AI Leverage Map: Product Lifecycle Analysis.
Find where AI multiplies your output — and where it's a waste of money. An analysis along your product lifecycle, using the same value-vs-complexity logic that Teklens uses.
How the map is built
Four steps from intake to roadmap — anchored in your tools and processes, not in a slide template.
Inventory
We map your product lifecycle: processes, tools, bottlenecks — from discover to operate.
Score
Every AI lever gets scored: value, effort, risk — anchored in process and code instead of guessed.
Map
The levers land on the value-vs-complexity matrix. Multipliers become visible — and so do money burners.
Roadmap
You get a prioritised roadmap: what first, what later, what deliberately not — with reasoning per lever.
Value vs complexity — the matrix behind it
The same logic as Teklens' feasibility-aware prioritisation: value against real difficulty. Click through the four fields.
Multipliers
High value, low complexity: this is where AI multiplies your output. These levers go on the roadmap first.
Targeted investments
High value, high complexity: worth it — but only with a clean scope, clear milestones and a risk budget.
Nice-to-haves
Low value, low complexity: nice, but not a driver. Do it when it comes along — never prioritise it.
Money burners
Low value, high complexity: this is where AI budget burns. The map makes these levers visible before you invest.
What you take away
- The leverage map: every lever on the value-vs-complexity matrix
- A prioritised roadmap with reasoning per lever
- Risk notes: data residency, vendor lock-in, running costs
- A measurement plan for the first 90 days
The same logic as in the product
The map uses the scoring logic of Teklens' feasibility-aware prioritisation: value against effort, risk and complexity — anchored in code. If you want to execute afterwards, the connection is direct: the prioritised levers map onto the Teklens use-case library.
Frequently asked questions
Not sure which package fits?
30 minutes with the founder team. We'll tell you if none of them fits, too. No sales.