Support Reply
Draft customer replies with product context, unsupported-claim checks, and approval before send.
Connect your inbox, CRM context, product knowledge, pricing rules, and campaign tools. SwaYantra replies, quotes, follows up, escalates risk, and proves every action with approval policy and evidence.
Gmail, policy, products
risk class resolved
shadow or human gate
receipt, cost, output
Draft customer replies with product context, unsupported-claim checks, and approval before send.
Qualify inbound demand, handle objections, recommend follow-up, and escalate commitments.
Let AI explain proposals while deterministic pricing and approvals control commitments.
Plan sequences, enforce suppression and unsubscribe rules, and launch through approved providers.
Connects to the models, channels, payments, and observability your team already runs
Solution paths
Choose the buyer outcome that matters first: controlled customer replies, security approval, tool governance, or enterprise rollout readiness.
View all solutionsEngineering leaders
Give support and revenue teams a governed layer for customer replies, quote drafts, and approval workflows without letting agents invent products, prices, or promises.
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 tool 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 production agent program needs more than prompts. SwaYantra gives leaders, admins, reviewers, and operators the inspection surfaces they need before AI touches customers or business tools.
Customer context, policy, pricing, model, cost, and evidence resolve before output ships.
Inbox, business brain, approval policy, quote rules, campaign controls, and evidence gates.
support-replyquote-draftmcp-writeevidence-exportStart with a customer reply, quote draft, or MCP tool call. Each action carries a declared risk class, policy, and approval path before it runs.
Web admin, Slack approvals, Gmail workflows, or MCP clients all pass through the same tenant policy, provider controls, and shadow-mode constraints.
policy.allowedseq 4242approval.requiredseq 4243receipt.savedseq 4244Every governed run records the model path, tool calls, approvals, sources, cost, and tamper-evident audit trail for later inspection.
Governance by default
The control layer security, support, finance, and operations ask for before agents touch customers or internal tools.
Use OpenAI, Anthropic, Google, internal agents, or MCP clients while SwaYantra decides which tools they can call, which actions need approval, and what evidence gets kept.
Capture the model path, tool calls, approval chain, cost, context sources, and tamper-evident audit record so security and leadership can inspect what happened later.
Use managed keys for a fast pilot or bring your own Anthropic, OpenAI, or Google keys when security wants direct ownership. Capability handles keep raw credentials away from agents and adapters.
Run customer-facing workflows in shadow mode, review would-have-sent actions, tune approvals, and only move low-risk cases live once the evidence supports it.
Pilot case
Start with a conservative support-and-quote pilot, then decide which governance, approval, and evidence controls justify moving from shadow mode to live workflows.
ROI calculator
Tune the governed reply model and see gross value, platform cost, and net monthly impact update instantly.
Support, CS, or RevOps team
Fully loaded hourly rate
Customer drafts reviewed weekly
Time saved per approved draft
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 gateway around the tools your team already uses. It is deliberately practical: clear product surfaces, clear price, clear controls, and evidence instead of theater.