Map a 90-day path

The operating fabric for AI work

Control the AI work already running.

ChangeFabric turns AI requests, scripts, and vendor features into controlled apps. Framer scopes the work, Weaver ships it with checks, and Tracer keeps ownership, risk, and value visible.

Map a 90-day path See the model
One record per app: owner, release evidence, support path, policy state, run history, and value trail.
Operating record

See one AI workflow become accountable.

The same work object moves through Framer, Weaver, and Tracer: scope the app, release it with checks, control production, and prove value.

ChangeFabric operating record one workflow · live evidence
Set the pattern

A request becomes an approved app frame.

Framer captures the outcome, owner, systems, controls, proof, value model, and risk before anyone builds.

Owner COO
Value $18.6k/mo
Risk Medium
Operating record Framer approved
  • Outcome linked to Q3 planning gap
  • Finance method attached to frame
  • Security review marked before build
Executive question What should exist?
Owner namedSystems mappedValue model approved

AI work is already running. Most companies cannot control it.

Teams try tools. Vendors add AI. Scripts quietly start handling business work. ChangeFabric turns that activity into controlled apps the business can approve, launch, support, and measure.

Uncontrolled AI work without ChangeFabric
Uncontrolled motion 0 runs/min
workflow created · owner unknown $ 0.00
Controlled AI apps with ChangeFabric
Operating record live
controlled app · evidence attached $ 0 saved

Same AI tools. Owners, checks, support, and value in one record.

Tracer production control

Tracer keeps production AI under control.

Tracer watches apps, owners, support signals, risk, and value. Each morning it ranks what needs attention and routes the next move to the Weaver capability that can finish it.

changefabric.ai/trace/autopilot Live
Control record

4 operating moves need review

Approve, edit, or hold. Tracer keeps the evidence current.

Tune Weaver capabilities →
Capacity returned · 8w
412
From approved work
Value recovered · 8w
$82.4k
Attributed to workflows
Moves ready
4
Across active apps
Decision rate
87%
Last 30 days
Ready this morning Featuring · rec-1
  • High capacity-forecast → COO sign-off
    Saves
    ~90 min

    Q3 capacity is 6% short. Draft the recovery plan.

    Utilization variance crossed the threshold. Tracer flags the control gap, then routes a Weaver capacity plan to the COO for sign-off.

    Confidence
    91%
    from utilization variance · 8w window
  • High release-handoff → release-checklist
    Saves
    ~35 min

    svc-billing is ready to ship. Run the release checklist.

    A merge to svc-billing main triggered the release pipeline. Tests are green and static analysis passed. Weaver can publish the release record for Tracer.

    Confidence
    86%
    PR #4128 · 47/47 tests passing
  • Medium brand-voice-correction → human review
    Saves
    ~22 min

    Tracer launch drifted off voice. Fix and verify.

    Brand review found 12 corrections and one overlong sentence. Weaver can apply the edits, re-score readability, and send the evidence back to Tracer.

    Confidence
    78%
    from style guide · 12 corrections drafted
  • Medium security-review → policy gate
    Saves
    ~75 min

    CVE-2026-0331 hits 3 services. Stage the patch.

    A high-severity advisory affects three services. Weaver can stage the patch, run security review, and queue the Tracer policy gate.

    Confidence
    83%
    CVE-2026-0331 · 3 services affected
Framer · Weaver · Tracer

AI needs an operating model.

Framer scopes the work. Weaver ships it. Tracer controls production and proves value. Every handoff leaves evidence leadership can use.

The decisions that matter
Framer Should we build this? Y N
Weaver Is it safe to ship? Y N
Tracer Is it still worth running? Y N
Motion
ChangeFabric layer
What gets decided
Framer
FramerSet the pattern
Lock the outcome, owner, systems, controls, proof, value model, and risk before work starts.
Weaver
WeaverBind the threads
Release the app with checks, approvals, rollout history, and support handoff already attached.
Tracer
TracerControl production. Prove value.
Track owner, support, risk, policy state, run history, provenance, and value after launch.

Framer. Weaver. Tracer. Keep the record trusted.

Executive visibility

Board-ready answers, by role.

Finance sees value. Operations sees ownership. Technology sees lifecycle. Security sees evidence.

Ask ChangeFabric Find the workflow worth controlling first.
Ask ChangeFabric
CTO · Head of AI
AI-built scripts and workflows are moving faster than ownership, review, and support.
The question they ask
What is being built with AI, and who owns it once it matters?
Output inventoryPolicy gatesOwner mapRefusal posture
Ask what ChangeFabric would manage for a CTO
CFO · Audit Committee
AI spend is growing faster than the evidence around it.
The question they ask
What did our AI workflows cost, save, and put at risk?
ROI per workspaceCost attributionFinance-ready exportBudget alerts
Ask what ChangeFabric would manage for a CFO
COO · VP Operations
Operations teams are leaning on automations no one is formally accountable for.
The question they ask
Which AI workflows are running the business, and where do they need support?
Command centerVariance detectionRolling forecastEngagement health
Ask what ChangeFabric would manage for a COO
CISO · Risk & Compliance
AI workflows can reach sensitive systems before security has reviewed them.
The question they ask
Which output changed what, who approved it, and can we contain it?
ProvenanceSecurity signalsRefusal postureChange trail
Ask what ChangeFabric would manage for a CISO
Accountability, not promises

Prove value while work runs.

Slide the inputs. The number uses production math: time saved per managed workflow run times hourly rate, minus build and token cost.

See the full method
$269,568 /yr

Recovered capacity, attributable and board-ready.

900 hours saved/mo 2 day payback

12-month projected savings, with adoption ramp.

Adoption path · controlled rollout

Bring us one workflow worth controlling.

Show us where AI is already doing real work. We will return a 90-day path to own it, ship it, support it, and prove its value.

  • NDA available before the first call.
  • Workflow, tool, risk, and value review.
  • Scope and pricing discussed with a human, not a quote engine.
Pick one…
  • CTO / Head of AI
  • CFO / Audit Committee
  • COO / VP Operations
  • CISO / Risk & Compliance
This is where the first operating record starts.

We answer within three business days. NDA available on request.