The Tool Scored, Not Demoed.
Nearly a third of AI tool purchases are abandoned before real use, not because the demo failed but because nobody scored it against the business's requirements or planned the integration and training that follows. As AI specialists running Artificial Intelligence work for Johannesburg SMEs, we score shortlisted tools against your requirements, then build in integration and training from day one.
Why Good Tools Still End Up As Unused Licences
Most AI licences sitting unused in Johannesburg offices were never bad software. They were picked the wrong way: a slick demo, a colleague’s recommendation, or whichever vendor pushed hardest, with no plan for what happens after the invoice clears.
Picked From A Demo
A tool looks impressive running a scripted task on someone else's data. Nobody checks it against the process it actually has to run inside: your file structure, your team's technical comfort, or your compliance obligations.
No Requirements On Paper
Without a written list of what the tool has to integrate with, who needs access, and what it can cost at your real seat count, every option looks roughly as good as the next. Comparison shopping replaces comparison scoring.
No Plan For After Go-Live
The licence gets activated and connected to nothing. Nobody trains the team that has to use it daily, so it sits open in a browser tab for a week, then never again.
On their own, each of these is a small decision. Together, they're why so many Artificial Intelligence services get budgeted every year and used for a fraction of it: real spend, little real return.
We score every shortlisted tool against your own written requirements before recommending one, then handle the integration and training so it becomes part of how your team actually works, not a licence renewing quietly in the background.
What's Actually Included When We Select And Roll Out Your Tool
This isn’t a shortlist handed over and left with you. It’s the full path from working out what you actually need to your team using the tool without thinking about it.
NEEDS ASSESSMENT, DONE PROPERLY
We start with the problem you’re trying to solve, not the newest tool on the market. Your data rules, the systems it has to talk to, your user count and your budget ceiling get written down before any vendor name comes up.
Tool Evaluation And Shortlisting
A Recommendation, Not A Sales Pitch
You get the trade-offs stated plainly, not a single tool pushed as the obvious winner. The final call on which one to run with stays with your business, not with whoever wrote the shortlist.
Integration With What Already Runs
Training , support, And Rollout
Training for the people who’ll use the tool day to day, plus a named contact for questions in the first weeks after go-live.
A Usage Check After Go-Live
What You're Right To Ask Before You Commit To A Tool
These are the concerns that actually stall a decision, not the ones easiest to answer. We’d rather deal with them here than have them sit unspoken until they stall your sign off too.
Are You Actually Independent?
Every recommendation is scored against your written requirements first, and if the best fit for your business isn’t the best known name, we’ll say so and show you why it scored higher.
What Can The Tool Actually See?
Every integration is scoped to the narrowest access the tool needs to do its job. Before anything connects, we map what data it can reach and where that data goes.
Will It Break What Works?
Connecting a new tool to your email, files or CRM carries real risk if it’s rushed. We test the connection against your existing systems before it goes live, so the tool that’s meant to save your team time doesn’t cost you an afternoon of outages instead.
Won't It End Up As Shelfware?
You’ve bought a tool before that nobody ended up using, so the scepticism is fair. The difference here is that training and a post rollout usage check are part of the engagement from day one, not an afterthought if adoption stalls.
What Scoring And Connecting The Right AI Tool Costs You
There’s no flat rate, because scoring one tool for a single department is a different job to shortlisting and integrating three tools across finance, operations and customer service at once. What moves the quote is how many tools are in scope, how many people need training once the chosen tool is live, and whether you’ve already run an AI Readiness Assessment, which answers the data exposure questions upfront and can shorten this engagement.
01 Tool evaluation scored against your written requirements
02 Integration into your existing Microsoft 365 setup
03 Hands-on training and a post-rollout usage check
Who this is for
This fits Johannesburg businesses that have already settled on where AI belongs, in finance, customer service or reporting, but are stuck weighing three or four tools and don't want to gamble the budget on the wrong one. If you haven't chosen a use case yet, start with Process Automation Strategy to score your processes, then return here to choose the tool.
How it works
frequently asked questions
Are you independent, or do you get paid by any vendor you recommend?
We’re paid for the assessment, the integration and the training, never by a vendor for steering you toward their tool. The scoring runs against your written requirements, and where two tools score closely we say so instead of picking one for you.
We've already picked a tool, can you just do the integration and training?
Yes. If you’ve settled on a tool already, we skip the evaluation step and start straight at connecting it safely to what you run and training your team to use it.
What happens if the tool we choose doesn't work out after we commit?
We build a usage check into the rollout, so if adoption stalls we flag it and revisit the shortlist early rather than leaving you paying for a licence nobody opens.
Will this connect safely to our existing Microsoft 365 or Azure setup?
We connect using the narrowest access scope the tool actually needs, never broad admin rights by default, and we test that connection before handing it to your team.
Score Your Shortlist Against Requirements, Not Just Whoever Demos Best
A tool that wins the demo can still fail your team, because we score every shortlist against your requirements.