Redesign your company for AI
Audit first. One working system at a time.
Insights from 280+ interviews with leaders from
A single path — audit first, then only build what earns its place.
The Comprehensive AI Readiness Audit maps your workflows, stack, and readiness. You get a prioritized readout of 3–5 automation opportunities with ROI estimates. Works as a standalone deliverable.
Start with an audit →2–3 implementation sprints. Each ships one working AI system in 2–4 weeks. You see code, evals, and handoff before the next sprint starts.
Monitoring, optimization, and expansion of deployed systems on Clutch. SLA-backed support, quarterly reviews. Kicks in only if you want it.
A decade of building AI infrastructure and advising the teams deploying it. Solo on audits; with specialists from his network on Transformation programs. Every engagement has Haroon on it — not a junior from a pool.
- NOWSeeko · Founder — Audits, Transformation sprints, Managed Ops on Clutch.
- 2022 →Autoblocks · Founder — AI evaluation & observability. Production at Hinge Health, ClickHouse.
- 2017AI For Anyone · Co-founder — Taught AI to 70,000 students. Covered by CNBC.
- WASDeloitte · AI practice — Enterprise ML pipelines across financial services & healthcare.
AI works when four foundations are in place. Not before.
Most AI pilots fail for the same reason: they add a tool to a company that isn't ready for it. No shared context. No cohesive stack. No governance. No adoption path. The tool gets blamed — but the foundation was missing.
We install four: context, tooling, security, adoption. Get these right and AI compounds. Skip them and every new model release widens the gap between you and the companies that did.
See the four foundations →Short lessons. Deeper cohorts.
Free 30-minute Lightning Lessons on Maven each week, plus a paid cohort-based course for leaders and operators. Same ideas we run with clients — just in a room you can join.
Or score your AI readiness in 4 minutes
From AI curious
to AI ready.
Trusted by 50,000+ operators — executives, VPs of transformation, chiefs of staff, and heads of ops. Written by Haroon Choudery of Seeko.
The Ready Memo
Long-form analytical essays on what the week's AI news means for operators.
Daily Brief
One AI story, one angle, one move you should consider this week. Two sends back-to-back.
Week in AI
Three signals from the week, one thing everyone is missing, one quote.
Breaking Analysis
Same-day operator take when a story actually justifies the interruption.
As neededStraightforward answers.
If your question isn't here, reply to any AI Ready newsletter — Haroon reads everything.
haroon@hey.seeko.so →Yes. We won't start a paid build without a Comprehensive AI Readiness Audit first. The audit scopes what's worth building — it's how we make sure you're paying for outcomes, not guesses. If the audit says nothing is worth building, we'll tell you.
The Scorecard is a 3-minute self-assessment. You get a tier, a biggest bottleneck, and one move to run this week. It's built for anyone curious about where they stand. The paid Comprehensive AI Readiness Audit runs 1–2 weeks against your real workflows, systems, and data — it produces the prioritized roadmap we scope implementation sprints from. Same frame, very different depth.
Code lives in your repo. Agents deploy to your Clutch tenant on your keys. Evals and prompts are checked into your codebase. If we part ways tomorrow, your engineering team can run, modify, and extend the systems without us.
Rarely. Our sweet spot is 50–500 employees — teams with enough process friction to automate but not so much bureaucracy that it takes a quarter to approve a pilot. If you're smaller and technical, we can sometimes make an exception on audits.
Haroon runs every audit solo. Transformation programs add one or two specialists from his network — AI engineers who've shipped production systems, not juniors from a staffing pool. You meet everyone before they start.
You keep the audit deliverable and we shake hands. We'd rather tell you "not yet" than sell you a sprint that won't pay back. It happens a few times a year and it's fine.
Let's make AI work for your company.
15 minutes. No pitch. We'll decide together if an audit makes sense.