AI Search for Company Knowledge
Give your team clear, sourced answers from the manuals, notes, tickets, and documents they already depend on, instead of a generic chatbot guessing at the answer.
Boutique AI and cloud consulting
AI work that actually ships, without the big consulting theater.
We help serious companies use AI to answer hard questions, clean up slow handoffs, and give busy teams tools they will actually use.
Built for $100M+ operationsSenior practitioners onlyFixed scope, fixed priceShipped in weeks, not quartersHuman review on every decision that matters
How a system actually grounds an answer
Every answer traces back to a real document or record, with a person checking anything that touches money, safety, or a customer.
Why Aluf
Most AI projects do not fail from lack of ideas. They fail because no one ships.
The big firms can be slow and expensive. They sell a discovery phase, then a strategy phase, then a pile of slides, and somewhere in there the actual software gets pushed to a follow-on contract. Internal teams already have full plates and rarely have deep AI specialization sitting around waiting for a new project. That leaves good ideas stuck in meetings while the people doing the work keep waiting for something they can actually use.
Aluf is built for that gap. Senior people, tight scope, honest advice, and working software. We bring the taste and speed of a strong product team without acting like we know your business better than you do.
That means we will tell you when an idea is not worth building yet, point you at the smaller version that actually ships first, and say no to scope that would turn a focused project into an open-ended one. We would rather lose a deal that was never going to work than take it and let it drag.
More about AlufWhat We Build
Useful AI for the work your team already does.
Four kinds of work, all aimed at the same outcome: less time lost to slow processes and scattered information, more time spent on the work that actually needs a person's judgment.
AI Helpers for Repetitive Work
We build tools that sort requests, prepare next steps, summarize messy cases, and help people move faster, with a person staying in control of anything that matters.
Fits Into the Tools You Use
CRM platforms, ERPs, AWS, internal portals, shared drives. We meet your team where the work already happens instead of asking anyone to learn a new system.
Focused Projects With Clear Edges
You know what we are building, what it costs, how long it should take, and who is responsible, written down before any code gets written.
Proof
Real work, described plainly.
We keep client details private unless they are approved. The goal is simple: show the kind of problem, what we built, and why it mattered.
No logo wall, no vague testimonials. Just the problem, the architecture, and the result, written the way we would explain it to another engineer.
0
Production systems shipped for one client
Zero
New logins their team had to learn
Industrial operationsCRM + internal knowledge
A manufacturing team needed fast answers from scattered records without asking people to learn another system.
Problem
Sales and service teams were losing time digging through manuals, CRM notes, and old conversations.
Build
Aluf built an AI assistant inside the existing support platform that answers from approved company material and shows its sources.
Outcome
Teams get answers in the place they already work, with fewer handoffs and less time spent hunting for context.
How We Work
Clear scope. Fast builds. No mystery.
Four steps, repeated the same way on every engagement, so you always know where a project stands and what happens next.
Step 01
Scope
We sit with the people closest to the problem, write down what done looks like, and turn that into a fixed price and timeline before any code gets written.
Step 02
Build
We build quickly with your real data, your real tools, and the way your team actually works, instead of a generic demo that falls apart on contact with reality.
Step 03
Ship
We put the tool in front of real users early, fix what breaks under real use, and keep going until it is genuinely useful in the field, not just in a demo.
Step 04
Support
Your team gets clear documentation, a real handoff, and support after launch, so the system keeps working once our part of the engagement is done.
About Aluf
Small team. Senior people. Direct work.
Aluf is intentionally small. You work directly with the people shaping the idea, building the system, and making sure it works for the team using it. No account managers relaying messages, no handoffs to someone you have never met.
More about how we work
Senior only
Everyone on a project has shipped production software before. No trainees, no bench, no learning curve on your dime.
Direct access
You talk to the person doing the work, not an account manager relaying messages. Decisions happen in days, not committee cycles.
Fixed-scope, always
Every engagement has a defined deliverable, price, and timeline before work starts. No open-ended retainers, no surprise invoices.
Frequently Asked
Questions buyers actually ask us.
We build production AI systems: AI search over your company's own documents, AI agents that handle repetitive workflow steps, and integrations that connect AI into the tools you already use, like your CRM, ERP, or AWS environment.
Start here
Bring us one problem worth fixing.
If your team is losing time to a slow process, scattered information, or work that should not be manual anymore, we will tell you what is worth building and what is not.
You hear from a senior person, not a queue.
We tell you plainly if it is not a fit.
If it is a fit, we outline scope and next steps quickly.