01
Run paid campaigns across Meta, Google, TikTok with policy-gated writes
Budget pacing, bid strategy switches, audience writes, search-term mining — Magistry orchestrates each platform inside your rules and rate limits.
Autonomous commerceruns on Magistry.
// powering the next wave of dtc
Trusted by operators shipping every day.
Reef & RangeNORTHWOODLinen HouseSOLACEHatley + CoMODULARStoke GoodsBREVARDEmber & Co.OKAY WILDDrumrollPLAINFIELDReef & RangeNORTHWOODLinen HouseSOLACEHatley + CoMODULARStoke GoodsBREVARDEmber & Co.OKAY WILDDrumrollPLAINFIELD
// capability
What Magistry can do for your business.
Seven jobs your team runs every week — Magistry runs them in the background, in your stack, with the rails on.
02
Draft Shopify catalog updates with margin-aware tier gates
Underperformers archived, winners published, prices adjusted — every SKU lives in exactly one lifecycle state with a reversible decision row attached.
03
Reply to customer service inbound end-to-end — refund, replace, escalate
Policy-grounded drafts, brand-voice embeddings, expected-value gates. Magistry takes the conversation as far as your trust allows, then hands off cleanly.
04
Sync live customer segments to Klaviyo, Meta, and Google
Refunder cohorts, complaint clusters, high-LTV repeaters — segments rebuild themselves nightly and write to your activation platforms with audit rows.
05
Catch creative fatigue and brief winning creatives the moment it shows
Magistry watches ROAS curves per ad-group and triggers RSA + image briefs the second decay starts — never the day after the budget bleeds.
06
Schedule decision digests for leadership and operators
Daily, weekly, or live — pick what reaches whom. Every digest links straight into the decision_log row that prompted it.
07
Forecast clearance and pricing windows per SKU
Tier-A confidence intervals on margin, sell-through, and refund risk — published to your storefront only when the cost data is verified.
// customers
Don't take our word for it.
Operators using Magistry to make every decision faster, evidence-backed, and reversible.
“AI is only as smart as the data it sees. Magistry has the full context of our store — orders, refund history, margin tiers — so its decisions actually map to ours.”
Maya Chen
Head of Ecommerce
Linen House
“If you're not running an autonomous control plane in 2026, you're paying three salaries to do what one row in a decision_log can do.”
Tomas Olsen
CEO
Reef & Range
“Magistry doesn't just recommend. It acts, in our accounts, inside our rules. That's the difference between a chatbot and a teammate.”
Jenna Park
Director of Growth
NORTHWOOD
“The decision_log is the killer feature. Every move is a row we can audit and reverse. My CFO sleeps better.”
Jacob Dorian
Head of Paid Media
SOLACE
“Our CS load dropped 40% the week we turned on the CS Agent. The remaining 60% is the work humans should actually be doing.”
Ben Diamond
COO
Stoke Goods
“We tried five workflow tools before Magistry. It's the only one we trust to write — and the rollback button is the reason.”
Sara Khan
VP Operations
Ember & Co.
“You don't scale a brand by stacking headcount. You scale it by giving the rails to a teammate that never sleeps and always logs.”
Victor Velazquez
Founder
MODULAR
“Magistry's Campaign Agent unlocked a 213% lift in new-customer acquisition in our first quarter. The numbers do the talking now.”
Alex Stark
CMO
OKAY WILD
“Otto answers my CFO's questions before they hit Slack. That's what 'AI for ecommerce' was supposed to mean from day one.”
Emma Liu
Head of Retention
BREVARD
// the product
Meet Magistry.
Your autonomous operator, built specifically for ecommerce. It already knows your store, your margins, your brand voice — and now it does the work for you.
- Reads your config, your orders, and your decisions
- Runs a planner-judge-executor loop per agent
- Writes to live external systems with reversible rows
- Stays inside your kill switch, rate limits, and tier gates
/control-plane · live
3 agents online- Catalog AgentPRICE_CHANGE · linen blazer · +€4
- Campaign AgentADJUST_BUDGET · EU/Linen/PMax · +12%
- CS AgentISSUE_REPLACEMENT · order #38241
Otto// in-app
Catalog drafted 12 SKUs overnight. ROAS floor breach. Ready to review.
// difference
How is Magistry different from a chatbot?
Most “AI for ecommerce” stops at suggestions and dashboards. Magistry is a teammate for everyday work — with the rails, evidence, and context to take action.
01
It does the work, not just the talking
Magistry writes to Shopify, Google Ads, Meta, TikTok, and your inbox — directly. Not a chat wrapper. Not a CSV exporter. Every action lands in the system that runs your store.
PRICE_CHANGE · linen blazer · –€6 · tier-A · applied
02
It carries the full context of your store
Before every move, Magistry reads your config, your decisions, your evidence, and your guardrails. It picks up exactly where last night's run left off — no warm-up, no re-prompting.
context: 84,193 decisions · 12 stores · 8h since last run
03
It turns any decision into an automation
Approve a decision row once, and Magistry runs the same pattern — audited, gated, reversible — on a schedule. No glue code, no Zaps, no copy-paste from a chat transcript.
automation #142 · weekly · tied to decision_log #84102
// three specialists
Purpose-built agents — ready to work.
Not a chat wrapper. Not a workflow builder. Each Magistry specialist is a planner-judge-executor loop with eight+ skills wired into your real systems.
Catalog Specialist
// Runs the lifecycle of every SKU.
Drafts underperformers, archives dead stock, runs margin-aware discounts, and publishes winners — every product in exactly one lifecycle state with a reversible row attached.
