Product strategy.pdf DECK
“A workspace for every team.
Self-serve from day one.”
✳ AN AI-NATIVE DELIVERY SYSTEM
Software is
downstream of truth.
Rootshift turns what your company knows into a validated Ground Truth.
Then agents build and verify software against it, while humans sign what is true. Every change traces back to a fact someone owns.
01 / THE PILEUNSTRUCTURED
#product-decisions CHAT
Product lead 14:32
Guests should be able to export reports.
permissions-v3.md PRD
Report export permissions
Only admins can export reports.03 sources. One unresolved contradiction.
02 / THE MODELTRACEABLE
CAP-001draft
Workspace reporting
A team can view and export its reports.
✓ Capability & acceptance criteria ↗
✓ Business rules & source links ↗
OPEN DECISION OD-001
Who can export a report?
Two sources disagree. A human decides.
↳ Pile in. Model out. Contradictions become open decisions. Nothing ships until a person approves.HUMAN APPROVAL REQUIRED ◇
THE ROOTSHIFT ADVANTAGEWHAT AGENTS BUILD FROM
Give an agent a contradiction.
It does not stop. It picks.
Rootshift decides what the agent picks from: a validated model of your business, agents that build and verify against it, and a record of every call a person made along the way.
We catch what
the brief leaves out.
Omissions. Contradictions. Assumptions nobody signed. Rootshift checks the model before execution and gives unresolved decisions an owner.
Inspect the foundation ↗We put a fleet
behind your roadmap.
Specialized agents build, review, test, and verify. Independent work runs in parallel. Human judgment goes where it unlocks the next move.
Follow a story to delivery ↗Every delivery makes
the next one sharper.
Findings become checks. Outcomes calibrate forecasts. Validated knowledge carries forward. Each engagement adds to a reusable delivery method.
Look at the record ↗01 / THE SHIFTA DIFFERENT ORDER OF OPERATIONS
The bottleneck
has moved.
Building used to be the bottleneck. Agents changed the economics of execution. The harder question is knowing what should be built.
Your answer is scattered across decks, threads, specs, and someone’s memory. Every contradiction becomes a choice an agent makes on your behalf.
Give an agent the whole pile
and it inherits every contradiction.
01 / TRADITIONALHOURS ARE SCARCE
Requirementsa document
→Buildthe bottleneckSLOW · EXPENSIVE
→Reviewafter the fact
→Shipand find out
AGENTS CHANGE THE ECONOMICS OF EXECUTION↓
02 / AI-NATIVETRUTH IS SCARCE
Knowledgevalidated firstTHE NEW BOTTLENECK
→Ground Truthowned · versioned
→Buildagents, in parallel
→Verifyindependent
→Shipwith the record
↳ Building got cheap. Knowing what should be built did not. The discipline moves upstream.SOFTWARE IS DOWNSTREAM OF TRUTH ◇
SOFTWARE DEVELOPMENT CHANGED
The words we ran delivery with rationed one scarce thing, engineering hours. That scarcity is gone. Every artifact has a successor.
↳Documentation finally
Documentation finally
has a reader.
A machine that reads everything and ships makes the quality of your knowledge consequential. Every claim needs an owner, a source, and a state.
02 / THE METHODONE SYSTEM. A COMPLETE RECORD.
Truth first.
Everything follows.
A shared model. A fleet of agents.
Judgment at every boundary that matters.
KNOWLEDGE INPUTS
Code & repos · Documents & PRDs · Interviews · Live product & data
↓ INTAKE LOOPHUMANSSet intent. Resolve decisions. Approve what is true.↓
THE FOUNDATION
Ground Truth↗
Structured · Owned · Versioned · Validated
01 Project Context02 Domain Model03 Capability Specs04 Engineering Context05 Integration Contracts06 Eval Suite07 Decision Log
01
↓Specifications
Deterministic briefs
02
↓Agents + loops
Build · Review · Verify
03
Verified software
Gated by evidence
SOFTWARE → GROUND TRUTH↰TELEMETRY → GROUND TRUTH
↵ TELEMETRYEvery run. Every finding. Every decision.FEEDBACK, RECORDED.
Ground Truth
Execution starts from a validated, versioned model.
Fleet
Every builder starts fresh. Every reviewer is independent.
Loops
A change closes when its evidence and outcome are recorded.
Gates
Unapproved knowledge cannot authorize a build.
Telemetry
Every claim about delivery has a record behind it.
Humans
Only people resolve intent and set approved.
03 / GROUND TRUTHINSPECT THE FOUNDATION
Knowledge you
can build on.
Structured. Owned. Versioned. Validated.
Trace every claim back to its source.
Workspace reporting
draftLAST VALIDATED: PENDING HUMAN REVIEW
Teams can inspect their workspace activity and export reports within the permissions established for their role.
ACCEPTANCE CRITERIA
GIVEN an authenticated workspace member
WHEN they open workspace reporting
THEN only their workspace’s data is visible
!
