For UK service firms of 20 to 150 people
Ahmedabad, Gujarat, IN
Still re-keying the same data every week?

AI implementation services
that take one workflow off your team in 21 days.

Someone in your firm re-keys the same data, chases the same approvals and writes the same report by hand every week. We put one governed AI agent inside the software you already use, live by Day 21, with half our fee at risk until it is.

Not a demo. Not a strategy deck. Not a 6-month engagement. An agent your team runs every day after Day 21.

15K–40K per pilot, published. Half at kick-off; the second half only if it is live on Day 21.

Your software
Built inside the software you already use. No new platform to adopt.
The Day 21 Guarantee
Not in production on Day 21? The second half is never owed, and you keep everything we built.
You Own Everything
Code, models, docs, trained team. Zero lock-in.
21-Day AI Pilot
21
days. That's it.
7
Discovery
7
Build
7
Validate
No long-term contract. You own everything.
5.0 ★★★★★ Clutch · Free 30-min fit check Works with your existing stack Human-in-loop by design You own everything at the end
The problem

The manual work nobody has costed,
and why the usual fixes stall.

Nobody has added up what that manual work costs, because it is spread across too many people to see.

But every path forward looks like a trap:

A consultancy runs months of discovery. You get a recommendation, not a running system.
A vendor platform charges you every year. You never own the system.
Your team experiments with ChatGPT. It never leaves the sandbox.
You do nothing, and the manual work stays exactly where it is.

The risk for a partner is not that AI fails. It is backing a project that never leaves the demo.

There's a faster way to find out if AI works for your use case: one workflow, live in 21 days.

Where the cost hides

What the manual work
is actually costing you.

15 min
here, twenty there. Manual work is spread so thin that nobody adds it up.
Re-keyed
data between two systems is where errors start, and they compound quietly.
Every month
spent evaluating costs the hours you add up below.
40%+
of agentic AI projects will be cancelled by the end of 2027, as Gartner predicted in June 2025, due to costs, unclear value or weak risk controls. Starting small and governed is how you avoid being one of them.
Add it up in two minutes

List three tasks your team repeats every week. Next to each, write the minutes it takes and how many people do it. Multiply by the weeks in your working year. For example, four people spending three hours a week each on the same re-keying is 12 hours a week, around 550 hours a year (illustrative arithmetic, not a client result). At your own charge-out rate, that is the number to hold against the pilot fee. That total is what one workflow is costing you, and it is usually the first thing we look at on a fit check. Prefer to check your readiness first? Take the free AI readiness assessment.

Who is this for

UK service firms ready to
take one workflow off their team.

Professional services firms

Accounting, legal, insurance, recruitment and property teams of 20 to 150 people, where skilled staff spend hours re-keying, checking and chasing instead of advising clients.

Regulated, audit-heavy firms

You need AI that leaves an audit trail, keeps a person in the loop on anything sensitive, and stands up to a compliance review.

Founder-led firms at capacity

Demand is outrunning the people who deliver it. You want the repeatable part of the work handled, so your experts can take on more clients.

Not a fit if you want a strategy deck, a chatbot demo, or AI that acts without a person signing off.

The real question

Is the pilot right
for your situation?

One repeated workflow, and someone already checks it

That is the right shape for a pilot. We confirm the scope in Week 1.

You need proof before budget approval

The pilot ends with a working system and a risk and ROI report you can put in front of your partners.

The data lives in inboxes and spreadsheets

The Week 1 data assessment decides. If it is not workable, you know on Day 7, before any build.

Nobody owns the workflow yet

Fix that first. We will tell you so on the fit check rather than start a build nobody will run.

Shishir Mishra
Shishir Mishra
Founder & Systems Architect (AI) · 19 years building software

Every pilot is led personally by me, and I’m on the kick-off, mid-point and handover calls.

Learn more about Shishir →
The Day 21 terms
50%
of the fee you never pay if the system is not in production on Day 21. That is 7.5K–20K, scoped per use case.
100%
of what we built is still yours: code, models, docs, trained team.

If it is not live on Day 21,
you do not pay the second half.

Payment splits 50/50: half at kick-off, half at handover. If your team does not have a production AI system they can operate independently by Day 21, the second half is never owed.

Milestone 1
50% at kick-off. Covers discovery, build and validation.
Milestone 2
50% at handover, owed only if it is running in production.
If we miss
The second half is never owed. You keep the build and the code.
You keep what we built · No lock-in · No ambiguity

In Week 1 we agree in writing what “live” means for your workflow. If Week 1 shows your data is not workable, we stop on Day 7. The first half covers that discovery work, and you keep a written readiness report and pilot plan. The second half is never owed. The most you can lose is the first half, and you keep what it paid for.

If you have already paid for an AI tool that never left the demo, this is built the other way round.

