WYM-ACC-sahay · Engineering Cost & TCO · formerly TCO Intelligence Platform
Sahay
sahay - support, help that carries weight
Connect architecture decisions to what they actually cost to run.
Sahay is the spend-less half of the engineering portfolio. Where Nirmiti helps a team build a system quickly and consistently, Sahay works on what that system costs to run: connecting code architecture to cloud infrastructure cost, surfacing third-party SaaS and API dependency spend, quantifying the maintenance cost of legacy monoliths, and finding duplicated implementations worth consolidating. It makes total cost of ownership a number an engineering team can act on.
Attributed
cost mapped to architecture, not accounts
Per dependency
SaaS and API spend against usage
Problem
Cloud, SaaS, and maintenance spend is reported by vendor and account, never by the architectural decision that caused it, so cost conversations never reach the code.
Outcome
Total cost of ownership attributed back to architecture, dependencies, and technical debt, where it can actually be changed.
How it works
01
Connect the spend
Cloud, SaaS, and tooling cost is pulled in alongside the repositories and services that generate it.
02
Attribute it
Spend is mapped to services, dependencies, and architectural decisions rather than to billing accounts.
03
Find the waste
Duplication, unused dependencies, and disproportionate maintenance cost are surfaced with evidence.
04
Model the change
Modernization and consolidation options are projected against the cost they would remove.
Bill of materials
This pack composes catalog agents. Same IDs as the rest of the catalog.
Pack Architecture & Agent Composition Graph
10 Composed Agents- AGT-0100
Close Acceleration Agent
Finance
- AGT-0101
AP Invoice Processing Agent
Finance
- AGT-0102
AR Collections Agent
Finance
- AGT-0222
Incident Triage Agent
IT Operations
- AGT-0223
Root Cause Analysis Agent
IT Operations
- AGT-0224
Change Risk Assessment Agent
IT Operations
- AGT-0237
CI/CD Build Failure Diagnosis Agent
Software Engineering
- AGT-0250
Code Completion Agent
Software Engineering
Systems · SAP S/4HANA · Workday · Oracle NetSuite · Snowflake · SAP MCP · Dun and Bradstreet API · ServiceNow ITSM · Datadog
Modules
Architecture-to-Cost Mapping
Cloud infrastructure spend traced back to the services and decisions that drive it.
Dependency Spend
Third-party SaaS and API dependency cost surfaced against actual usage.
Technical Debt Economics
Legacy monolith maintenance cost quantified so modernization is argued on numbers.
Duplication Detection
Repeated implementations found and consolidated into shared, maintained utilities.
Use cases
Cloud Native Microservices Architecture Total Cost of Ownership Optimization
A high growth fintech enterprise operating 120 Kubernetes microservices across multiple AWS and Google Cloud regions, processing 80 million daily financial API calls.
Legacy Code Refactoring & Technical Debt Remediation Acceleration
A 15 year old enterprise logistics software company with a large monolithic codebase consisting of 2 million lines of legacy Java and JavaScript code.
Third Party SaaS & Cloud API Dependency Spend Optimization
An omnichannel retail platform integrating over 60 third party SaaS tools, payment gateways, geocoding APIs, SMS aggregators, and authentication services.
Optimizing Cloud Commitment Coverage Against Real Workload Shape
An engineering organization holds reserved instance and savings plan commitments purchased two years ago against a workload that has since changed substantially.
Attributing Build and Test Pipeline Compute Cost to Its Source
A platform team's CI compute spend has tripled in eighteen months with no corresponding change in headcount or release frequency.
Composable Architecture · Pairs well with
Accelerators that share systems of record, exchange real-time triggers, and compose with Sahay.