Which of these questions are you arriving with?
Arrive with your question. Here are the 44 situations we solve, ordered by what gets bought today and by the question you arrive with.
Would you rather see it by service? Vanguard · Forge · Taskforce · the full cycle.
What gets bought in 2026
Four things. All four have a name here.
Getting a return on what was already bought
Why is your AI pilot not making it into production?
The pilot worked, everyone applauded and eight months later it is still a pilot.
From demo to real operation: with an owner, an operating manual, monitoring, cost per outcome and a shutdown criterion written before it gets switched on.
See the situationForgeIs your model still working as well as it did on day one?
The model still answers. Nobody can prove it answers as well.
The measurement, the threshold and the shutdown criterion installed and handed over running to your team. We do not stay watching the dashboard.
See the situationForgeWill your data hold what you are about to build on top of it?
Every area has its own version of the same figure and none of them match.
Whether your data can carry what you are about to buy, measured against a rubric and with the cost of closing each gap.
See the situationProving control
Would your AI pass an independent audit in 90 days?
The integrator says it works and I am the one who signs.
Pass, conditional pass or fail, issued by someone who did not build it and takes no commission from anyone.
See the situationTaskforceWho answers for what your AI decides, and with what evidence?
The regulator asks why that case was rejected and nobody can reconstruct it.
What a machine decides inside your organization, with what consequence, who answers for each decision and what evidence is left behind.
See the situationTaskforceHave you ever tested the failure plan for your AI agents?
The process already depends on the agent and nobody remembers how it was done by hand.
Plan B, written and actually tested: the agent gets switched off and how long your team takes to pick it up gets measured.
See the situationVanguardWhich AI tools are in use without anyone having approved them?
I know there is AI in use and I do not know which tools or with what information.
What is being used off the record, with what data and with what exposure, and what is best approved, replaced or cut.
See the situationContaining the cost
How much of your software and AI spend can you cut without breaking anything?
We were told to bring the budget down and every owner defends their application.
The real spend, not the contracted one: what capability you pay for twice, which renewal is leverage and what is better shut off, renegotiated, consolidated or built.
See the situationVanguardIs that license you renew every year still worth what it costs?
We pay for a hundred features and use six.
A verdict on what you pay in licenses against the full cost of building it. If building wins, the code is yours.
See the situationVanguardWhat does your AI actually cost, depending on where it runs?
Upstairs they want to bring it in-house and I am the one who will have to operate whatever they decide.
Your break-even point calculated with your volumes, and the failure mode you take on if you decide to self host.
See the situationForgeWho maintains the applications the business areas built on their own?
The areas built their applications with AI and the person who made them left in March.
What got built, who answers for each thing, what happens the day it fails and what it really costs to sustain it. With an owner and an operating manual.
See the situationHolding up on the bad day
What exactly happens the day your operation fails, and who answers?
We know that if it goes down, it goes down. No one has wanted to write what happens next.
Where your operation stops, who answers at each point and what evidence you are missing to prove it.
See the situationTaskforceCan you prove your operation holds up, with evidence and not with confidence?
They no longer ask whether we have controls. They ask whether I can prove it holds.
Your critical functions, your dependencies, your tolerance thresholds and the severe scenarios tested, with the file ready for the supervisor.
See the situationTaskforceHow do you get an operation that has plateaued moving again?
Everything escalates, nothing gets resolved at the front line and the internal customers have already complained upstairs.
Your first line indicator taken to the agreed target and sustained for two months, with the gap attributed by cause. If it does not move, you do not pay the balance.
See the situationQuestion 01
What is worth approving of what is on my desk?
Does the return on that investment survive an independent review?
The business case was built by the person selling it to me.
A verdict from someone who takes no commission, with the exact assumption that would have to fail for the numbers to stop working.
See the situationVanguardHow do you question a vendor without being technical?
My team signs service agreements we cannot enforce afterwards.
So that your team can question a vendor without being technical, with the script built on your own contract.
See the situationVanguardWho do you test a decision against when everyone with an opinion has something to gain?
I have a call to make this week and almost everyone with an opinion has something to gain from the answer.
A written one-page verdict: what you are looking at, what has to be decided and what the next step is.
See the situationVanguardWhat are you actually buying in technology, before you sign?
The financial diligence is done. Nobody looked at whether the operation survives the day after.
Before you sign: what you are actually buying in technology, what shuts off when three people leave and what day one costs.
See the situationVanguardAre they delivering what they promised you in the contract?
The vendor's dashboard shows green and the operation keeps going down.