The 21-day journey

AI implementation timeline:
concept to production in 21 days.

Every pilot follows the same plan, counted in calendar days. The fit check names the workflow; Week 1 proves the data can carry it.

1
Kick-off call
Data assessment
2
Infrastructure review
3
Use case confirmed against the data
4
Governance mapping
5
Approval workflow design
6
Success criteria defined
7
Scope locked ✓
WEEK 1
Week 1: Discovery + Scoping
Data assessed · Use case confirmed · Governance mapped
8
AI model setup
9
Data pipeline build
10
Integration with your stack
11
Human-in-loop setup
12
Guardrails + monitoring
13
Audit trail setup
14
System ready ✓
WEEK 2
Week 2: Build + Integrate
AI built · Integrated · Guardrails active · Audit trail live
15
Production testing begins
16
Real user validation
17
Measure outcomes
18
ROI + risk report
19
Documentation + training
20
Knowledge transfer
21
HANDOVER ✓
You own it.
WEEK 3
Week 3: Validate + Hand Over
Tested · Measured · Documented · Owned by you
Day 21: live as we defined it in Week 1, or the second half is not owed.

Free 30-minute fit check. We start when you are ready.

What’s included

What you have
on Day 21.

On Day 21, you don’t get a report or a recommendation. You get a running system, the code behind it, and a team that knows how to operate it.

Pricing is below.
Production AI System
A real AI use case running in your environment, not a demo.
Governance + Audit Trail
Human oversight, rollback mechanisms, every decision logged.
Full Documentation
Architecture, code, API docs, your team runs it without us.
ROI + Risk Report
Clear numbers to justify the next step, or honest data to stop.
Team Knowledge Transfer
Your internal team trained, no ongoing dependency on KORIX.
Scale Roadmap
A prioritised plan for the next 3-6 AI use cases, yours to execute.

Included after handover: 30 days of hands-on support, a Slack channel for questions for 90 days, quarterly roadmap reviews for 12 months, and a leadership summary for your partners or board.

The math

Let’s talk about
what this actually costs.

One price range, published.

Your investment
15K–40K
One clean workflow on one system sits near the lower end. Several systems, messy data or a heavier sign-off chain move it towards the top. You get the exact figure on the fit check.
50% at kick-off
50% at handover

The second half is owed only if it is live on Day 21.

Book a free 30-minute fit check →

You leave with the workflow to automate first, its price range, and a straight yes or no.

What we need from you

Three things. That’s it.

1
3 calls over 21 days
Kick-off, mid-point review, and handover. 60-90 minutes each.
2
Data access
We need to connect to your systems. We’ll tell you exactly what during the fit check.
3
One internal champion
Someone who makes decisions, removes blockers, and champions adoption. Not a committee.

You don’t need AI expertise. You don’t need a data team. You need a use case and data access. We handle everything else.

Recent client work

Neither named client is a law or accounting firm yet. What they show is the method: one repeated task, measured before and after.

KORIX · The Production Record
What shipped · the full record

Every BYOS project we’ve shipped is in production.

Three client projects (one of them an e-commerce build), all three in production, plus the systems we run on ourselves. Two of those clients can be named here; their case studies are on this page. Sample size is honest: we won’t claim a thousand-pilot average. We will show you the methodology and let you decide whether it travels.

Everything that was promised was delivered.

Lucky Valecha · Founder, Proteinverse ★★★★★ Clutch verified
Figure 04.1 · Project trajectories 3 of 3 client projects + our own
KICK-OFF PRODUCTION Numerology Matrix LIVE Client project LIVE Proteinverse E-COMMERCE BUILD · LIVE KORIX × KORIX OWN SYSTEMS · RUNNING
Shipped to production3 + 1
Numerology Matrix
Live
Client project
Live
Proteinverse
E-commerce build · Live · 5★ Clutch
KORIX × KORIX
Our own systems · running
30%
of generative AI projects, Gartner predicted in 2024, would be abandoned after proof of concept by the end of 2025. That baseline is why the pilot is scoped to one workflow and judged in production, not in a demo.
Source
Gartner, 2024
Why the 21-Day Pilot

A consultancy, doing it yourself,
or the pilot.

Most AI engagements produce a slide deck or a sandbox demo. The KORIX pilot produces a running system your team owns on day 21.

Consultancy
Do It Yourself
KORIX
Time to production
A report first; the build is a separate project
When your team finds the time
21 days
Governance built in
Recommended in the report
Whatever your team adds
Sign-off, audit log and rollback from Day 1
You own the output
The report
Yes
Code, models, docs, trained team
Runs on real data
After discovery ends
Once someone connects it
From Week 1
Clear exit if it fails
Set by the contract
You absorb the cost
Second half not owed
“

“KORIX doesn't operate like a typical development agency, they think like product partners. Their ability to combine technical depth with strategic product thinking makes them especially valuable.”

