Map a 90-day path
Framer · Weaver · Tracer

Give every AI app a control record.

Framer scopes. Weaver ships. Tracer controls. Value stays visible.

Scope with Framer Ship with Weaver Run in Tracer
Map a 90-day path See the operating model
Framer

Set the pattern.

Framer turns loose requests, scripts, and vendor features into approved app patterns with outcome, owner, systems, controls, proof, value model, and risk.

Weaver

Bind the threads.

Weaver binds the release across teams, systems, approvals, support paths, and dependencies so delivery moves with a versioned operating record.

Tracer

Control production. Prove value.

Tracer connects production control to evidence and value, preserving ownership, support, policy state, run history, risk, and measurable business proof after launch.

Scope with Framer. Ship with Weaver. Run in Tracer.

Own the app. Prove the release.

Framer captures intent. Weaver records the release. Tracer keeps value, provenance, ownership, support, and risk in one record.

changefabric.ai/trace/runs/r-8f3a91 Live
Weaver run · logged in Tracer 12 seconds ago
pr-automation Engineering
changefabric / pr #429 · 47s
CFO view
$95
Time recovered
38 min
Tier
Quality
MTD recovered
$22.4k
CTO view
Pass
Audit hash
8f3a91…ec2
Approval path
Content review
Verification
Tests 42/42
Scope with Framer

Turn AI requests into approved app patterns.

Framer turns scattered prompts, vendor features, scripts, and workflow requests into approved app patterns with outcome, owner, systems, controls, proof, value model, and risk.

changefabric.ai/frame/weave/wf-payment-fraud-review Live
Security Verify · running
01 trigger Trigger run.id r-c4d2f0 done
02 skill Pull context context bundle done
03 skill Security review OWASP scan · CVE list · IAM impact done
04 verify Verify tests + replay hash running
05 gate Policy gate pass · fail · approver request queued
06 publish Publish workflow record · support path queued
Weaver release walkthrough

See how one workflow becomes a controlled release.

One workflow. Six steps. One release pattern. The examples rotate, but the record stays the same. The counter shows value saved on the run.

Ticket arrives Saved this run $0
Run context architecture-standardization
Standard service boundary + API contract
Systems auth, billing, events, reporting
Decision reuse platform pattern
Evidence ADR + owner + rollback path
Run context release-handoff
Standard release checklist
Systems git, CI, security scan
Decision ship behind reviewed change
Evidence PR, tests, handoff note
Run context security-review
Standard security gate
Systems admin scope, IAM, deps
Decision security review required
Evidence findings + approval hash
Run context brand-voice-correction
Standard market voice guide
Systems docs, style checks, review
Decision publish after human edit
Evidence diff, score, reviewer
Run context capacity-forecast
Standard capacity planning model
Systems pipeline, utilization, staffing
Decision defer hire, reallocate ramp
Evidence forecast + COO sign-off
  1. 1
    Architecture request captured

    Customer portal workflow · touches auth, billing, events, and reporting.

  2. 2
    Context assembled

    ADRs → service map → API contracts → data boundaries → runbooks.

  3. 3
    Standards compared

    Tenancy, naming, observability, auth, and event contracts checked against baseline.

  4. 4
    Blueprint standardized

    One service boundary · REST facade · event handoff · owner map · rollback path.

  5. 5
    Architecture owner signs

    Exception list approved · ADR linked · evidence hash a91c4e...

  6. 6
    Control record updated in Tracer

    Weaver release ready · architecture record updated · $260 saved.

  1. 1
    Ticket arrives

    PROJ-1248 · Ship password-reset feature.

  2. 2
    Framer drafts the plan

    Pulling ticket → drafting spec → identifying affected services → generating test plan.

  3. 3
    Branch + commit + tests

    $ git push origin auth/password-reset · 47/47 tests passing

  4. 4
    PR opens

    pr #1247 opened · 2 files · 184 lines · auto-summary attached

  5. 5
    Security review attached

    Auth review: clean. Snyk triage: no new CVEs.

  6. 6
    Handoff + value logged

    #eng-shipped: $187 saved, workflow record written to Tracer.

  1. 1
    Merge request hits the gate

    svc-billing · merge to main · touches /admin scope.

  2. 2
    Framer runs the review

    Pulling diff → OWASP scan → secret-scan → dependency CVEs → IAM impact.

  3. 3
    Findings + tier assigned

    0 high · 2 medium · 4 low · tier: Risk avoidance · fully-loaded value $340

  4. 4
    Policy gate fires

    admin-scope change → security gate required · paused awaiting security approval

  5. 5
    Approver signs

    security approval → approved with note · evidence hash c4d2f0…811

  6. 6
    Compliance evidence written

    SOC 2 ledger updated · 6 gates re-verified · $340 saved, board-ready.

  1. 1
    Draft submitted for review

    trace-launch.md · 1,420 words · marketing draft.

  2. 2
    Framer reads the brand voice

    Pulling style guide → banned-word grep → tone analysis → length check.