Export permissions need a decision.
↗OD-001 is open. The dependent story stays blocked.
A synthetic engagement.
Every real one has this shape.
draft→in-review→approved↴needs-revalidation
↳A story is a unit of work.
A story is a unit of work.
A capability is a unit of value.
A capability is a business function, a verb: scan a receipt, reconcile a statement, invite a collaborator. It is something the system does, a unit you could scope and deliver on its own, made of stories with acceptance criteria and evals. Every capability carries a class, a tier and a size, so one project’s capability is comparable to another’s. That is what lets the record forecast from delivered history.
CAPABILITY→STORIES→ACCEPTANCE CRITERIA→EVALS→VERIFIED SOFTWARE
04 / THE DELIVERY LOOPINDEPENDENCE BY DESIGN
One story.
A chain of evidence.
No agent judges its own work.
Approval is an independent judgment.
01 / INTENT ↓
Approve
the story.
A human validates the story. Approved artifacts assemble into a deterministic builder brief.
HUMAN OPERATOR02 / EXECUTION ↓
Build from
the model.
A fresh-context builder opens a pull request with a trace back to the specification.
BUILDER AGENT03 / VERIFICATION ↓
Let another
mind check.
Independent reviewers inspect the change. Evals and QA supply evidence for the merge gate.
INDEPENDENT REVIEW04 / CLOSURE ↵
Ship with
the record.
The gated change merges. Ground Truth is updated. The outcome becomes part of the next run.
VERIFIED OUTCOME01
→ Knowledge intake
Gather existing code and documents.
02
→ Ground Truth model
Create a validated business knowledge model.
03
↑Agent fleet execution
Agents build, review, and verify.
ROOTSHIFTAI-native deliveryhuman-governed
↓ 06
← Telemetry collection
Compound insights across engagements.
05
← Quality gates
Refuse unverified work.
04
Closed loops
Execute and verify processes.
STARTING POINTInefficient software deliveryManual, error-prone, slow.
OUTCOMEEfficient software deliveryAutomated, accurate, fast.
↳ Every engagement improves the knowledge, workflows, and judgment behind the next.06 → 01 · THE LOOP CLOSES
WHEN THE MODEL IS WRONGA contradiction is a defect.
A contradiction is a defect.
Give it an owner.
Gaps become open decisions. Changed sources trigger revalidation. Dependent work waits for a human to settle what is true.
GAP → OWNER → DECISION → RECORDED
05 / THE RECORDEVIDENCE BEFORE CONFIDENCE
The boast.
The record attached.
Autonomy is earned on the record.
Every outcome changes what runs next.
RUNNING TOTALS
↗
Across engagements · Updated daily from live telemetry data
1,288Capabilities delivered+120 in the last 3 days
4,884Runs recorded+456 in the last 3 days
420Findings held+39 in the last 3 days
392Human decisions queued+37 in the last 3 days
↗ Measure every delivered outcome.
↗ Forecast from delivered history.
↗ Earn autonomy. Revoke it when evidence changes.
06 / THE WEEKENDAN ILLUSTRATED SCENARIO
The work continues.
Judgment stays human.
An operator sets the objectives.
The system works within the boundaries.
FRIDAY / 18:00
Intent set.
Objectives recorded.
Approved work released.
SATURDAY / 02:14
Agents at work.
Fresh contexts. Traced PRs.
Independent reviews.
SUNDAY / 11:38
A gate holds.
A defect blocks a merge.
An open decision blocks a build.
MONDAY / 09:00
The record is ready.
Verified work delivered.
Two calls need a human.
A SYSTEM THAT KNOWS WHEN TO STOP.
Delivery leaves the screen,
and trust leaves the meeting.
07 / THE CONSTITUTIONTHE RULES HOLD THE SYSTEM TOGETHER
Principles.
Enforced.
- Ground Truth precedes execution.
- Every artifact has an owner, status, and source.
- Approval is an independent judgment.
- Each builder starts with a fresh context.
- No agent judges its own work.
- Every change traces back to a specification.
- Contradictions become owned decisions.
- Verification gates every merge.
- Every outcome enters the record.
- Autonomy is earned, and can be revoked.
08 / READGO DEEPER INTO THE METHOD
THE FOUNDATIONAL ESSAYWhy AI-native delivery
Why AI-native delivery
needs a shared Ground Truth.
Agile solved a problem that no longer exists. A real takeover, six weeks in, shows where the discipline goes when building gets cheap and knowing what to build does not.
READ THE ESSAY · 13 MIN ↗09 / TALKBRING A REAL PROBLEM
See what your
knowledge
could become.
Regulated industries, fast-moving startups, companies scaling up. If you want to see a real Ground Truth on a real engagement, ask.
START A CONVERSATION
Rootshift is delivered by Rootstrap. Tell the team what you are building and where things get complicated; a principal engineer follows up.
Start a conversation ↗OPENS ROOTSTRAP.COM/CONTACT · INFO@ROOTSTRAP.COM