Rootshift. Let’s talk ↗︎
✳ 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.

Derive ↘︎Read how a story ships ↗︎
KNOWLEDGE → GROUND TRUTHSYNTHETIC ENGAGEMENT /
01 / THE PILEUNSTRUCTURED
▤ Product strategy.pdf DECK

“A workspace for every team.
Self-serve from day one.”

# #product-decisions CHAT

Product lead 14:32
Guests should be able to export reports.

Guests can 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 ↗︎
owner: product-lead sources: 3
! OPEN DECISION OD-001

Who can export a report?

Two sources disagree. A human decides.

owner: product-lead awaiting judgment ↗︎
↳ Pile in. Model out. Contradictions become open decisions. Nothing ships until a person approves.HUMAN APPROVAL REQUIRED ◇

Watch · 60 seconds

From everything you have to software your agents ship.

This is the whole path, from your files to shipped software.

ROOTSHIFT · IN 60 SECONDSROOTSHIFT · 60 S
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.

01 / CLARITY

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 ↗︎
02 / EXECUTION

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 ↗︎
03 / COMPOUNDING

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.
WHERE THE BOTTLENECK SITSTWO ORDERS OF OPERATIONS
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.

Scrum→Model iterations on Rootshift
Workshops→Knowledge intake
Backlog→Ground Truth
Tickets→Capabilities
Estimations→Data-backed simulations
Story points→Delivered history
Sprints→Delivery loops
QA→Evals and gates
Velocity→The record
Documentation→Owned, versioned artifacts
↳

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 LOOP
HUMANSSet 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

↵ TELEMETRYEvery run. Every finding. Every decision.FEEDBACK, RECORDED.
01

Ground Truth

Execution starts from a validated, versioned model.

02

Fleet

Every builder starts fresh. Every reviewer is independent.

03

Loops

A change closes when its evidence and outcome are recorded.

04

Gates

Unapproved knowledge cannot authorize a build.

05

Telemetry

Every claim about delivery has a record behind it.

06

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.

◇ Ground Truth ExplorerSYNTHETIC FIXTURE read-only
03 Capability Specs / workspace-reporting.md

Workspace reporting

draft
LAST VALIDATED: PENDING HUMAN REVIEW
OWNERproduct-lead
CONFIDENCEmedium
SOURCES3 linked artifacts ↗︎

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.

↗︎
EVERY ARTIFACT CARRIES ITS EVIDENCE.OWNER · STATUS · CONFIDENCE · SOURCES

A synthetic engagement.
Every real one has this shape.

draft→in-review→approved↴needs-revalidation
↳

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 OPERATOR
02 / EXECUTION ↓

Build from
the model.

A fresh-context builder opens a pull request with a trace back to the specification.

BUILDER AGENT
03 / VERIFICATION ↓

Let another
mind check.

Independent reviewers inspect the change. Evals and QA supply evidence for the merge gate.

INDEPENDENT REVIEW
04 / CLOSURE ↵

Ship with
the record.

The gated change merges. Ground Truth is updated. The outcome becomes part of the next run.

VERIFIED OUTCOME
THE DELIVERY LOOPSIX STAGES / HUMAN-GOVERNED
01

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 WRONG

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.

Every run enters the record.
Every outcome changes what runs next.

RUNNING TOTALS

↗︎

Across engagements · Updated daily from live telemetry data

2,470Capabilities delivered+117 in the last 3 days
9,375Runs recorded+491 in the last 3 days
808Findings held+44 in the last 3 days
760Human decisions queued+40 in the last 3 days

↗︎ Measure every delivered outcome.

↗︎ Forecast from delivered history.

↗︎ Compare every version on the record.

06 / THE HUMAN LOOPONE CYCLE, END TO END

The work continues.
Judgment stays human.

An operator sets the objectives.
The system works within the boundaries.

01 / INTENT

Knowledge gathered.
Ground Truth updated.

Sources read. Decisions recorded.
Approved work released.

OBJECTIVES SET BY THE OPERATOR
02 / EXECUTION

Agentic loops at work.

Fresh contexts. Traced PRs.
Independent reviews.

VERIFICATION RUNNING
03 / VERIFICATION

A gate holds.

A defect blocks a merge.
An open decision blocks a build.

HUMAN DECISION QUEUED
04 / CLOSURE

The record is ready.

Verified work delivered.
Two calls need a human.

READY FOR JUDGMENT
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.

  1. Software is downstream of truth.
  2. The capability is the unit of value, and the unit of measurement that makes every project comparable.
  3. A fleet ships the work.
  4. We measure; we do not guess.
  5. Every run is telemetry, and telemetry compounds.
  6. Bias to action: we build before we’re sure.
  7. The model heals itself.
  8. Nothing is anonymous.
  9. The human is the point; the machine is the multiplier.
  10. It belongs to no one and travels everywhere.
08 / READGO DEEPER INTO THE METHOD
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 ↗︎