We turn scattered tools and manual work into one system your team runs on, then build the AI products and agents on top. Shipped to production in days, tied to a number that matters, and yours to keep.
Trusted by 150+ teams over 10+ years
Services
Explore each service, then dive into how we deliver it.
AI Products & Apps
MVPs, web and mobile apps, enterprise software, REST APIs, and MCP servers.
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AI Agents & Assistants
Autonomous agents, voice and chat assistants, and tool-using workflows.
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Chatbots & RAG
RAG pipelines, knowledge chatbots, embeddings, fine-tuning, and prompt engineering.
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Workflow Automation
Make, n8n, Zapier, and custom code integrations that run hands off.
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Notion & ClickUp Systems
Workspace architecture, SOPs, dashboards, and integrations, one source of truth.
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Example AI agents
These are starting points, not a fixed menu. We tailor each one to your stack, connect it to your tools, and ship it live, usually in days.
AGT-01Isabella
Answers common tickets from your help docs, and escalates the tricky ones to a human with full context.
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AGT-02Marcus
Qualifies inbound leads, replies in seconds, books the call, and keeps your CRM updated on its own.
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AGT-03Priya
Ask questions of your data in plain English. Get charts, tables, and cited answers with no SQL required.
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AGT-04Rashid
Reads invoices, contracts, and forms, then extracts clean structured data you can actually trust.
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AGT-05Ava
Handles inbound and outbound calls, books appointments, and answers in multiple languages, 24/7.
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AGT-06Leo
Coordinates calendars, books and reschedules, and sends reminders so nothing slips through.
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AGT-07Nina
Routes work across your tools, watches for SLA breaches, and flags exactly what needs a human.
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AGT-08James
A private assistant trained on your docs (RAG) that answers team questions with the sources attached.
View detailsNeed something specific? We scope it on a free call and tell you honestly if an agent is even the right tool.
Before & After
Real teams, real turnarounds, across everything we build.
Production record
Real systems in production across healthcare, capital markets, and enterprise data. Client names withheld under NDA.
Report 01 · Healthcare
Challenge
Clinicians were losing hours every day writing up patient encounters by hand, pulled away from actual care.
Result
An AI medical scribe that turns each conversation into discharge summaries, SOAP notes, and referral letters, with speaker diarization and clinical-grade transcription, HIPAA-ready and running inside their EHR.
Report 02 · Capital markets
Challenge
A national stock exchange was catching suspicious derivatives activity after the fact, from overnight batch reports.
Result
A real-time fraud analytics engine that scores and flags suspicious trades the moment they hit the book, so the surveillance team acts on live risk, not yesterday's report.
Report 03 · Enterprise data
Challenge
Every data question routed through a stretched BI team, so answers took days and the backlog only grew.
Result
A RAG text-to-SQL agent that answers plain-English questions with correct, guarded SQL, blocking hallucinated columns and invalid joins, so anyone gets a trustworthy answer in seconds.
Anonymized from real production work. Figures are representative of the outcomes delivered.
Why teams choose us
Led by Ishan Vats · Founder
We are builders and engineers who have shipped for 150+ teams over 10+ years. The person on your first call is the person writing your code, right through to handover. Everything lands in your own accounts, documented and yours to keep, with no offshore juniors, no account managers, and no lock-in.
Every build is tied to one number that matters to you: revenue up, hours saved, or churn down. If it does not move that number, we do not ship it.
What we build runs in production without babysitting, tested against your real workflow and fully documented. It stays stable long after we have handed it over.
Most clients come back for the next build, because the first one worked and the people behind it were easy to reach. We stay reachable after handover, not just during the project.
Questions
The blog
What we are learning and building, in plain language.
The budgets are booming, but the builders on Reddit are skeptical. Five real threads on AI agent ROI.
How ClickUp Autopilot agents answer questions and create tasks right inside chat.
What Google Workspace Studio means for small teams that want agents without code.
A few partners at a time
We run a small senior team and take on a limited number of partners, so we are honest about fit before anyone signs. If we do not believe we can return roughly 5x to 10x on what you spend, we will tell you that on the call instead of wasting your time or ours. This is built for teams ready to invest in outcomes, not fund experiments.
Free · 30 minutes · No pitch · You keep the roadmap either way