Autonomous AI agents
Research data, parse files, call APIs, write back to core databases — multi-step and self-directed.
Who feels it: Ops and founders who need work done, not just answered.
Pillar 01
Automate.
Automation agents that run 24/7
Stop paying salaries for tasks an AI agent can do in 3 seconds. We architect autonomous AI agents, support bots, and cross-platform integrations that run around the clock — so your team spends time on high-ticket work, not copy-paste.
- AI agents
- Lead chatbots
- CRM automation
- WhatsApp bots
- Knowledge AI
- Workflows executed
- 10,000+
- AI response speed
- < 5s
- Task-time reduction
- ~90%
- Reclaimed per month
- 100+ hrs
The commercial problem
What it costs you today.
High-paid engineers, account managers, and ops people burn 15+ hours a week on work that does not compound:
- Copying data between CRMs
- Pasting updates into Slack
- Answering the same inbound questions
- Pulling reports by hand
That is payroll spent on busywork. It also leaks revenue: a lead that arrives at 3am waits until morning. A competitor with a bot does not.
Solutions
What this pillar delivers
Lead-qualifying chatbots
24/7 web and app bots trained on your knowledge base. Nurture inbound and book qualified meetings.
Who feels it: Sales and inbound teams.
CRM & pipeline automation
Enrich contacts, log history, fire follow-ups, keep the pipeline current with no manual entry.
Who feels it: Revenue teams.
WhatsApp / messaging bots
Order updates, reminders, and lead engagement inside the app the customer already uses.
Who feels it: Ecommerce, services, and ops.
Internal knowledge AI
Copilot trained on SOPs, Notion, and company data. Answers in seconds, not Slack archaeology.
Who feels it: Every team.
Automated analytics & reports
Weekly, monthly, or on-demand executive dashboards pushed to Slack or email.
Who feels it: Founders and finance.
Proof from live work: Clusterden cut automated customer engagement from 30 seconds to 3 seconds with a CRM and WhatsApp engine.
Outcomes
What changes after we ship.
We do not sell a chatbot widget and leave. We locate the expensive, repetitive path — lead to CRM to Slack to report — replace it with an agent that runs 24/7, and leave you with something operable. Not a demo that dies when the contractor logs off. Scale is the point: volume can multiply without a matching hire.
- Handle roughly 10× request volume without doubling payroll.
- Logic runs the same way every time — fewer missed steps, fewer broken records.
How we deliver
Four steps, one fixed scope.
- 01
Discovery and friction audit
Find the one bottleneck worth automating first. Not a vague “AI transformation.”
- 02
Architecture and fixed-price scope
Blueprint, tools, fallbacks, and fee. No hidden line items.
- 03
Build, test, and safeguard
Production deploy with human-in-the-loop where it matters, plus monitoring and failure paths.
- 04
Launch and scale
Live in your stack, full handover documentation, and training so your team can run it.
Tooling we integrate: OpenAI, Claude, n8n, Make, HubSpot, Stripe, plus the CRMs, inboxes, and databases already in your stack.
Packages
Fixed-fee packages.
AI Support / FAQ Bot
From $3,000
2–4 weeks
Support and instant FAQ handling
Get a fixed quoteWorkflow Automation
From $4,500
3–5 weeks
Multi-tool sync, CRM, notification pipelines
Get a fixed quoteAutonomous AI Agent
From $7,500
6–8 weeks
Multi-step research and custom API actions
Get a fixed quoteFull Automation Architecture
From $10,000
10–12 weeks
End-to-end ops overhaul
Get a fixed quoteIncluded in every engagement: written scope and fixed fee within 48 hours; senior implementation; end-to-end testing, monitoring, and fallbacks; full tool integration; complete code and workflow ownership plus training.
Proof
Shipped in production.
Clusterden
Cut automated customer engagement from 30 seconds to 3 seconds with a CRM and WhatsApp engine.
- Automate
Payback / RewardsFusion
Full-stack loyalty platforms. Type-safe React and Node, real-time earn–track–redeem without friction, built for high-concurrency tracking.
- Build
- Automate
How this pillar connects
One studio, four layers.
- Build — Agents sit on the product we just shipped: auth, database, Stripe, CRM.
- Brand — The bot and the interface feel like the same company.
- Grow — Inbound that GEO, SEO, and email create gets qualified in under five seconds instead of rotting in a form.
Next step
Tell us the workflow that wastes the most expensive hours. In 48 hours you get the bottleneck, the blueprint, and a fixed fee.
2–8 wks · Typical production ship / Senior-only · No junior handoffs / Fixed fee · Scope before a line of code / 48 hrs · Written quote turnaround