  3. 3
    Edits proposed

    12 corrections · 3 banned-word swaps · 2 sentence-fragment fixes

  4. 4
    Human approves with one tweak

    content review accepts 11/12 · keeps "ramp" instead of "scale"

  5. 5
    Document published

    trace-launch.md → docs site · brand-voice gate: pass

  6. 6
    Logged to Tracer

    Tier: Routine · $48 saved · workflow record written.

  1. 1
    Forecast cycle triggered

    Q3 capacity forecast · 12 active workflows · 30 day horizon.

  2. 2
    Framer pulls the signals

    Workflow health → utilization → pipeline weighted → hiring lag → known leaves.

  3. 3
    Drift detected

    Engineering capacity gap ↑ 6% week-over-week · likely Q3 over-capacity by 2.3 FTE.

  4. 4
    Recommendations drafted

    Defer Eng-2 hire · reallocate to Tracer capability ramp · attribute $42k saved.

  5. 5
    COO reviews + signs

    leadership review → accepted with adjustment · evidence hash 5e2b77…

  6. 6
    Forecast posted to leadership

    Tracer dashboard updated · $220 saved on this run · tier: Risk avoidance.

or scroll Auto-cycling workflows every ~12s
Ship with Weaver

Ship AI apps without losing the release record.

You do not have to pause AI adoption to control it. Weaver turns approved patterns into working apps using ChangeFabric, your team, Cursor, Claude, ChatGPT, n8n, internal scripts, or a custom agent platform. Checks, release evidence, and support handoff are built in.

changefabric.ai/weave/library/capability Live
84 capabilities · 10 domains · ramp independently
Starter Standard Senior
Engineering Lifecycle
20 Senior
Docs & Brand
11 Standard
Ops & Media
10 Standard
Platform / Meta
9 Standard
Workflows
8 Standard
Security
7 Starter
Thinking
6 Starter
Design
5 Starter
Research
4 Starter
DevOps
4 Starter
Each meter is its own dial. Add Weaver capabilities in a domain → ramp that domain. Tier marks at 33% / 66% / 100% of headroom.
Attributed value

Know what AI is actually returning.

Every app carries math tied to Tracer: time saved times role rate, minus build and token cost.

TierTime savedInternal rateExamples
Routine15–45 min$150Status reports, grant packets, intake routing
Quality30–90 min$150Test generation, quality checks, API review
Risk avoidance60–180 min$150Security review, change control, compliance evidence

200 managed workflow runs per month × 45 minutes saved each = 150 hours of capacity recovered = $22,500/mo at $150/hour.

What five Weaver capabilities can return.

Add five Weaver capabilities at Quality tier. 200 runs per month each × 30 minutes saved × $150 per hour = $7,500 per month per capability. Five capabilities return $37,500 per month, tied to the production control records Tracer manages.

"But doesn't AI make math and code errors?"

Yes. That is why ChangeFabric does not blindly trust model output. Runs can require verification, tests, type checks, deterministic math, policy gates, and named human approval before production.

Run in Tracer

Control production. Prove value.

Tracer keeps ownership, support, security posture, value, and lifecycle health attached to every production app.

changefabric.ai/trace/governance/signals Live
Watching · 312 runs/hr · 47 policy gates · 12 connectors
47/47
Gates green
312
Runs / hr
2
Open tickets
8.4k
Replayable
Recent governance signals
Policy halt · agent attempted deprecated /admin/users at 14:32 UTC, change ticket #C-1142 opened, security on-call paged
Named ownership
Every workflow has an accountable owner and support path.
Change control
Reviewed, approved, logged, and ready to explain.
Evidence & replay
Every run stays inspectable when questions come up.
Security signals
Suspicious calls halted, ticketed, and surfaced.
Support & escalations
A clear route for the work the gates catch.
Value tracking
Capacity, cost, and risk reduction tied back to the workflow.
Integrations

Your tools can come with you.

Bring OAuth, API keys, MCP, and adapters for the AI tools your teams already use. Weaver keeps release paths flexible and evidence intact.

changefabric.ai/trace/connectors/health Live
30+ integrations · last sync per source
HubSpot
just now
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Close
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Productive
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Monday
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Jira
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Linear
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GitHub
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GitLab
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Shortcut
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Slack
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MS Teams
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Discord
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Notion
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Confluence
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Google Docs
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QuickBooks
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Xero
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Stripe
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BambooHR
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Harvest
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Toggl
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Claude MCP
just now
OpenAI
just now

Accepting 20 design partners.

Show us where AI is already doing real work. Within three business days, you get a 90-day path for the first workflow:

Scope with Framer
Scopes what is worth building before anyone starts.
Ship with Weaver
Ships the app with release checks already attached.
Run in Tracer
Keeps ownership, risk, evidence, and value visible in production.

Scope and pricing discussed with a human, not a quote engine.

Map a 90-day path See deployment paths
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