About
About & Methodology
Who we are
Meet everyone who writes and reviews our guides on the authors page.
I am an Enterprise Architect with two decades of experience designing large-scale integration, automation and cloud platforms. At IBM and Amdocs I led architecture for telecom, financial-services and enterprise customers across North America, Europe and Asia — work that lived or died on getting the software stack right.
I studied at IIT Bombay and Carnegie Mellon University, and I still evaluate software the way I was trained to: define the requirements first, test against real workloads, and model total cost of ownership before anyone signs a contract.
optimization.systems is where I publish that analysis in the open, so operators, CTOs and finance leaders can make faster, better-informed software decisions.
What we cover
optimization.systems focuses on three areas where B2B organizations most often overspend or under-use software:
- Workflow automation & AI agents — iPaaS, RPA and agentic platforms that remove manual hand-offs.
- Work management — project, knowledge and collaboration suites that consolidate point tools.
- Cloud cost (FinOps) — visibility, allocation and optimization across AWS, Azure, GCP and SaaS.
How we evaluate software
Every product we score goes through the same five-part framework, weighted for B2B buyers:
| Criterion | Weight | What we look at |
|---|---|---|
| Capability fit | 30% | Depth of features for real reference workflows, AI capabilities, extensibility and APIs. |
| Total cost of ownership | 25% | List price modeled at 1×, 10× and 100× volume, plus implementation and run costs. |
| Governance & security | 20% | SSO/SCIM, RBAC, audit logs, data residency, certifications (SOC 2, ISO 27001). |
| Time to value | 15% | Onboarding effort, template quality, learning curve for non-engineers. |
| Ecosystem & viability | 10% | Integration breadth, partner network, roadmap and vendor stability. |
We build the same reference workflows on each platform (for example: lead routing with AI enrichment, invoice extraction to ERP, and incident triage to a ticketing system), record build time, error handling behaviour and run cost, and re-check pricing on a regular schedule. Scores are on a 1–5 scale and are revised when products change.
Editorial independence
Some links on this site are affiliate links. Commissions help fund testing, but vendors cannot pay for placement, review copy or scores, and products without affiliate programs are ranked on the same criteria. Read our full affiliate disclosure.
Corrections & contact
Found an error or an outdated price? Vendors and readers can email hello@optimization.systems. We review every correction request and note material updates in the guide's "Updated" date.