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Now live: Mercury OS, our AI operating system for service businessesTry Mercury OS
/ Intelligent AI World · AI operating systems

The AI operating system that runs your

IAW builds an AI OS for each industry: a team of AI agents that works like your staff.
They never miss a task and never sleep.
They handle the repetitive work end to end, so your people can focus on what matters.

$1,500 + $99/moEntry AI: your first working AI agent or book a 20-minute demo
Outcomes, not seats. Vertical, not horizontal. Production, not pilots. Built by operators. Welcome to The Intelligent AI World. Outcomes, not seats. Vertical, not horizontal. Production, not pilots. Built by operators. Welcome to The Intelligent AI World.
Live / Real numbers

Live work, real numbers.

Figures from work that is running in production today — not a roadmap, not a pilot that quietly ended.

11Products launched publicly
14+Deployments · 32 months
4Countries with live work
21 daysKickoff to running beside your team
Live

Intelligent AI World — Mercury OS

Services · Running IAW’s own growth · First 2 weeks
7,500LinkedIn engagements, up from 150
50×Engagement growth in two weeks
9+AI agents working daily
BookedFirst sales meetings, from agent-started conversations
The agents Coreplans the day Signalreads the market Studiowrites the content Broadcastposts and replies Hunterfinds buyers Closerbooks the meeting
One goal in, a workforce out. You set the outcome and approve the rules; Mercury does the work. IAW’s own results, not a client case. Try Mercury OS See how it works
Live

University of Toledo — Rockets AI

Education · Ohio, USA · Built Jun–Jul 2026
18,000Students served
25Capabilities shipped
100%Answers cited to utoledo.edu
≈$4Per student, per year
$70–80K annual engagement — every answer cited to the University’s own pages. Read the case

Where a number on this site is a projection, it is labeled Modeled. We don’t blur the two.

01 / How it grows

From one business problem to your AI infrastructure.

Every IAW build starts with one problem that costs you money. Each level is built from the one before it, so the first agent is the first brick of your company’s own AI.

See the full IAW architecture →

02 / Proof

Our own products.
Or one built for you.

Every app below was designed, built and is operated by us. Four of them run today with named clients — a hospital group in London, a law firm in New York, a university in Ohio, a political leadership office in India. Take one of these, or we build the one your workflow actually needs.

rockets-ai · campus assistant Demo soon
R
Rockets AI

A campus assistant that answers from the university’s own pages, with a citation on every answer.

Interactive demo coming soon
Free tool

Score any AI vendor in 3 minutes. Ten questions that expose whether they’ll ship or stall — plus the contract clauses to demand before you sign. It works on us too. Run the scorecard →

Want one of these for your own workflow? We build it as a Production Agent Sprint — your data, your rules, your name on it.

In writing, before you sign
Refund-backed diagnosis.If the Readiness Map doesn’t surface a workflow worth $200K+ a year ($500K mid-market), you get your money back.
We finish what we start.If the metric isn’t hit, we keep working at no additional fee for up to 60 days, against the baseline agreed at kickoff.
Capped value share.Every value share carries a written annual cap agreed before signature. No open-ended percentages.
See your price — three questions All case studies
The IAW mark drawn by drones over Victoria Harbour An IAW event badge held in hand The IAW mark on an airport concourse screen A SoHo hoarding reading Something intelligent is coming The IAW stand at a technology expo An IAW badge worn on a lanyard A neon IAW mark at a rooftop event The IAW mark on a race car at speed An IAW badge over the shoulder at an event The IAW mark seen from a helicopter over the harbour
The market is loud. Shipping is quiet.
03 / Verticals

Service businesses first.
Expanding from there.

Mercury OS for service businesses leads, with Rockets AI OS live at universities. Legal comes next with Donna OS, then healthcare and real estate. One industry at a time, on the same engine. We go deep before we go wide.

— Vertical 01 · Our focus

Healthcare

For operations teams under the most pressure.

Prior auth, claims, scheduling, intake, clinical documentation. The paperwork that runs healthcare, handled by an agent — so your staff approve the exceptions instead of typing every one.

Prior authorization Claims & denials Intake & scheduling Clinical docs RCM
4 roles
Staff time back at 2,800 prior auths a month — roughly $260K a year, before a single denial is overturned.
Run it on your volume
Explore healthcare
— Vertical 02

Legal

For the firms not waiting on AmLaw 100 vendors.

Contract review, drafting, research, intake. An agent takes the first pass — the reading, the redlining, the summary. Your lawyers approve instead of produce. Same output, a fraction of the hours.

Contract review Drafting Legal research Matter intake Discovery
2,400h
Reviewer hours back a year at 200 contracts a month — about 1.2 full-time roles, or ~$150K of billable capacity returned.
Run it on your volume
Explore legal
— Vertical 03

Universities

For the institutions reshaping how learning happens.

