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SwaYantra

Engineering leaders

Ship faster with AI review work your team can defend.

Give engineers a governed review layer for pull requests, release readiness, incident briefs, and postmortems without scattering prompts across personal chat tools.

Start with this pathTalk to sales
Who it helps
VPs of Engineering, CTOs, platform teams, and staff engineers who want AI acceleration without losing delivery standards.
average review time returned
18 min
AI operations center
acme-eu / enterprise plan
Live
Runs this week
1,284
99.1% success
Audit chain
Verified
4,244 events
Cold P95
410ms
prewarmed pool

Audited workflow detail

Identity, channel, model, cost, and verification evidence resolve before output ships.

PR Review
engineering/reviewerreview PR #412
channelSlack + web replay
key sourcemanaged trial budget
audit proofverified evidence

Readiness queue

Incident needs customer update
2 customers affected
Trust evidence stale
CC8.1 due today
Trial has no first run
follow-up suggested

Launch readiness

Governance, identity, status, trust, billing, runtime, and hardening gates.

94%
SSO
SCIM
Status
SOC 2

What the team gets

A complete motion, not a single AI demo.

SwaYantra packages the operating pieces that make AI useful after the first impressive answer: repeatable workflows, clear accountability, reviewable evidence, and measurable adoption.

Business outcomes

  • Shorter pull-request feedback loops
  • Release checks before deploy
  • Incident summaries with accountable follow-ups
  • Slack and IDE-friendly access

Packaged workflows

  • Pull request review
  • Release readiness
  • Incident and postmortem brief

Review evidence

  • Review history by person and workflow
  • Decision record for every assisted delivery task
  • Exportable evidence for engineering and security review

Rollout narrative

What changes after the first week

Engineering leaders see who requested the work, which specialist responded, what evidence was produced, and how the result moved through the delivery process.

Keeps AI work inside team standards
Reduces review bottlenecks without bypassing owners
Creates a credible record for security and compliance
First-week rollout path
Day 0Workspace created, first managed-key run completed
Day 1Slack installed, developer-tool token issued, audit reviewed
Day 3Governance policy locked, roles assigned
Day 5Trust packet exported for security reviewer
Security packet
Generated from live controls and evidence
CC6.1 / Logical access enforcementFresh
CC7.2 / Incident response workflowFresh
CC8.1 / Change evidenceDue soon
A1.2 / Availability monitoringFresh
Start focused, expand with evidence

Turn this solution into your first governed AI operating motion.

Pick the first workflow, invite the accountable team, run the model with the right controls, then use the record to earn broader adoption.

Start Team signupModel the ROI