The production layer for enterprise voice AI.
Give your business a voice
Give your business
a voice
Give your business
a voice
Agentic systems that read, write, and act on your stack.
We do the engineering that gets it there.
You keep the IP.



"Models are commodity.
How you guide them is your edge.
Plug-and-play AI doesn't work - we're just honest about it."

co-founder & ceo



"Models are commodity.
How you guide them is your edge.
Plug-and-play AI doesn't work - we're just honest about it."

co-founder & ceo



"Models are commodity.
How you guide them is your edge.
Plug-and-play AI doesn't work - we're just honest about it."

co-founder & ceo
Why Choose Us
Not an agency. Not a platform. A partner who delivers outcomes.
Without SaaS / vendor lock-in.
Why Choose Us
Not an agency. Not a platform. A partner who delivers outcomes.
Without SaaS / vendor lock-in.
Platform-Agnostic
Recommending what fits you, not what we're locked into - across frameworks, plaforms & model providers.
Platform-Agnostic
Recommending what fits you, not what we're locked into - across frameworks, plaforms & model providers.
Outcome-Priced
No hourly billing. We scope to "X% calls automated", "FTE saved" or deliverables.
20% results
80% "hourly rate"
BEFORE
AFTER
Outcome-Priced
No hourly billing. We scope to "X% calls automated", "FTE saved" or deliverables.
20% results
80% "hourly rate"
BEFORE
AFTER

No more "Build vs Buy"
Custom-fit to your business. SaaS-like time to market.

No more "Build vs Buy"
Custom-fit to your business. SaaS-like time to market.
EXPERTISE
The hard parts. Solved.
Not just prompts. Not just configuration. AI Engineering.
EXPERTISE
The hard parts. Solved.
Not just prompts. Not just configuration. AI Engineering.
Latency
Above 500ms, conversations break
Users talk over the bot, logic loops, frustration. We optimize the full pipeline to hit production-grade response times.
Latency
Above 500ms, conversations break
Users talk over the bot, logic loops, frustration. We optimize the full pipeline to hit production-grade response times.
Latency
Above 500ms, conversations break
Users talk over the bot, logic loops, frustration. We optimize the full pipeline to hit production-grade response times.
Turn-Taking
"It sounds robotic" "It interrupts wrong"
AI mistakes noise for speech, and can't handle interruptions. We fix the listening layer so conversations actually flow.
Turn-Taking
"It sounds robotic" "It interrupts wrong"
AI mistakes noise for speech, and can't handle interruptions. We fix the listening layer so conversations actually flow.
Turn-Taking
"It sounds robotic" "It interrupts wrong"
AI mistakes noise for speech, and can't handle interruptions. We fix the listening layer so conversations actually flow.
Guardrails & Evals
LLMs hallucinate - how can you trust it?
By integrationg deterministic guardrails, business goals, compliance or PII disclosures. We build & run evals at scale until it's production-ready.
Guardrails & Evals
LLMs hallucinate - how can you trust it?
By integrationg deterministic guardrails, business goals, compliance or PII disclosures. We build & run evals at scale until it's production-ready.
Guardrails & Evals
LLMs hallucinate - how can you trust it?
By integrationg deterministic guardrails, business goals, compliance or PII disclosures. We build & run evals at scale until it's production-ready.
Agentic Execution
AI without system access is just a smarter hold message
Someone still has to do the work. The backlog doesn't shrink. We integrate at the system level - read, write, resolve on the call.
Agentic Execution
AI without system access is just a smarter hold message
Someone still has to do the work. The backlog doesn't shrink. We integrate at the system level - read, write, resolve on the call.
Agentic Execution
AI without system access is just a smarter hold message
Someone still has to do the work. The backlog doesn't shrink. We integrate at the system level - read, write, resolve on the call.
Not ready for voice?
Neither are most! We got you covered and often start with chat.
Not ready for voice?
Neither are most! We got you covered and often start with chat.
"Chat forces you to build integrations, write evals, test workflows, map edge cases - exactly what voice needs.
When you're ready, you're not starting from zero."

co-founder & ceo

co-founder & ceo
OUR FOCUS
Manufacturing & B2B.
Unique products. Unique processes. Tribal knowledge. Multiple ERPs. Plug & play doesn't work here - we build AI around your complexity.
OUR FOCUS
Manufacturing & B2B.
Unique products. Unique processes. Tribal knowledge. Multiple ERPs. Plug & play doesn't work here - we build AI around your complexity.
Pre-Sales & Tech Support
Give voice to your product catalog
Specs, configurations, availability. CPQ conversations that qualify and quote - without waiting for a human.
Pre-Sales & Tech Support
Give voice to your product catalog
Specs, configurations, availability. CPQ conversations that qualify and quote - without waiting for a human.
Pre-Sales & Tech Support
Give voice to your product catalog
Specs, configurations, availability. CPQ conversations that qualify and quote - without waiting for a human.
Customer Support
Order status. Delivery updates. Warranty claims. FAQ.
Live transcript, real-time suggestions, CRM access. Your team augmented, not replaced.
Customer Support
Order status. Delivery updates. Warranty claims. FAQ.
Live transcript, real-time suggestions, CRM access. Your team augmented, not replaced.
Customer Support
Order status. Delivery updates. Warranty claims. FAQ.
Live transcript, real-time suggestions, CRM access. Your team augmented, not replaced.
Supplier Communication
Your load board. Invoice status. Payment terms. Delivery confirmations. All on autopilot.
Supplier Communication
Your load board. Invoice status. Payment terms. Delivery confirmations. All on autopilot.
Supplier Communication
Your load board. Invoice status. Payment terms. Delivery confirmations. All on autopilot.
BPO Replacement
You're outsourcing customer relationships to people who don't know your brand- separate systems, inconsistent quality Solution: AI handles volume. A small in-house team handles exceptions & cooperate.
BPO Replacement
You're outsourcing customer relationships to people who don't know your brand- separate systems, inconsistent quality Solution: AI handles volume. A small in-house team handles exceptions & cooperate.
BPO Replacement
You're outsourcing customer relationships to people who don't know your brand- separate systems, inconsistent quality Solution: AI handles volume. A small in-house team handles exceptions & cooperate.