What they promised you, what they delivered, which clauses you can actually enforce and what you have to renegotiate with.
See the situationVanguardWould your AI pass an independent audit in 90 days?
The integrator says it works and I am the one who signs.
Pass, conditional pass or fail, issued by someone who did not build it and takes no commission from anyone.
See the situationVanguardStay on the platform you have, or migrate, and with what numbers do you defend that call?
The licensing model changed and we have to decide whether we stay.
The real break-even between staying and migrating, run on your volumes, with the cost of operating the destination included.
See the situationQuestion 02
Where does my budget go furthest?
Which of your AI initiatives deserve to continue, which to scale and which to switch off?
We have AI pilots in five departments and budget to scale two.
Your initiatives ranked by return, by risk and by what it costs to keep them running, with the list of the ones worth switching off and the reason for each.
See the situationVanguardWhat does your AI actually cost, depending on where it runs?
Upstairs they want to bring it in-house and I am the one who will have to operate whatever they decide.
Your break-even point calculated with your volumes, and the failure mode you take on if you decide to self host.
See the situationForgeHow much of your software and AI spend can you cut without breaking anything?
We were told to bring the budget down and every owner defends their application.
The real spend, not the contracted one: what capability you pay for twice, which renewal is leverage and what is better shut off, renegotiated, consolidated or built.
See the situationVanguardIs that license you renew every year still worth what it costs?
We pay for a hundred features and use six.
A verdict on what you pay in licenses against the full cost of building it. If building wins, the code is yours.
See the situationQuestion 03
How do we decide better?
Who answers for what your AI decides, and with what evidence?
The regulator asks why that case was rejected and nobody can reconstruct it.
What a machine decides inside your organization, with what consequence, who answers for each decision and what evidence is left behind.
See the situationVanguardOf everything being announced, what is worth getting into and what is not?
The committee wants a position and I do not know what is real and what is noise.
With your leadership in the room: a short list of what to get into and another, more valuable one, of what to stay out of.
See the situationVanguardDo your reports produce decisions, or only meetings?
The committee gets forty pages every month and leaves without deciding anything.
Every page of your report forcing a decision or no longer being produced. And the indicators that warn you earlier, with the lead time proven on your own data.
See the situationVanguardWho do you test the technical decisions you cannot test inside?
The decisions that weigh the most, I make without an independent peer in the room.
Independent judgment on a fixed calendar: on your committee, with a written opinion per session, or alongside leadership, with a written note per decision.
See the situationVanguardWhat has moved in your sector since the last time you looked?
Last year's session was useful, but it was a snapshot and the map has already changed.
The frontier map of your business kept current, with what changed, what died and what now forces a decision.
See the situationForgeHow far can an agent go on its own, and who stops it?
The agent no longer just answers: it executes. Nobody defined how far it can go on its own.
What your agent can do on its own, what requires approval, what stops it and who answers when it acts wrongly. Built and tested with a real stop.
See the situationTaskforceWho signs each step in the life of an agent in your organization?
The tool already comes with agent identity. Nobody defined who signs each step.
The six life steps of every agent and every service account, each with someone who signs: creation, credential, scope, expiry, revocation and log.
See the situationQuestion 04
How do I get everything under control?
How many hours a month go into work that could simply not exist?
They gave me a productivity target without any extra headcount.
On the data from your own tickets: how many hours go into repetitive work, which ones get eliminated and in what order.
See the situationForgeWill your data hold what you are about to build on top of it?
Every area has its own version of the same figure and none of them match.
Whether your data can carry what you are about to buy, measured against a rubric and with the cost of closing each gap.
See the situationVanguardWhich AI tools are in use without anyone having approved them?
I know there is AI in use and I do not know which tools or with what information.
What is being used off the record, with what data and with what exposure, and what is best approved, replaced or cut.
See the situationForgeWho maintains the applications the business areas built on their own?
The areas built their applications with AI and the person who made them left in March.
What got built, who answers for each thing, what happens the day it fails and what it really costs to sustain it. With an owner and an operating manual.
See the situationTaskforceWhere does your organization encrypt, and what happens when that encryption expires?
The cryptography is spread across twenty years of systems.
Where your organization uses cryptography, what each scheme protects and how many years that data must stay secret, with the roadmap of what to migrate first.
See the situationVanguardWhat if the review of your platform did not end in a quote?
I have to commit budget on a platform I inherited.
The real state of your platform: what can stop it, what is slowing it down, and how much of that gets fixed without buying anything. And a report that does not end up selling you anything.
See the situationVanguardWhat are your customers telling you that nobody has read?
