Your product's full context,
finally in one place.
maipl compiles every ticket, doc, and decision your team has ever made into one ranked call each week — one winner, why the rest lost, and the evidence attached to both.
join the waitlist — approved emails can sign in from there.
Product context is your most valuable asset. Most teams lose it.
Your most expensive decisions are made with the least context.
PMs, engineers, and leadership all pull from different sources — Jira, docs, chat, memory. By the time a decision is made, half the room is still guessing.
Every week, you rebuild the same shared understanding.
Roadmap reviews, stand-ups, escalation threads — they repeat the same questions because the reasoning behind past calls never became a reusable asset.
The teams that win write their product memory down.
maipl turns your scattered product context into a single, cite-able source of truth — so decisions ship faster, with fewer meetings, and with a record everyone trusts.
Product chaos, resolved into one source of truth.
maipl doesn't just collect your product data — it understands it. Three layers turn scattered tickets and docs into a ranked call your team can actually act on, with the evidence attached.
Every source, one corpus.
maipl reads every ticket, doc, and decision your team has ever made — Jira, Notion, Amplitude, uploads — and normalizes them into a single addressable corpus. Nothing lives in someone's head anymore.
Context you can argue with.
Each fact is cited, scored, and weighed against what your team actually optimises for. Weights adapt to your org — so the reasoning behind every call is transparent, not a black box.
One ranked verdict.
Each week you get one call: the winner, why the rest lost, and the evidence attached to both. No RICE spreadsheet, no scoring workshop — just a decision your team can make with confidence.
Every shipped epic teaches the next verdict.
When an epic ships — or gets killed mid-flight — maipl links the outcome back to the verdict that approved it. Over weeks, the agent stops scoring on generic heuristics and starts predicting against your team's bets.
- →Strategic anchors that never produce wins get downweighted
- →Evidence sources your team trusts get higher signal weight
- →Recurring swap patterns surface as roadmap anti-patterns
Turn product chaos
into shared clarity.
Early cohorts are small on purpose. Get in line, and help decide what the reasoning layer for product teams should actually do.
join the waitlist — approved emails can sign in from there.