We build AI systems for Operators.

Custom AI that clears the manual busywork in how your team already works.

Proof of work · live
CurrentlyOctyn-site v0 in build
Last shipped9d ago
Commits this week32
Who you'd be working with

OCTYN builds and operates custom AI systems and internal tools for businesses. The people who run the consult are the people who build the system and keep it alive afterwards.

  • Ashwini TiwariCofounder
  • Shraajan GuptaCofounder

Does the Consult, the Build, and the Run. The same hands do all three, so there is no account executive between you and the code and no junior handoff.

01 / Portfolio

Four of what we shipped.

One per bucket. Full grid at /work.

Apps
< 5s
speech → logged

Mooney: voice-first expense capture on Android.

Deepgram Nova-3GroqHiveon-device OCR

197 files (2026-07-23) · live on Google Play · usemooney.app

Platforms
12k
interactions indexed

WhoFits: brand-creator matching, pre-vetted by the qualification stack.

TwitterAPI.ioPlaywrightOllama qual gateWorkspace-OS

2,875 creators qualified (2026-03-22) · 279 files (2026-07-23) · whofits.co

AI systems
2
X accounts · one voice engine

fullsend: per-persona writing and publishing for two X accounts.

Claudeanti-ai-voicevoice-lunarvoice-volatile

Stage 6/7/8 · in-prod internal · @volatileee · @lunarxx22

Infra
Ours
every project, end to end

Deployment infrastructure: we ship, host, and monitor every OCTYN project ourselves.

CoolifyBeszelHetzner VPSDockerself-hosted

Coolify OSS · Beszel · Hetzner VPS · Docker (as of 2026-07-23)

02 / Systems

Four shapes we build in.

If one of these is a match, Consult sizes the version for your operation.

Fig.01 · Company Brain · FIGURE01 / 04
Where did we land on Q3 pricing?
ANSWER

Consult, scoped to your operation

sized after we have seen it, not from a menu

SlackNotionGmail
System 01

Company Brain

Every conversation, doc, decision, and system your company has ever had, queryable in one place.

Ingests Slack, Notion, email, Drive, Linear, and your CRM. Semantic index plus rule-based routing, and every answer cites its sources.

powered by

System 02

Content Engine

A voice engine plus a draft pipeline that keeps a small team publishing like a bigger one.

Persona per channel, a hard-rule anti-ai-voice check, and publish-window logic. The people who already write, five voices out.

System 03

Growth Engine

Sales and outreach automation that runs against your ICP data and books calls.

It scans for new opportunities weekly, ranks leads by ROI, and keeps campaign state per thread. It all runs on your own infrastructure.

System 04

Agency Ops

Multi-channel inbox with a campaign pipeline on top, packageable for any services business.

Email, Slack, and DM land in one thread-level state, classified on arrival. Conversations that stall get an automatic follow-up.

Read how each one works. Not one of these? Consult starts from your operation, not a menu. Book a call.

03 / Case studies

The working, shown.

6 written up in full. Dated figures, and the parts that are still wrong.

Read first

Inkling

A markdown workspace that keeps every note as a plain file on your own disk, lets a crew edit one document live, and refuses to touch git unless a person presses push.

Version 0.2.3, Windows and Linux buildsrecorded 2026-07-14

For a client

aarttsii outreach

aarttsii is a handmade crochet studio selling to brands, and its cold outreach is a two-plane system where a reasoning session drafts and a deterministic sender on a VPS is the only thing allowed to put mail in front of a company.

Under 300 contacted leads, and it landed aarttsii deals with companies valued over $270Mrecorded 2026-08-25

Cockpit

In build. The working prototype is what is pictured

Brain

20 plus repositories, about 34,853 files under one workspace
Fig.05 · Build process
Rev 02 · live
startlive
03 / How we build

How a Build actually runs.

Book a call. Read the report. We build. You keep it. That is the whole process.

→ report
→ kickoff
→ ship
Day 0
Discovery
The call30 min, free, no pitch deck.
Week 1–2
Consultscoped to your operation
Auditwhere your operation leaks time.
Roadmapa sequenced plan you can act on.
Spec docthe full build spec, yours to keep.
Week 2–4
Build
Kickoffscope locked, first surface ships early.
Build sprintsasync by default, one weekly update.
Week 4–5
Handover
Handoffdocs + code, it's yours.
Run mode (optional)drift correction, live Beszel dashboard.
Weekly updates. Async by default. No standing meetings unless you want them.
Same output. None of the agency around it.
The usual agency builda pitch, a team you never meet, months, monthly invoices
An OCTYN Buildone scoped fee · the people who wrote it stay on it
// an OCTYN Build is one scoped fee, priced per project once the Consult has seen the work.
You keep everything.the Consult artifacts are yours, build with us or not
Auditwhere your time leaks
Roadmapa sequenced plan
Spec docthe full build spec
Consult · scoped to your operationPriced against the work it turns out to be, after we have seen it. The spec is yours either way.
04 / What we're good at

What we're good at

01Taste

Knowing where humans belong and where AI drives alone.

In WhoFits, 12k interactions indexed and 2,875 creators marked qualified by a stack that separates fits from noise before a human touches the DM.

02Precision

Production systems, not demos that fall over.

Mooney turns speech into a logged transaction in under five seconds. Runs on the Play Store, live.

03Speed

Faster execution, methods that compound.

fullsend runs two X accounts with a voice engine tight enough that nobody reads them as the same hand.

06 / FAQ

The questions we hear.

Straight answers. If yours isn't here, ask it on the call.

Book a discovery call →

Everything is scoped after we have seen the operation, and priced against the work it turns out to be. No packages, no rate card, no calculator. The Consult produces an audit, a roadmap and a build spec, and those are yours whether or not you build with us.

Kickoff sprint locks scope and ships a first surface in week 1. Two more sprints follow, async by default, with a weekly written update on Friday. Ship day gives you a working system, code, and docs. If you have us run it, we stay on. If you take the handoff, docs and admin credentials are yours.

The people who run your Consult are the people who write your Build and stay on your Run. No account executive between you and the code, no junior handoff. The receipts on this page are how we work, not a case-study PDF. And the price is honest because the capacity is fixed.

One 30-minute discovery call, one Consult session, then one weekly written update on Friday during Build. Between updates you watch a progress dashboard, dedicated to your Build and refreshed every day, so you always know where it stands. Sync calls on request, capped at 30 minutes. We don't ask for a Slack channel unless you offer one.

Your call. We can stay on and run it. We can hand it over with docs, admin credentials, and a runbook. Or we can run it for a stretch and hand it off later. Three modes, decided at the end of Build.

Yes. You own it. Most people bring it back because the report is the map to what we'd build. Some don't. Both are fine.

Founders and operators who want a senior team on the actual build, who they can talk to directly and keep the system when it ships. If you'd rather move fast and stay close to the work than route everything through a big agency, we're built for you. Not sure? The call is free, and we'll tell you straight.

07 / Book

Book the discovery call.

Consult sizes what to Build. Build hands over what Run keeps alive. Same team on the discovery call as on the retainer.

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