The standard B2B SaaS ops stack typically costs $180K–$400K/yr at mid-stage — and 70–85% of that is wrapper margin over commodity primitives (AWS SES, Anthropic, ClickHouse, Postgres). We rebuild all four on direct billing in one bundled engagement. One project. One contract. One ship date.
At $200M+ ARR (200 eng / 75 support / 200K contacts / 2M MAU), Y1 net reclaim crosses $320K.
Tick the SaaS lines you pay for. The number below updates with the indicative wrapper-margin reclaimable in one bundle engagement. Indicative — your specific numbers come out of the Stack Review.
Each tool in the standard B2B SaaS ops stack wraps a commodity primitive. HubSpot on AWS SES + Postgres. Intercom on a chat engine + LLM. Sentry on ClickHouse (Sentry IS open source). Mixpanel on event-storage primitives. We have dedicated rebuild pages for each — the numbers are deeper there.
Wraps AWS SES + Postgres + workflow engine + landing pages. Per-contact pricing scales aggressively past 50K marketing contacts.
Wraps chat engine + customer DB + GPT-4 / Claude. Per-seat + per-resolution pricing scales independently.
Sentry IS open source. sentry.io charges to host the same code base. Self-host on your AWS at every event volume.
Wraps ClickHouse + dashboarding. PostHog is the MIT-licensed open-source alternative with feature parity.
Bundled engagement amortises rebuild costs across 4 tools — net Y1 reclaim is greater than the sum of separate rebuilds. See the bundle math below.
Three reasons the bundle costs ~70% of four separate rebuilds, ships in ~50% of the calendar time, and produces a more cohesive operational result.
Many teams start with one rebuild (typically Sentry, since the math is sharpest) and add modules later. That works — bundle pricing applies if you commit to the full set within 6 months.
Marketing, Support, Observability, Analytics — sharing your AWS account, your Postgres, your auth layer. Cross-module data flows natively, no Segment/Hightouch integration overhead.
Three indicative B2B SaaS profiles based on the wrapper-margin patterns above and public SaaS rate cards. Click a tile to see the bundle math. Your specific numbers come out of the free Stack Review.
Figures derived from each tool's published rate card and typical B2B SaaS profiles. Illustrative, not promises. The free Stack Review produces numbers specific to your stack.
One contract, one ship date, one team running the engagement. Bundle pricing assumes all four modules ship together; à-la-carte pricing per tool is on each individual rebuild page.
24-hour quote turnaround · NDA on request
Why this number works: AI-paired senior engineers raise the floor on quality + consistency · 250+ products shipped · direct vendor billing — you keep the wrapper margin. → The full method
From $68,000 fixed for the full bundle. 10–12 weeks end-to-end. 90-day warranty. One unified ops stack replacing four vendors. Code in your GitHub. AWS + Anthropic + ClickHouse + Postgres in your accounts. No deck-pitch — send your 4 tools' tier + scale, we send a bundle quote in 24 hours.
15+ years · ISO 9001:2015 · 250+ shipped · MSA · SOW · DPA ready · refundable against any larger Upstream engagement.