AI/ML Adoption Consulting
We watch the manual processes end to end, measure how often they run and where they go wrong, and rank every automation candidate by return and feasibility, with the points where a person must approve.
Who it is for
Leaders under pressure to "do something with AI" who want a short list that survives a CFO review.
The situation
Most AI pilots stall because they sit on top of scattered data, or automate a process nobody measured first. The result is a demo, not a saving.
If you go ahead
This engagement covers the first stages of the plan below. You decide whether to continue once you have the deliverables.
We watch the manual process end to end and measure how often it runs, how long it takes and where it goes wrong.
Automating a process that should have been removed instead.
We rank every automation candidate by return and feasibility so you fund the ones that pay back first.
Spending on automations with no measurable return.
We define triggers, knowledge sources, confidence thresholds and the points where a human must approve.
An agent taking an action in front of a customer that nobody approved.
We build the connectors, load your documents and policies into the knowledge base and integrate with the systems it acts on.
Rate limits and expired credentials breaking the flow.
The automation runs alongside your team on real work without taking any external action, so we can compare its decisions with theirs.
Real-world inputs the test set did not cover.
The automation goes live with a human approving low-confidence cases and monitoring switched on.
Silent failures going unnoticed.
We tune thresholds as volume grows and move to the next item on the opportunity map.
Accuracy drifting as your business changes.
Then the opportunity map says so, and the first step is the data or the core system, not the model. That is a common and useful finding.
No. We use providers and settings that do not train on your data, and for regulated work we can run models inside your own cloud account.
Other ways to start
