

Enterprise / ConsultingEnterprise AI SDR Intelligence Agent
Enterprise / Consulting

Enterprise AI SDR Intelligence Agent

  • 3,000+ qualified leads / month
  • 99% lower cost than 6 SDRs
  • Unlocks $2M to $5M deals
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D2C / GrowthAd Creative Intelligence Agent
D2C / Growth

Ad Creative Intelligence Agent

  • 95% lower creative cost
  • 4x ad spend, scaled to $600K/mo
  • 10x more winning ads / month
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B2B / SalesB2B Lead Intelligence Agent
B2B / Sales

B2B Lead Intelligence Agent

  • 500 qualified leads per run
  • Personalized outreach in 3 languages
  • Fully automated ICP to outreach
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Pricing

Pick the level of help you need

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Weekly deep dives on AI systems and automation leverage.
Free
What’s included
Weekly AI-systems breakdowns
Real architecture teardowns
Tools and workflow templates
Early access to new systems
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Consulting Call
One focused hour of strategy and direction.
$100/hr
What’s included
1-on-1 with Ashwanth
Systems and automation audit
Architecture map for your use case
Implementation roadmap
Recording and notes provided
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Done-for-You
The full engine, built and deployed. Priced to scope.
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What’s included
Full system architecture
Build and deployment
Owned end to end, you keep it
Multi-agent orchestration
Measurable ROI from day one
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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.
Expert-led architecture that simplifies complex operations.
Proven agent frameworks designed to scale.
Expert-led, architecture-approved agent frameworks.
HIPAA, SOC 2, and GDPR compliant by design.
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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.
Testimonials

Confidence Backed by Clients

We have delivered AI systems together for 40+ clients, from solo founders to enterprises like BCG and Citadel. Revenue generated is well into seven figures. He is my right hand in shipping production-grade infrastructure that runs real businesses every day.
Aryan Mahajan
AI Architect for B2B and Capital-Intensive Firms

40+

Clients shipped together

$500K+

Revenue generated for clients
Proactive, highly technical, and fast. He is building AI systems for Fortune 500 and Big Four clients. If you are thinking about working with him, do it. He will outwork the brief and actually care about your project.
Mani Kanasani
CEO, 7-figure Vertical AI Agency
Ashwanth was part of our team at Freedom With AI handling member operations and community support. He showed a level of ownership you rarely see in interns: he listens first, asks smart questions, and genuinely cares about the people he is helping. Would happily collaborate again.
Avinash Mada
Founder, Freedom With AI

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?
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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?
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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?
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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?
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A free newsletter, 100 dollars per hour for a focused consulting call, and custom scope-based pricing for done-for-you infrastructure. Book a discovery call and we map cost to outcome.
Is the system secure and compliant?
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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.
Ashwanth S

Production-grade AI agents and automation infrastructure, shipped and owned end to end.

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