Anna Mazurowska, Founder, Numerology Matrix · Verified on Clutch
5.0
★★★★★
Ready?

Start your
21-day pilot.

Free 30-minute fit check. Honest advice on whether the pilot is right for you.

Book a free 30-minute fit check →
The free Fit Check

30 minutes. Here’s exactly
what happens.

You leave with the one workflow worth automating first, a price range for it, and a straight yes or no.

1

We assess your use case

You describe what you’re trying to achieve. We tell you if AI is the right approach. 10 minutes.

2

We review your data readiness

What data do you have? What systems need to connect? Is your infrastructure ready? 10 minutes.

3

We give you an honest recommendation

Is the pilot right? What would it cost? What’s the realistic timeline? No sales pitch. 10 minutes.

If the answer is no, you will hear it on the call, with the reason.

FAQ

Questions partners ask
before they sign.

Still have questions? Book a free 30-minute call and we'll answer them honestly, even if it means telling you the pilot isn't the right fit.

Book a call →
How much does the pilot cost?

Typically 15K-40K, scoped per use case. Half at kick-off, half at handover. The second half is owed only if the agent is live on Day 21 as we defined it together in Week 1. Book a call and we’ll give you an exact figure.

21 days sounds aggressive. Is this production-ready or a demo?

Production-ready, because the use case is scoped tightly: one workflow, one decision, one measurable outcome. We do not hand over until governance, audit trails and rollback policies are live. Our named client projects were larger builds that took longer; the pilot is deliberately smaller so it fits in 21 days, and the second half of the fee is owed only if it does.

What if the pilot doesn’t work?

That’s a valid outcome. If Week 1 shows your data is not workable, we stop on Day 7: the first half covers that discovery work, you keep a written readiness report and pilot plan, and the second half is never owed. If the honest answer is “not yet”, we will say so.

Do I need my data ready before we start?

No. Week 1 includes a full data assessment. Many firms do not know whether their data is ready, and Week 1 exists to find out. If it is not, we tell you exactly what to fix before spending a single day building.

Where does our client data go?

The agent runs inside your own systems and on your own accounts, including the AI model account, so your data is processed under your own agreements rather than ours. Your compliance team approves the governance policies before we write code, and every decision the agent makes is logged.

What if the agent makes a mistake in production?

Three guardrails ship with every agent from Day 1. Confidence thresholds route low-confidence actions to a person. Full audit trails log every decision for review. Rollback policies set how each change the agent makes is reversed, and anything that cannot be reversed, such as an email to a client, waits for a person to approve it.

What does it cost to run the agent after Day 21?

Your own model usage and software licences, billed to your own accounts, because the agent runs inside your stack. We estimate that usage for your workflow on the fit check. KORIX charges no recurring fee. Included after handover: 30 days of hands-on support, a Slack channel for questions for 90 days, and quarterly roadmap reviews for 12 months. Further support or new builds are optional and quoted.

What do I own at the end?

Everything. Source code, trained models, documentation, API specs, and a team that knows how to run it. Plus a roadmap for the next 3 to 6 use cases. Continue with KORIX or run it yourself. Zero lock-in.

Which use case should we start with?

The one with a clear input, a clear output, a person who already checks the result, and a number you can measure before and after. A pilot-sized example: new-client emails read, the details keyed into your practice management system, and a person approves each entry before it posts (an illustration, not a client result). Most firms have two or three candidates. The fit check picks the one to do first. See examples →

Is it offshored, and who does the work?

Yes. Our team is based in Ahmedabad, India, and works with UK firms remotely. Shishir Mishra, the founder, leads every pilot personally and is on the kick-off, mid-point and handover calls. The team is staffed to your workflow, and on the fit check we tell you exactly who does what. Learn more →

Why not just buy Copilot or an off-the-shelf AI tool?

Use one if it already does the job. The pilot is for the workflow that crosses your systems and needs a person’s sign-off before anything goes out, which is the part general tools leave to you.

How is this different from hiring an in-house AI engineer?

An in-house hire takes months to recruit, carries an ongoing salary, and puts the risk on one person if the project does not work. A KORIX pilot delivers a production system in 21 days for a fixed fee, with full handover so your team can extend it without us.

Picture the week after Day 21: the re-keying is gone from one workflow, a person signs off what the agent prepared, and your senior people spend that time with clients. And you are the partner who brought AI into the firm with an audit trail your compliance lead signed off.

21 days. One use case.
Half the fee at risk on our side.

Book a free 30-minute fit check. We’ll find the workflow that gives your senior people the most time back, scope it, and give you an honest price. If it’s not the right fit, we’ll tell you.

Free consultation · No commitment · 30 minutes

Book a free 30-minute fit check →

Not ready to talk yet? Start with what AI implementation costs or seven signs you are ready.