We have years of tickets and complaints. There is something in there and nobody has had time to look.
Reading years of text is cheap now. What gets delivered is the point in your operation that the text keeps pointing to, quantified and verified case by case.
See the situationQuestion 05
How do I build something that later runs on its own?
How do you separate systems against a date that cannot move?
We closed the acquisition and systems have to be separated without breaking service.
Operational separation and integration against a date imposed by contract, led by someone who has already separated the technology of a divested bank.
See the situationForgeIs your model still working as well as it did on day one?
The model still answers. Nobody can prove it answers as well.
The measurement, the threshold and the shutdown criterion installed and handed over running to your team. We do not stay watching the dashboard.
See the situationForgeWhy is your team not using the assistant you already rolled out?
We rolled it out to four hundred people and forty open it. Nobody says it is bad.
Why your people do not trust the system, with the exact moments where trust is lost and the redesign of each one.
See the situationForgeHow do you make your center deliver what the business case promised?
We opened the center a year ago and it still does not deliver what we were promised.
The operating model, the technical curriculum and the pipeline of team leads, until the center sustains its service level without us.
See the situationForgeWhat happens when the two people who hold up your core system retire?
The person who knows retires in eighteen months and there is nobody to replace them.
The critical knowledge documented and the successors certified operating alone before the specialist leaves.
See the situationForgeYou bought the AI platform, and the engineer who makes it work was not included?
We have the AI licenses, and my team is busy keeping what already exists running.
A team inside your operation, by mission and at a fixed price: it delivers what was agreed, hands it over to your team and leaves. No license to sell you.
See the situationForgeHow does your team find what the organization already knows?
Everything we know is written down and nobody finds it when they need it.
An assistant that answers from your documentation, always cites the source and says "I do not know" when it does not, with the accuracy rate measured before anyone is shown it.
See the situationForgeWhy is your AI pilot not making it into production?
The pilot worked, everyone applauded and eight months later it is still a pilot.
From demo to real operation: with an owner, an operating manual, monitoring, cost per outcome and a shutdown criterion written before it gets switched on.
See the situationForgeWhat do you do when a process that matters lives in a spreadsheet?
We run it in a spreadsheet and no product on the market does exactly this.
An application for your process, built fast and with the code in your name. With a named owner and the three year cost of operation stated in the proposal.
See the situationQuestion 06
How do I answer with evidence when they ask?
Can you prove what a machine produced, and when your customer was talking to one?
We are being asked to label what AI produces and to disclose when a machine is answering.
Where your organization generates content or decides with AI, what has to be labeled or disclosed at each point, and the file that proves it.
See the situationVanguardWhy is your large customer not signing?
We have been two months inside the customer's questionnaire and every answer opens three more.
Why your large customer is not signing, what evidence is missing and in what order to close it.
See the situationQuestion 07
How do I make sure it holds on the bad day?
What exactly happens the day your operation fails, and who answers?
We know that if it goes down, it goes down. No one has wanted to write what happens next.
Where your operation stops, who answers at each point and what evidence you are missing to prove it.
See the situationTaskforceHave you ever tested the failure plan for your AI agents?
The process already depends on the agent and nobody remembers how it was done by hand.
Plan B, written and actually tested: the agent gets switched off and how long your team takes to pick it up gets measured.
See the situationTaskforceCan you prove your operation holds up, with evidence and not with confidence?
They no longer ask whether we have controls. They ask whether I can prove it holds.
Your critical functions, your dependencies, your tolerance thresholds and the severe scenarios tested, with the file ready for the supervisor.
See the situationTaskforceHow do you get an operation that has plateaued moving again?
Everything escalates, nothing gets resolved at the front line and the internal customers have already complained upstairs.
Your first line indicator taken to the agreed target and sustained for two months, with the gap attributed by cause. If it does not move, you do not pay the balance.
See the situationTaskforceWho is in command in your organization when something big goes down?
When something big goes down, we find out late and we communicate it worse.
So your leaders know how to command and communicate during a crisis, with a real incident of yours reconstructed in the room.
See the situationForgeWhat do you do when something built with AI, or left behind by the vendor, is already holding up a process?
We built it with AI in a week, it worked, and now the whole operation uses it.
What got built fast, or what the vendor left behind, taken into production: secured, with a tested backup, a named owner and everything in repositories of your own.
See the situationAlmost every engagement starts through the same door.
A concrete decision on the table and the need to test it against someone who gains nothing from the answer. If what you have in front of you is not a decision but an operation that is not performing, the door is the diagnosis.