CPG · Claude-Native Systems Integrator
Built for CPG brands that outgrew spreadsheets.
Two-week discovery, six weeks to first skill in production. We sit on top of your Shopify, ERP, and retailers, automate the work that runs your ops week, and ship a versioned platform your team keeps using.
REVENUE · INVENTORY · PRICING · PROMOTIONS · DEDUCTIONS · REPORTING
REVENUE · INVENTORY · PRICING · PROMOTIONS · DEDUCTIONS · REPORTING
We’re an engineering firm.
Most CPG brands run their operations the same way: a Monday morning report someone pulls together by hand, a restock decision made in a spreadsheet, a markdown approved over Slack and re-entered into Shopify, a deduction file from a retailer nobody has time to reconcile. We deploy on top of your stack, automate the work, and leave you with a platform your team uses every day after we’re done.
01 / CPG Agents
Six primitives that cover everything
your ops team runs manually today.
Skills.
01Pre-built operations your team runs from day one — revenue snapshots, restock plans, deduction recovery, weekly recaps. The prompts panel ships full.
Routines.
02Scheduled automation that runs without anyone asking. Daily inventory check at 6am. Recap to Slack every Monday. Monthly close report on the first.
Approval workflows.
03Multi-step decisions with a human at each gate. Markdowns, POs, promo launches. The right person gets pinged; nothing executes until they approve.
Write-back.
04Decisions push back to the source. Approve a markdown — Shopify updates. Validate a chargeback — Vendor Central files the dispute. Mark a deduction won — QuickBooks Online posts the credit memo.
Domain agents.
05Specialists built for CPG, not general purpose. Pricing, Inventory, Merchandising, Marketing, Customer Success, Finance. Each one knows its corner of your business.
Artifacts.
06Reports, briefs, and plans saved to your workspace. Shareable, versioned, exportable. The output of every run lives somewhere your team can find it.
02 / Built on Claude
The reasoning layer is Claude. We’re a Claude-native engineering firm and build on the Anthropic stack because it’s reliable enough to hand real operations decisions to and trust the answer. We pick the model layer; you pick what you want done.
Claude — Anthropic’s enterprise model
03 / Connected to your stack
The platform talks to the systems
your team already uses.
DTC
Shopify 
WooCommerce Accounting
QuickBooks Online Marketplaces
Amazon Vendor Central Amazon Seller Central Comms
Gmail 
Slack Coming next
Each integration is a read connection and a write connection. Approve a markdown — the price updates in Shopify. Validate a chargeback — the dispute files through Vendor Central. Mark a deduction won — the credit memo posts to QuickBooks Online.
04 / What you keep
The platform runs in your environment.
You own the deployment, the data,
and everything we build.
Skills.
Operations the platform already knows how to do. Revenue snapshot, low-stock check, top sellers, restock plan, deduction reconciliation, weekly recap. Out of the box, your prompts panel is full.
Routines.
Things that run on a schedule. Daily inventory check at 6am. Weekly recap to Slack on Monday. Monthly close report on the first.
Workflows.
Multi-step processes with approvals. Markdowns, POs, promo launches. The right person gets pinged at the right step.
Agents.
The platform's specialists. Pricing, Inventory, Merchandising, Marketing, Customer Success, Finance. Each one knows its corner of your business.
Artifacts.
Reports, briefs, plans. Saved to your workspace. Shareable, versioned, exportable.
05 / Run your brand from a chat window.
Run your brand from a chat window.
Your team stops needing to remember where data lives or which tab to open. They ask in plain English. The platform pulls from Shopify, your ERP, your retailer portals, and your analytics, and gives them the answer.
If a decision needs a human, the right person gets pinged.
The dashboards still exist. Your team just stops needing to live in them.
06 / The engagement
Two weeks to know what to build first.
Six weeks to first skill in production.
Then we stay on through launch.
The deliverable is a running platform. Your team ends the engagement logged into a system built for your business, with the integrations wired into your stack and the first set of skills already shipped. Everything we build belongs to you in a versioned repo your team keeps extending.
The two-week discovery sprint kicks every engagement off: workflow audit, stakeholder interviews, prioritized roadmap. No retainer. We tell you what’s worth building first.
Engineering leader looking for codebase modernization, agentic systems, or Claude Code rollouts? → see services
07 / Approach
How we work.
We use Claude for the reasoning, our own engineering team for the deployment, and your existing stack as the foundation. Evals before the agent goes live. Outputs, latency, cost, and failure modes are defined up front and watched in production.
Everything lives in your GitHub and your Linear. You get a shared Slack with the engineers doing the work, not an account manager.
“The gap between something that works in a demo and something that survives in production is much wider than it looks. That’s the gap TermSignal is built for.”
Isidro Hernandez, founder
TikTok · SAP · Zapier · Disney ABC
links: [ "linkedin", "press", "medium" ]
Two-week discovery sprint. First skill in production within six weeks.
We audit the work your team runs manually today, map it to the platform, and ship the first one in production within six weeks.
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