AI agents for customer operations
AI agents that actually know your business.
Software Station AI puts a team of orchestrated AI specialists on your website and channels — built and launched for you, tested like software before it meets a customer, and safe by design: every write action starts in dry-run until you approve it.
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Coast & Palm Resorts
concierge · online
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Done for you
You bring the business. We bring the agent — built, integrated, live.
Most companies want AI working for them, not another project to run. So we do the building. We ingest your knowledge, wire up your systems, shape the specialists, and hand you an agent that's already live — not a toolkit you have to assemble.
Setup is measured in days, not quarters. No AI team required on your side. No long integration slog. You stay focused on your business while your agent handles the front line.
A comparison of effort: three tasks on the client's side against eight on Software Station's side.
Your side
Share and manage your knowledge
Grant access to your systems and APIs
Sign off on behaviour
Our side
ingest & index documents
wire integrations
shape specialists
guardrails
test bank
deploy
observability
ongoing tuning
done-for-you
We build, integrate and launch it
You bring the knowledge and the systems. We do the assembly.
low-lift
No AI team or heavy IT project
Your side of the work fits around your day job, not a new one.
fast
Live in days, not quarters
A working agent, on your content, faster than most vendors demo one.
The orchestrator model
One conversation. A whole team behind it.
Every message is read by an orchestrator that routes it to the right specialist — each with its own prompt, tools and guardrails. Your customer just sees one seamless conversation.
01 — Route
A fast router model classifies intent on every turn and hands the conversation to the right specialist, mid-thread if needed.
02 — Act
Specialists carry their own tools: check availability, prepare quotes, retrieve policies, open helpdesk cases.
03 — Resume
Paused flows survive detours. A customer can ask a side question and pick their quote back up exactly where they left it.
Conversation depth
As simple or as powerful as you need.
Most chatbots handle the easy 70% — the FAQs — and hand you a shrug for everything else. That's a limitation of building on one flat prompt.
A team of specialists doesn't have that ceiling. A flow can be a one-line answer, or it can gather requirements across a dozen turns, call three systems, survive interruptions, and resume exactly where it left off. Simple where simple is enough. Deep where it isn't.
A spectrum from shallow, one-line answers to deep, multi-step flows, with a marker in the middle showing that you control where each conversation sits.
shallow
Instant answers for the routine majority
yours
You set the depth, and move it any time
deep
Multi-step, multi-system flows that hold
The platform
Everything an AI front line needs.
Orchestrated specialists
Not one giant prompt — a team. Each specialist has its own instructions, tools and guardrails, coordinated by a router on every turn.
Grounded in your knowledge
Indexify document intelligence inside: hybrid retrieval over your PDFs, handbooks and policies, with confidence scoring and cited sources.
Connected to anything with an API
If a service exposes an API or MCP endpoint, your agents can act on it — booking engines, CRMs, helpdesks, internal tools. Freshdesk and QContact today; your stack next. Real lookups, real actions, not just talk.
Live where your customers are
A five-line snippet puts the full agent on your website — and the same platform runs on WhatsApp today. One agent, one brain, meeting customers on the channels they already use.
Observable end to end
Every conversation is traced: routing decisions, tool calls, retrieved sources and cost per turn, in one admin console.
Guardrails you control
Write actions run dry-run until you flip them live. Refusal topics, per-tenant policies and evaluation rubrics keep agents on-script.
The platform
Powerful actions, on a leash you control.
Your agents don't just answer — they do. Prepare a quote, update a booking, open a helpdesk case, hit an internal endpoint. Anything reachable by API or MCP is fair game.
And every write action starts in dry-run. It shows you exactly what it would do, on real data, without touching anything. You flip it live per tenant, per environment, once you've seen it behave. No surprises, no runaway agents.
capable
Acts on any API or MCP service
Anything reachable by API or MCP is fair game — the service you connect, connected.
gated
Write actions run dry-run
Until you approve them. Nothing touches a real system unannounced.
reversible
You decide what goes live
And when. Flip actions live per tenant, per environment, on your schedule.
