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Capability · Conversational AI

1 Brain. Every Channel.

Context, memory, routing, and orchestration live in 1 conversation core - voice, email, SMS, and WhatsApp are adapters on top. Sub-second when it talks, context-perfect when it switches.

Trusted by 100+ founders

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Minutes of live AI voice handled every month
50,000+

Minutes of live AI voice handled every month

Channels running on 1 shared conversation core
4

Channels running on 1 shared conversation core

Round-trip latency we engineer voice to
<1s

Round-trip latency we engineer voice to

The Architecture

Channels Are Adapters. The Brain Is Shared.

Most teams build a bot per channel - 3 systems, 3 memories, 3 ways to fail. We build 1 conversation core and plug channels into it.

CHANNELS · THIN ADAPTERSVOICESIP · WebRTCEMAILthreadedSMSA2PWHATSAPPBusiness APITHE CONVERSATION CORECONTEXT & MEMORYROUTINGORCHESTRATIONFAILURE HANDLINGEVALSCRMEHRCALENDARSYOUR APIsDATAADD A CHANNEL IN DAYS · FIX A FLOW ONCE · THE BRAIN IS SHARED

The Craft

Designed, Not Just Deployed

The core makes conversations possible. These are the decisions that make them good.

  • Every Interaction Designed

    Scripts, states, and edge cases mapped before a line of prompt is written - each moment of the conversation is a design decision, not model luck.

  • Intelligent Handoffs

    To a human when stakes rise, across channels when context calls for it - and the full conversation history arrives with the handoff. Nobody repeats themselves.

  • Empathy, Engineered

    Tone calibrated per moment: patient when someone's confused, brisk when they're in a hurry, serious when it matters. Measured in evals, not assumed.

  • Recursive Self-Learning Loops

    Every conversation scored, failures mined into golden sets, prompts and flows improved release over release. The system that answered last month is not the one answering today.

The learning loops run on our eval infrastructure. See how we build evals & safety →

Voice, the Hardest Channel

1 Loop, Under a Second

Email forgives slowness. Voice doesn't. Every hop is streamed and measured, and the guardrail layer can end the loop the right way - by handing the call to a human.

TELEPHONYSIP · WebRTCSTREAMING ASRpartials · barge-inLLM + RAGcontext · intentGUARDRAILSpolicy · PHISTREAMING TTSfirst byte fastAUDIO BACK TO CALLER< 1.0s BUDGETHUMAN HANDOFFclinician on the loop

How We Build It

The Core, Layer by Layer

Conversational AI fails in the plumbing. This is the plumbing.

  • 01

    Context & Memory

    Durable per-customer memory: who they are, what they asked last week, which channel they said it on. Context follows the person, not the session.

  • 02

    Orchestration & Routing

    1 router decides which model, which tool, which flow - per intent, per channel, per moment. Multi-step work is orchestrated with state, not stitched with hope.

  • 03

    Failure Handling

    Timeouts, retries, degraded modes, and escalation paths designed up front. When a model or an API stumbles, the conversation bends - it never dead-ends.

  • 04

    Channel Adapters

    SIP and WebRTC voice, threaded email, SMS, WhatsApp Business - thin adapters over the core, so a fix or a new skill lands on every channel at once.

  • 05

    Evals & Guardrails

    Policy checks, PHI redaction, and human handoff triggers at the core level - with every change gated by eval runs against golden conversation sets.

  • 06

    Data Connections

    CRM, EHR, calendars, order systems - the core reads and writes your systems of record, with guardrails on every write and a trace on every call.

Deployed With

TwilioLiveKitDeepgramElevenLabsGPT RealtimeGemini LiveWhatsApp Business APIPipecatLangSmith

The Team Behind It

You Get Engineers, Not Tickets

100+ full-time product people - engineers, designers, PMs, and QA - led by founders who've built, scaled and exited their own startups. Senior people are on your product from day 1, working your hours. This is the same team behind 50,000+ minutes a month of live conversations.

Meet the team
Rahul Nair

Rahul Nair

Co-Founder & Head of Engineering

Architect behind every AI system we ship to production.

Akshit BhatiHarsh KalwaniDrishti ShahSachin SoniNenaram ChoudharyParul Gandhi+100

Full-time team · 0 freelancers · US-hours overlap

Testimonials

Founders on Working With Tequity

Pre-Seed to Series B

“We hired Tequity shortly after closing our pre-seed, and since then they've completely taken over our frontend and DevOps work. Typical turnaround is 1 day for critical bug fixes, 7 days for new features, and 6 weeks for entire MVPs. The software we built together is now used by multiple leading American biopharma companies. I recommend Tequity for any startup from angel round through Series B and beyond.”
Dan Freeman

Dan Freeman

Founder & CTO, TerraFlow

“The best outsourced engineering help you can get. Genuinely talented engineers who deliver on time, take full ownership of the product, and push back on your ideas until they understand why you're building each thing.”
Kasey Boyle

Kasey Boyle

Founder, Bantor

4.9/5

Average rating across 100+ customers over 4 years

“They helped us audit our product, identify key UX/UI improvement opportunities, and prioritize quick wins that delivered immediate value. The team has been responsive, collaborative, and consistently delivers high-quality work.”
Elisabeth Bykoff

Elisabeth Bykoff

Founder & CEO, Boxsy

The work behind the words.

See all case studies →
Ivan Orehovec

Ivan Orehovec

Co-Founder, QuantWheel

“We came in expecting a redesign and got something more useful. Design Labs built us a design system our AI could actually build against, so what we ship stays consistent without us having to think about it. We'd give feedback and see it reflected in the next round, often the same day.”

LET'S TALK

Your Customers Are Already on These Channels

Book a 30-minute call - we'll map your channels onto 1 conversation core and talk memory, latency, and handoffs.