For staff: admissions, advising, grading, course load. For students: a tutor that never sleeps, mock exams on demand, and a search that knows their department, their degree, and their course.

AI tutors Mock exams Grading & course load 24/7 tutor access Course-aware search Admissions triage Student advising Faculty agents
1,200h
Front-desk hours back a term at 12,000 student questions — the routine ones answered instantly, at 2am, with sources.
Run it on your volume
Explore universities
04 / The Studio

We don't sell models.
We sell outcomes that compound.

We pick one workflow worth owning, build the production-grade agent around it, and stay on to tune, evaluate, and expand. The result is AI measured the way you measure revenue.

01

Vertical, never horizontal.

Generalist AI shops are invisible. We embed deep in one domain — your domain — so the system understands your data, your edge cases, and your compliance bar.

02

Production-first engineering.

Evaluation framework on day one. Drift monitoring. Audit trails. Human-in-the-loop where it matters. The discipline that separates the 12% that ship from the 88% that do not.

03

Outcome-aligned pricing.

Fixed fees for diagnosis and build. Outcome-priced retainers for the agents we operate. Our incentives sit on the same side of the table as your P&L.

04

We eat what we cook.

Nine in-house apps shipped on Product Hunt. Every methodology we sell, we first prove inside our own portfolio. Operators trust operators.

05 / Engagements

Pricing that grows with you.

Each level matches how your AI grows: one agent, then a workflow, then your industry’s AI OS, then your whole company. Start at $1,500, then $99 a month to run it. Answer three quick questions to see every price for an organization your size.

Your rate card unlocks instantly. One follow-up from Harish, no list, no spam.
AI AgentAI SolutionAI OSAI Infrastructure How it grows →
Start here
Level 1 · AI Agent

Your first AI Agent

One worker that owns one job.

$1,500 + $99/mo
One-time production fee, then $99/mo to run it (hosting, AI usage, support) · or $1,010/yr paid upfront
What’s included
  • One AI agent that does one job end to end
  • Set up on your own content and tools
  • Tested on your real questions before go-live
  • Grows into your industry’s AI OS when you’re ready
Start your agent
Level 2 · AI Solution

Production Agent Sprint

Agents joined into one workflow, with sign-off.

From $24,000Unlock your price
Alongside your team in 21 days · production by week 12
What’s included
  • One workflow, end to end, in production
  • Evaluation and drift monitoring from day one
  • Human sign-off and a full audit trail
  • A defined ROI target, measured, not promised
Scope a sprint
Level 3 · AI OS

Your industry’s AI OS

Rockets AI OS, Medix OS, Donna OS or Mercury OS, run and improved for you.

From $3,500/moUnlock your price
Monthly · new agents added team by team
What’s included
  • Your industry’s OS, set up on your records
  • Continuous tuning and monthly scorecards
  • New agents for sales, finance, HR and support as wins compound
  • Capped value share, agreed in writing
Run your AI OS
Level 4 · AI Infrastructure

Your whole company on AI

Starts with the AI Readiness Map: the blueprint to run every team on one AI layer.

From $8,500Unlock your price
Map in 2 weeks · then a multi-team program
What’s included
  • Every department scored for AI readiness
  • Which agents and OS modules to switch on, in order
  • A roadmap from first agent to whole-company AI
  • A board-ready brief your leadership can sign off
Risk-reversalIf the Map doesn’t surface a workflow worth $200K (SMB) or $500K (mid-market+) a year, we refund it.
Map my company
06 / Solutions

The workflows worth owning.

Deepest where we live — healthcare, legal, universities — with the document-heavy workflows around them. Each one built to run in production.

Insurance

AI claims processing

An agent reads FNOL, photos, and police reports, then drafts the settlement — cutting adjudication cost per claim dollar.

Right for: P&C and auto carriers where adjusters are the bottleneck on claim volume
Explore solution
Healthcare

AI prior authorization

Fills payer forms, attaches clinical evidence, and appeals denials — against a $30B/year waste.

Right for: specialty clinics & health systems losing staff-days to payer paperwork
Explore solution
Legal

AI discovery & contract review

Document review, deposition prep, and redlines — the leverage Big Law has and mid-market firms don't.

Right for: mid-market firms & in-house teams priced out of Big Law review armies
Explore solution
Healthcare

AI denials & appeals

Generates evidence-backed appeals at scale — recovering revenue from the $260B hospitals lose to denials yearly.

Right for: hospital systems & RCM teams writing off winnable denials at scale
Explore solution

Highest Sold Agents Nine AI agents, shown working

07 / How a sprint runs
Production is infrastructure, not a demo.

Alongside your team by day 21. Production agent by week twelve.

Week 01 — 02

Wedge & instrument

We name the one workflow worth automating, define the ROI metric, and stand up the eval harness before a single line of agent code ships.

Week 03 — 04

Build the spine

Data ingestion, retrieval, model orchestration, tools, and the human-in-the-loop surface. Continuous eval gates every change.