How it works
Live on your website in three steps.
Connect
We ingest your knowledge — handbooks, policies, price lists — and connect it to the systems your team already uses.
Configure
We shape your specialists, their tools and guardrails, and you sign off. Behaviour is drafted, published and promoted from the admin console — no redeploys.
Deploy
One snippet goes live on your site. From day one, you watch every conversation, tool call and cost in the observability console.
<div id="swarm-chat"></div>
<script
src="https://softwarestation.ai/plugin/swarm-plugin.umd.js">
</script>
<script>
SwarmPlugin.renderChat('swarm-chat', {
tenantId: 'your-company',
apiKey: 'ssw_************',
apiUrl: 'https://softwarestation.ai',
});
</script>→ that's it. your agent is live.
Convinced already? See it on your own content.
Bring a handbook or a price list — no setup required on your side.
Use cases
Built for teams that talk to customers all day.
Hospitality & travel
A concierge that never sleeps
Quote stays, check live availability and hold bookings — for guests and travel agents alike, at 3am on a Sunday.
- Availability & quotes
- Agent portals
- Pre-arrival questions
Schools & education
Every parent, answered
Admissions, term dates, fee queries and forms — grounded in your actual handbooks, with sensitive topics routed to humans.
- Admissions intake
- Parent communications
- Policy questions
Support desks
Deflect tickets, not customers
Resolve the repetitive 80% from your knowledge base, and open perfectly-formed helpdesk cases for the rest.
- Ticket deflection
- Case creation
- CRM lookups
Operations
Run AI like software. Not like magic.
Chat agents fail quietly — unless you can see everything they do. Software Station AI was built by engineers who refused to ship a black box.
traced
Answer "why did it do that?" — for any conversation
Every routing decision, retrieved source, tool call and model cost is captured per conversation and searchable in the admin console. Nothing the agent does is a black box, including to you.
gated
Write actions, on your terms
Anything that touches a real system starts in dry-run. You flip it live per tenant, per environment, when you have seen it behave.
measured
Quality is a dashboard, not a vibe
Automated evaluation rubrics score real transcripts. Human review queues catch what the metrics miss.
compliant
Enterprise-grade by default
Strict per-tenant data separation, POPI and GDPR aligned. Your data stays yours — always.
Testing
Tested like software. Not launched on hope.
Most AI chat ships on a prompt and a prayer. This doesn't.
Every agent is checked against a bank of known-good answers, probed by adversarial test personas across full multi-turn scenarios, and graded on real transcripts against rubrics you control. Change a prompt, and we can prove the other answers still hold. Regressions get caught before your customers do.
banked
A growing bank of known-good answers
Scored on every run, so you always know where quality stands.
probed
Adversarial personas stress-test flows
Full multi-turn scenarios, not single-question sanity checks.
graded
Real transcripts, scored against your rubrics
You control the bar. We show you where the agent clears it.
Human in the loop
It gets better every week — with a human in the loop.
No agent is perfect on day one. What matters is what happens next.
Real conversations surface the gaps. Flagged turns land in a review queue, clustered by theme so patterns are obvious. A person reviews, corrects the knowledge, and the fix is locked in with a test so it never regresses. The agent you launch is not the agent you'll have in three months — it's sharper.
Your team, or ours. Your back-office staff can own the whole loop self-serve in the admin console — review, correct, publish, no engineers required. Or we run it for you as a managed service. Dealer's choice.
flagged
Weak answers surface automatically
From real traffic — no one has to go looking for the gaps.
clustered
Gaps grouped by theme
So you fix causes, not symptoms, one review at a time.
locked
Every correction becomes a test
That holds the line, so the same mistake never ships twice.
See it answer questions about your business.
Bring a handbook, a price list, or your gnarliest customer question. We'll show you a working agent on your own content.
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