// writes to
Shopify Admin GraphQL
// actions
DRAFTARCHIVEPRICE_CHANGECLEARANCEPUBLISH
Campaign Specialist
// Operates your paid acquisition.
Eight specialist skills — bid pacing, audience writer, creative director, anomaly responder, compliance — wired into a planner-judge-executor loop per campaign and channel.
// writes to
Google Ads Meta TikTok Bing
// actions
ADJUST_BUDGETBID_STRATEGYPAUSE / RESUMENEGATIVE_TERMSAUDIENCE_WRITECREATIVE_BRIEF
CS Specialist
// Handles inbound end-to-end.
Order Detective + Policy RAG + Reply Drafter + Reply Judge. Brand-voice embeddings hold tone; language-gated send; proactive outbound on in-flight issues before the customer asks.
// writes to
IMAP / SMTP Shopify Orders Refund APIs
// actions
ISSUE_REFUNDISSUE_REPLACEMENTCHANGE_ADDRESSISSUE_GIFT_CARDREPLY_DRAFTESCALATE
// audit plane
Audit — every decision grounded in evidence you trust.
Multi-system writes, idempotent rollbacks, append-only logs, and continuously-tuned guardrails — unified in one auditable plane the operator owns.
Shift inventory state with daily action plans
Lifecycle transitions across the catalog, validated against ALLOWED_TRANSITIONS, applied in batches with reversal pre-computed.
Allocate ad spend with real-time decision evidence
Budget pacing and bid moves cited by anomaly windows, judged against policy, gated by tier-of-evidence before any euro moves.
Prevent runaway autonomy with kill switches
Default-on kill switch, per-action rate limits, advisory locks, vault-encrypted secrets, brand & trademark gates on generated copy.
Measure operator trust over time
Decision-row acceptance, dry-run-to-live ramp curves, judge agreement rates — surfaced as the metrics that tell you when to widen autonomy.
Prove every move with append-only logs
decision_log, ad_decision_log, cs_thread_evaluations — every transition is a row with reason, evidence, citation, and the reversal op pre-stored.
decision_log · row #84193
agent : campaign
action : ADJUST_BUDGET
target : campaign 'EU/Linen/PMax'
delta : +12% daily cap (€420 → €470)
reason : 14d window — CPA −18%, conv +9%
headroom verified by anomaly responder
policy mode = autonomous (above threshold)
evidence : [perf_window#9123, anomaly#771, judge_score=0.92]
applied_at : 2026-05-25T09:14:02Z
applied_by : campaign_agent.bid_pacing
reversal : ADJUST_BUDGET delta=-12% (one-click)
status : APPLIED
audit_chain : signal → plan → judge → execute → log↶ rollback availablestored forever (append-only)
// case study · solace bands
4.3×
Faster decision throughput from manual approvals to autonomous execution.
Solace Bands moved 60+ external endpoints under one auditable spine. The result: less firefighting, less context-switching, more time on the bets that matter.
4.3x
Faster decision throughput
82%
Of decisions executed without operator touch
8m
Average time from anomaly to applied action
Having Catalog, Campaign, and CS agents writing in sync means our team finally focuses on strategy. Magistry runs the execution — every move is a row I can audit, reverse, or replay.
JD
Jacob Dorian
Head of Paid Media
SOLACE
// more updates
Three more autonomous surfaces — wired in, ready to flip on.
NEW · v1.4
Social Autopilot
IG · FB · TikTok · X · LinkedIn · Pinterest. Post generation, image variation, DM responses, and an attention queue that ranks every reply by EV before it answers.
See Social AutopilotUPDATED · v1.3
Disputes & Reputation
Chargeback evidence packets assembled from the decision_log, fraud scoring at the order edge, and review-sentiment monitoring with auto-reply on signal — reversible when the dispute closes.
See dispute workflowsLIVE NOW
Researcher & Onboarder
Meta Ads Library, AliExpress trends, competitor bestsellers → frequency clusters → reverse-image supplier match → LLM copy → autopriced drafts ready for one-click publish.
“Researcher surfaces winning products before the trend hits Reels. We've onboarded 28 SKUs from zero to PDP in under 9 days.”
Marcus Lee · Founder · OKAY WILD
// plans
Pick a tier of autonomy. Upgrade when the rows match your gut.
// Free during phase 1
Operator
For one store finding its first autonomous loop
- 1 Shopify store, unlimited SKUs
- Catalog Agent — dry-run + approval mode
- Decision log, audit trail, rollback
- Email digest, anomaly alerts
- Kill switch + per-action rate limits
// For active operators
Studio
Three agents live, multi-channel paid + CS
- Catalog + Campaign + CS Agent autonomous
- Google Ads · Meta · TikTok writers
- IMAP/SMTP CS with brand-voice embeddings
- Social autopilot (IG, FB, X, TikTok)
- Otto in-app assistant
// Multi-tenant + governance
Enterprise
For agencies, multi-brand groups, and regions
- Unlimited stores + RBAC
- SSO, vault-isolated secrets per tenant
- Custom policy schemas + audit export
- Dedicated infrastructure + SLA
- Migration support + onboarding
// faq
Frequently asked questions.
Two categories — the product and the audit plane underneath it. Still unanswered? Book a 20-min call.
// magistry
About Magistry
// audit plane
About the Audit Plane
// magistry.io
Harness Claude, GPT, and Gemini for ecommerce that runs itself.
See what Magistry can do for your store. Connect Shopify in minutes. Run 24 hours in dry-run. Flip live when the decision rows match your gut.
No credit card · Setup < 10 min · Kill switch ON by default