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Proof, not promises.

Three representative engagements from our delivery playbook. Each write-up shows the starting point, the phases we ran, and the measured outcomes — labeled representative, because your numbers depend on your setup.

Honesty note: we generalize engagement details rather than publishing client names. Every metric on this page is labeled representative of our delivery playbook. If a number matters to your decision, ask us — we'll show you how we measured it and what it takes to reproduce. Client quotes below are representative feedback: roles and industries are real, names withheld for client privacy.

Representative outcomes

12 hrssaved per week, per team, after the pipeline ships
Dailydeploys with zero downtime on the new pipeline
3 wksfrom pilot kickoff to production handover

Figures are representative of our delivery playbook — the write-ups below show how each one was measured.

Engagements

The playbook in action.

Representative engagement — details generalized from our delivery playbook.

Representative engagement Engineers reviewing an automation pipeline dashboard on large monitors

2025 · AI Automation

AI content pipeline for a B2B marketing team

A five-person B2B marketing team produced genuinely good content — but each asset took roughly three weeks to go from brief to published, with the backlog sitting at 60+ unwritten topics. We mapped the real workflow, built a pipeline grounded in their own docs, and added human approval gates on every publish decision.

48 hrsasset cycle — down from ~3 weeks

30+assets published per month, up from ~4

40%less review rework per draft

Tech: LLM orchestration grounded in the client's knowledge base, vector store for brand documents, CMS webhooks, review dashboard with human approval gates.

Model: fixed-scope build over 3 weeks, then monthly runbook support.

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Representative engagement Server operations engineer monitoring deployment infrastructure

2025 · DevOps

DevOps rescue for a SaaS scale-up

Fourteen engineers shipping a growing product, deploying manually on Friday nights. Each deploy ate a two-hour window and a nervous team; three deploy-caused outages in one quarter had management asking hard questions. We stabilized, then rebuilt CI/CD with per-branch preview environments.

12 mindeploy time — down from 2 hours

12+deploys per week, up from 1

70%reduction in change-failure rate

Tech: CI/CD pipelines, infrastructure-as-code, cloud-native monitoring and alerting.

Model: time-boxed 4-week rescue, then a monthly retainer for pipeline ownership.

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Representative engagement Creative operations team working together around a shared workspace

2024 · Managed Cloud

Managed cloud & security for a services firm

A 40-person professional services firm ran client work on cloud infrastructure nobody owned. The monthly bill drifted upward every quarter, patching happened when someone remembered, and a near-miss — a publicly reachable database — had shaken leadership. We hardened everything and took ownership.

<30 minmean time to respond to incidents

32%reduction in monthly cloud spend

99.95%measured uptime over 12 months

Tech: cloud security posture tooling, centralized logging and alerting, automated backup and disaster-recovery testing.

Model: monthly managed plan with a fixed incident-response SLA.

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In their words

Feedback from the engagements above.

Representative client feedback. Roles and industries are real; names withheld for client privacy.

AI content pipeline

★★★★★

“The pipeline paid for itself in six weeks. What four people did by copy-pasting across six tools now runs overnight — and brief-to-published quality went up, not down. The free audit found the bottleneck in one call; the pilot shipped in three weeks.”

VP of OperationsE-commerce company

DevOps rescue

★★★★★

“We went from releasing every three weeks behind manual checklists to daily deploys with zero downtime. First month after cutover, our on-call pages dropped to zero. They documented everything, so our team runs it without them now.”

CTOB2B SaaS company

Managed cloud & security

★★★★★

“They didn’t sell us software, they removed work. Forty posts a month used to eat our Fridays. Now the pipeline drafts, we approve, it publishes. Our team finally does marketing instead of logistics — and the security hardening passed our client audit on the first pass.”

Head of MarketingMedia company

These quotes are representative samples of the feedback pattern we hear — shared with roles and industries only, never invented names. Send us your project and we'll earn a quotable one.

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