PR Review
Review risk, tests, migration safety, and rollout notes before merge.
Build, deploy, orchestrate, and audit specialist agents across web, Slack, and developer tools. Every workflow gets policy checks, key control, executive visibility, and evidence that survives security review.
GitHub, Slack, tools
workspace rules pass
risk, tests, rollout
proof, cost, output
Review risk, tests, migration safety, and rollout notes before merge.
Generate owners, rollback paths, monitoring checks, and customer-impact notes.
Turn messy notes into impact, timeline, mitigation, follow-ups, and postmortem draft.
Connects to the models, channels, payments, and observability your team already runs
Solution paths
Choose the buyer outcome that matters first: faster delivery, security approval, company-wide AI governance, or enterprise rollout readiness.
View all solutionsEngineering leaders
Give engineers a governed review layer for pull requests, release readiness, incident briefs, and postmortems without scattering prompts across personal chat tools.
Open playbookSecurity and compliance
Give reviewers clear answers on identity, retention, model access, provider keys, evidence exports, subprocessors, and incident response before AI spreads across the company.
Open playbookAI governance
Create one governed way for teams to request AI work, approve specialist capabilities, set provider policy, and review usage across departments.
Open playbookEnterprise rollout
Package identity, data controls, dedicated deployment options, trust evidence, support readiness, and rollout analytics into one enterprise-ready adoption path.
Open playbookProduct surfaces
A premium AI product needs more than a chat screen. SwaYantra gives leaders, admins, reviewers, and teammates the inspection surfaces they need to trust AI work.
Identity, channel, model, cost, and verification evidence resolve before output ships.
Governance, identity, status, trust, billing, runtime, and hardening gates.
reviewerdesignershipperretro138 named personas with curated skill chains. Reviewer reads PRs. Designer critiques UI. Shipper checks for drift before deploy.
Web admin, Slack, Telegram, Discord, or a developer-tool connector in Claude Desktop, Cursor, and Windsurf. Same identity, same policy, everywhere.
workflow.startedseq 4242audit.exportseq 4243plan.updateseq 4244Every workflow and admin action writes a tamper-evident record. One-click verify. Downloadable for security and compliance review.
Governance by default
The four things security, finance, operations, and engineering ask before an AI tool becomes real infrastructure.
A Reviewer who reads your pull requests. A Designer who critiques your UI. A Shipper who checks for drift before deploy. Each specialist is a named persona with a curated skill chain — not a prompt your team keeps copying around.
Tamper-evident log of who asked what, when, with which model. One-click verification and exports help security, compliance, and leadership review AI work with confidence.
Use managed keys for a fast pilot or bring your own Anthropic, OpenAI, or Google keys when security wants direct provider ownership. Keep spend and access under control.
Role-based access, workspace policy, rate limits, and reasoned administrative changes give teams a clear control story before AI becomes production infrastructure.
Business case
Start with conservative PR review acceleration, then decide how much governance, audit readiness, and incident response upside belongs in your buyer case.
ROI calculator
Tune the PR review model and see gross value, platform cost, and net monthly impact update instantly.
Review and delivery team
Fully loaded hourly rate
Reviews shipped weekly
Time saved per review
Monthly hours returned
45.5h
Team seats modeled
12
Engineer weeks saved
1.1
Estimated monthly value
$4,319
Net impact
$3,839
after SwaYantra Team cost
Value multiple
9.0x
gross value over platform cost
Governance, audit exports, incident review, and onboarding lift are not counted in this model.
Early AI adoption created a familiar mess: every function builds its own prompts, model keys move through side channels, nobody knows which output informed which decision, and security gets involved after the workflow has already spread.
SwaYantra is the governance and workforce layer on top of the tools your team already uses. It is deliberately practical: clear product surfaces, clear price, clear controls, and evidence instead of theater.