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Which sector does Sarrai work best for?

Sarrai works in every sector where knowledge comes first. But the type of company we make a difference for is described below. If you recognise yourself in one of these situations, you're in the right place.

01 Software & product companies

You're building something complex. The questions chase you.

Your product evolves faster than your documentation. New features, edge cases, integrations that work just slightly differently for that one customer. It all lives in your engineers' heads, but not in a readable source. Sarrai captures that knowledge while the work happens and keeps it current — without a product owner having to start a months-long writing project.

You'll recognise this if
New colleagues lean on senior engineers for weeks asking "how exactly does this work"
Documentation gets "caught up" in a sprint every few months and is already outdated again
Support asks engineering the same technical questions, week after week
−60%
Fewer ad-hoc engineering questions At teams that unlock product knowledge through Sarrai.
See how Sarrai solves this
webhook-spec.md · v3.4
POST /v1/webhooks/order.created // retry: exponential, max 8 payload: "OrderEvent" order_id: uuid total_eur: decimal status: "pending|paid"
Sarrai · answer to an engineer
For order.created we wait for the paid status before triggering the confirmation — that hangs off the PSP callback, not this hook.
Source: webhook-spec §3 + payment-flow §1.2
02 Scale-ups

Grow without adding a person every time

Today, every new customer means an extra pair of hands. The constant hiring process puts pressure on your growth. With Sarrai you can grow in a scalable way: capture your knowledge well once and reuse it infinitely.

You'll recognise this if
You hired three people this quarter and turnaround time has gotten slower
Senior staff spend half their day onboarding and explaining
Landing a big customer feels like an internal renovation instead of a celebration
Productive faster, in week one A new colleague finds answers themselves, instead of via colleagues.
See how Sarrai solves this
People vs. revenue — 8 quarters What scale-ups see
People Output / revenue
The gap only opens up once knowledge comes loose from individuals.
03 For teams with an overflowing support inbox

You've answered every question ten times already

Your support team does excellent work, but 70% of what they type is a variation on something they typed last week too. That's a typical problem when your documentation isn't in order. Sarrai puts the answers in one place and lets Sarrai handle the first line — with source citations and escalation when it's really needed.

You'll recognise this if
The top-10 questions make up the largest part of your ticket volume
Your answer library is a pile of "saved replies" nobody maintains
Wait times climb as soon as one or two people are sick or on holiday
−40%
Interruptions for your seniors Questions that are in the knowledge base get answered there too.
See how Sarrai solves this
How do I request a refund? 14× this week · senior support
12 min
Password reset isn't working 9× this week · senior support
7 min
with Sarrai
How do I request a refund? Answered by Sarrai · with source
0 min
Password reset isn't working Answered by Sarrai · with step-by-step
0 min
04 Changing teams

What stays, stays — even when the people change.

Seasonal teams, project staff, ... You can't stop your staff turnover, but you can make sure the knowledge stays. With Knowledge Kickstart you capture that knowledge before someone leaves — a short interview with the senior, and the essentials are down in black and white.

You'll recognise this if
Your onboarding takes months before someone is "really up to speed"
At every departure you have the same conversations to salvage what you can
Senior colleagues keep a mental "to-teach" list that never gets shorter
−50%
Shorter onboarding New colleagues find answers themselves, instead of waiting.
See how Sarrai solves this
Team over 3 years
2024
Sara Tom Lien
2025
Sara Tom Lien Yusuf
2026
Tom Lien Yusuf Marie
Knowledge base — unchanged, always complete 312 articles
05 Single point of knowledge

One person should never be able to put the whole company on pause

In almost every company there's a "Jan", a "Kim" or a "Tom" — the one who "normally knows everything". Very handy when they're around, but an acute problem when they go on holiday, fall ill or leave. Sarrai gets that knowledge out of their heads. With Knowledge Kickstart that happens without them having to write anything themselves: Sarrai interviews them in a 30-minute conversation and turns it into structured articles. In return, they get time freed up to be productive.

You'll recognise this if
Certain cases grind to a halt as soon as one person is away for a week
Key staff struggle to take holidays because everything stalls
When a senior colleague leaves, there's open panic
0
Single points of failure No more holidays with the phone within arm's reach.
See how Sarrai solves this
Before — knowledge per person fragile
One column of knowledge hangs on Jan. Holiday? Departure? Standstill.
After — knowledge as a whole robust
Everyone can fall back on the source. Jan stays the author, not the gate.
One match is enough

Do you recognise yourself in one of these situations?

Then give Sarrai a free try. Import what you already have, let Sarrai write the first articles, and judge within a week whether it makes a difference for how you work. No credit card, no commitments.