EXOCHAT
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X
O

Own the dialogue.or loose it

ExoChat helps you create structured, dependable LLM experiences with clear logic, validation, and control.

NO CODE REWRITESNO RANDOM OUTPUTSJUST STRUCTURED LOGICFINALLY UNDER CONTROL

LLMs are unreliable.npnThey fail in production.

Hidden answers drain millions. Summation uncovers them quickly, reliably, and at enterprise scale.

IT'S COSTING YOU
They change behavior.
They change behavior.
IT'S CHAOS
They lose context.
They lose context.
IT'S INEFFICIENT?
They invent facts.
They invent facts.

Exochat turns unpredictable into reliable systems.

Transform scattered workflows into AI assistants that streamline tasks and deliver consistent results.

1

Updates
without engineers.

Own behavior without touching code.
Business teams edit logic in visual builder.

2

Deployment
without fragility.

Ship assistants that behave as expected with no
surprises no hallucinations, no broken logic.

3

Structure
without improvisation.

Design logic flows using finite state machines.
Every path mapped. Every reply intentional.

4

Scale
without instability.

You're not scaling prompts. You're scaling
systems with structure, safety, and confidence.

What is ExoChat?

Plug ExoChat into your LLM and ship stable, controlled conversations in days.

No-code Infrastructure

ExoChat is a no-code infrastructure layer that connects to your existing AI stack.

No-code Infrastructure

Logic and Flow Layer

Not a chatbot builder — a logic and flow layer between your LLM and your users.

Logic and Flow Layer

Seamless Integration

No integration pain — deploy via API, connect to your backend or front-end apps.

Seamless Integration

Who uses It

PMs design flows. Engineers plug it in. QA validates the behavior.

Who uses It

All-in-One

OpenAI, Claude, Mistral, or your own fine-tuned model.

All-in-One
TESTABLE. REPRODUCIBLE. OBSERVABLE. TESTABLE. REPRODUCIBLE. OBSERVABLE. TESTABLE. REPRODUCIBLE. OBSERVABLE. TESTABLE. REPRODUCIBLE. OBSERVABLE. TESTABLE. REPRODUCIBLE. OBSERVABLE. TESTABLE. REPRODUCIBLE. OBSERVABLE. TESTABLE. REPRODUCIBLE. OBSERVABLE. TESTABLE. REPRODUCIBLE. OBSERVABLE. TESTABLE. REPRODUCIBLE. OBSERVABLE. TESTABLE. REPRODUCIBLE. OBSERVABLE.

ExoChat in Numbers.

From chaos to control -
measurable, repeatable, predictable.

70%
fewer logic-related
bugs in AI chats
00
no dev time spent
on logic maintenance
10X
faster iteration speed
for conversation design
01
full reproducibility and test
coverage from day one

Turning Conversations into Value

ExoChat works where conversations can't fail. Plug ExoChat into your LLM and ship stable, controlled conversations in days.

Fintech

Transactions, disclosures, customer actions – when mistakes cost money, guesswork isn't acceptable.

Customer support

When users need help, they don't want conversation. You resolve a problem. ExoChat delivers outcomes.

Pre-Sales & Qualification

Convert faster. Filter smarter. Boost lead-to-meeting conversion by up to 45%.

Healthcare & Wellness

Cut admin workload by up to 40% and improve patient satisfaction by 30%, while staying compliant.

Legal & Policy

Reduce manual review time by up to 50% and accelerate compliance workflows from days to minutes.

HR & career

Cut hiring time from days to minutes and automate 30% of HR tasks with full compliance control.

One Platform. Two Approaches.

Build with your team or have us deliver end-to-end. Same engine, same governance, same results.

Platform

  • Flexible by design

    Fits your workflows, policies, and controls.

  • Plugs into your stack

    Helpdesk/ITSM, data sources.

  • Full ownership

    Your team, your pace.

  • Build with your team

    Your workflows, your support.

Service

  • Fast launch

    We handle everything from setup to integration.

  • Launch-ready agent

    Configured, integrated, production-grade.

  • Managed operations

    Monitoring, tuning, and ongoing optimization.

  • Outcome-backed SOW

    KPIs agreed up front; we own delivery.

EXOCHAT