Layer 1 — Intelligence

The backlog doesn't
just appear by magic.

Yet for most teams, it does. Ideas become stories with no value evidence, no stakeholder sign-off, no technical review. The result: sprints full of work that was never really validated. Performalise changes that — with a structured 5-stage discovery pipeline that turns raw ideas into sprint-ready stories.

64%
Of backlog items have no clear business value statement
5 stages
From raw idea to sprint-ready — structured, scored, validated
Zero
Requirements tickets needed — ideas start informal, end rigorous
AI-led
Albert AI guides each stage with scoring, suggestions, and signals
The discovery gap
Most teams skip discovery.
Then wonder why delivery disappoints.

The backlog appears to grow organically — but what's really happening is that ideas are jumping straight to stories, skipping the hard questions that determine whether anything is worth building at all.

Product Leader

Your roadmap is driven by whoever spoke loudest last sprint

Without a structured discovery process, the backlog fills with the most recent requests, the loudest stakeholder voices, and the most visible problems — not the highest-value opportunities. Prioritisation becomes politics, not intelligence.

"Every quarter I inherit a backlog I didn't build and can't defend. I spend more time explaining what we're not doing than what we are."
Senior Exec

Stories reach the sprint with no business case attached

By the time work enters a sprint, nobody remembers why it was added. There's no value statement, no OKR link, no customer evidence. The team delivers — but nobody can prove it was worth delivering.

"We shipped 47 stories last quarter. I couldn't tell the board what business outcome any of them were driving."
Agile Coach

Tech debt is discovered in the sprint, not before it

Technical complexity, dependencies, and risks emerge mid-sprint — not in planning — because nobody did a proper technical feasibility check during discovery. The sprint that looked simple on Monday is in trouble by Wednesday.

"The team keeps hitting invisible walls mid-sprint. The work wasn't properly understood when it entered the backlog."
The discovery pipeline
Five stages. Every idea earns its place.

No idea jumps straight to the sprint. Every item moves through five structured stages — each adding evidence, scoring, and sign-off — before it's ready for the backlog.

Stage 1 of 5
20%
What discovery intelligence unlocks
From invisible assumptions to validated backlog.

Every stage in the pipeline adds intelligence that protects the sprint — and the investment behind it.

OKR alignment scoring

Every idea scored against strategy before it becomes a story.

The Stakeholder stage doesn't just check whether someone approves an idea. It checks whether the idea actually moves a company objective — automatically scoring it against current OKRs and surfacing misaligned work before it wastes a sprint.

  • Automatic OKR alignment score per idea at Stage 3
  • Albert AI suggests the most relevant OKR if no link is provided
  • Ideas scoring below threshold flagged before backlog entry
  • Alignment history — track how discovery quality improves over time
Stakeholder stage — OKR alignment
3 ideas awaiting stakeholder review
Guest checkout flow OKR: 94%
Linked to: Reduce checkout abandonment · H1 2026
Admin order export CSV OKR: 22%
⚠ No active OKR linked — Albert AI suggests deferring
Self-serve onboarding OKR: 88%
Linked to: Grow sign-up to first purchase · H1 2026
1 of 3 ideas lacks OKR alignment. Albert AI recommends deferring "Admin order export CSV" — RICE score 15, no strategic link.
Technical intelligence

Feasibility assessed before the sprint, not during it.

The Technical stage prompts the team to surface complexity, dependencies, and risk before an idea enters the backlog. Albert AI scores technical readiness and flags stories that look simple but carry hidden risk — the ones that derail sprints mid-week.

  • Complexity scoring — relative to historical stories of similar scope
  • Dependency detection — which other teams or systems does this touch?
  • Risk flagging — where are the unknowns that could expand the estimate?
  • Mitigation prompts — Albert AI suggests what to investigate before committing
Technical stage — risk assessment
Guest checkout flow
Technical review · Albert AI assessment
Payment gateway integration — existing API, low risk
Address validation — 3rd-party service available
Session handling — depends on AUTH-221 (in progress)
GDPR compliance for address storage — unresolved
Albert AI: Recommend resolving GDPR question before sprint commitment. Estimated delay risk: +3 days if discovered mid-sprint.
Built for every leader
Same pipeline. Three different problems it solves.

Product Discovery gives every leader the confidence that work entering the sprint was properly validated — not just added because someone asked.

Product Leader / PM

A backlog you can actually defend in any room.

Every story arrives with value evidence attached
OKR alignment scored before anything enters the sprint
Discovery quality tracked over time — is it improving?
Albert AI suggests the next action at every stage
Senior Exec / CPO

Know that what's being built was worth building.

Portfolio-level discovery quality score — all teams
OKR alignment visible before any sprint commitment
Stakeholder approval tracked — who signed off, when
Board-ready evidence that discovery is rigorous
Agile Coach

Sprint surprises eliminated upstream, not mid-sprint.

Technical risk surfaced at Stage 4, not Day 3 of the sprint
Discovery quality score per team — coaching input
Albert AI flags underprepared stories before planning
Discovery coaching embedded in Agile Event briefs
What teams say
Finally knowing why we're building what we're building.
We used to start sprints with a backlog that felt vaguely right. Now every story in the sprint has been through five stages and carries OKR alignment evidence. The quality of conversation in planning has completely changed.
JS
James S.
Product Owner, Prezi
The Technical stage alone paid for everything. We caught a GDPR issue in discovery that would have caused a 2-week sprint failure. That's not a small saving — that's a quarter-defining miss avoided.
NS
Nicky S.
Senior Developer, Fleetcor
My PM used to struggle to explain the roadmap to stakeholders. Now she walks in with a slide that shows every story's OKR link, its value score, and who approved it. The questions have gone from "why are we building this?" to "how fast can we build this?"
TR
Tom R.
Scrum Master, UBS
Ready to fix discovery?

Stop letting the backlog appear.
Start building the right things.

Connect in minutes. Your first ideas enter the pipeline on day one. Five stages. Full validation. A backlog you can finally defend.

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