Week 05 — 10

Alongside & harden

Run the agent safely alongside your team against live work. Tune for your edge cases. Lock down audit trails, role permissions, and drift alarms.

Week 11 — 12

Ship & compound

Cut over to production. Monthly executive scorecard. Adjacent workflows queued for the next sprint while the first earns its keep.

08 / In-house Lab

Products shipped. Three flagships.
One operating playbook.

We dogfood. Nine in-house apps launched on Product Hunt — each built with the same production discipline we bring to clients.

S
In production

SimplOS

An operating system for everyday work.

Our AI-native operating system — notes, tasks, files, and assistants in one calm surface for small teams.

D
Closed beta

Donna OS

AI for the legal professional.

Drafting, review, and research for law practices — built with lawyers, evaluated against real matters, designed to slot into the workflows firms already trust.

T
Early access

Twinn me

Your digital twin, on call.

A personal AI that learns how you think, write, and decide — so it can answer, schedule, and act on your behalf without losing your voice.

Launch log.

Live on Product Hunt
2026·04·12
↳ Twinn me
2026·02·28
↳ Donna OS
2026·01·15
↳ SimplOS
2025·11·09
↳ Medix OS
2025·09·22
↳ D-Drive
2025·07·30
↳ Autologue X
09 / The questions buyers actually ask

Common objections, answered openly.

01Who actually does the work?

Senior operators, not a pyramid. Eleven products shipped, four client builds live — the people who scope your build are the ones who ship it, with teams working across the USA, India, the UK and Dubai. You never get a partner who pitches and a junior who builds.

02What about continuity and coverage?

Working across four time zones means the work doesn’t sleep when one office does. Beyond that, everything we build is engineered to outlive any individual: your infrastructure, in your cloud, with the repository, evaluation suite, and runbooks in your name from day one. For anything we operate, we agree a response window in the contract and name a backup engineer before go-live. If continuity is a hard procurement requirement, say so early — we’ll put it in writing before you sign.

03How is this different from a Big 4 AI practice or McKinsey QuantumBlack?

They sell decks and discovery. We sell a production agent with an eval harness, a ROI target, and a defined cutover date. Strategy-first firms often stop at the recommendation. Ours ends in an agent earning revenue in your workflow. We also scope smaller, move faster, and share the outcome risk.

04What happens if the agent doesn’t hit ROI?

We start with the AI Readiness Map, which carries a refund guarantee if no workflow worth $200K a year (SMB) or $500K (mid-market and up) surfaces. The Production Agent Sprint is scoped to a measurable target before kickoff. If the metric isn’t hit, we keep working at no additional fee for up to 60 days, against the baseline we agreed at kickoff, until it is — that’s the outcome-aligned pricing in practice, not just on the slide.

05Can you sign our BAA, HIPAA, or SOC2 paper?

Yes. We work with healthcare and legal — BAAs, HIPAA-aligned deployments, SOC 2-aligned controls, and cloud subprocessors that hold SOC 2 Type 2. Full detail on our Trust page. Compliance is a Day-1 design constraint, not a Day-90 retrofit. Send us the paper and we’ll review within one business day.

A speaker on a keynote stage beneath the IAW hub mark — brand visual
10 / Founder's note
Harish Krishnan, Founder & CEO of Intelligent AI World, at the Golden Gate Bridge in San Francisco San Francisco · 2026

For the past thirty months we have been building AI applications and, more importantly, talking to the people meant to use them. More than two thousand conversations across healthcare, legal and education.

The same thing came up every time. Everyone is fascinated by what AI can do. Almost no one is getting real value out of it. The demo is dazzling. The Monday morning after is unchanged.

We came to believe the problem is not the model. Frontier models are extraordinary. The problem is that a general model meets a specific business and neither one bends.

Harish Krishnan Founder & CEO, Intelligent AI World Connect on LinkedIn
Builder of
9 Product Hunt launches
Shipped
11 products, 4 client builds
Speaks on
Vertical AI & production agents
Writes
The Intelligent Enterprise
/ Founding partner

Be the first named case study.

We're taking a small number of founding-partner engagements: one workflow, scoped to ship fast, at preferential terms — in exchange for a public reference once the numbers are real. Trade your logo for the price.

Founding-partner terms
The IAW hub mark glowing on a night-lit skyline — brand visual
The hub — one core, many workflows.

Tell us which workflow is worth owning.

For healthcare operators first — prior authorization and denials. Most teams start with one production agent on their highest-cost workflow. A two-week audit scopes it; the sprint ships it. Fixed price, defined outcome.

Ask about the audit Book a call See all engagements
Replies within one business day NDA-friendly Operator to operator
Detailed pricing in the reply — within one business day. NDA on request. Security questions? See Trust & Security — BAA available, HIPAA-aligned deployments. Prefer email? hello@theiaw.co reaches Harish directly.