Operators bring us a workflow that costs time every week.
We look for repeated intake, routing, scheduling, follow-up, reporting, or decision work where software can carry the load without hiding the handoff.
Start with an operational bottleneckStead Labs / Operator systems lab
Bring us the repeated calls, leads, bookings, and handoffs. Stead Labs maps the workflow, ships the product surface, and keeps it improving in production.
Product proof
Talkstead runs the first wedge: answer, qualify, book, report.Product 01 from Stead Labs
Live operating trace
One customer interaction becomes visible work.- Call received
- Lead qualified
- Appointment booked
- Summary sent
Product 01Talkstead is in market
A working call, lead, booking, and handoff system from the Stead Labs loop.
Front officefirst operator wedge
Reception, qualification, appointment flow, follow-up, and team visibility.
Build loopmap, ship, measure
Operational work is traced before the model, interface, and handoff logic are built.
Operatorsprimary partner profile
Best fit for teams with repetitive work that already has a dollar cost.
Visitor routes
Operators first. Investors can read the same evidence.
Investors and acquirers evaluate the product-building machine.
Talkstead is the first visible output. The real asset is the method: identify wedge, build system, ship interface, learn from production, then compound.
Review Product 01 as evidenceThe Stead Labs loop
We turn messy operations into systems that run, report, and improve.
Map the operation
Find the calls, messages, handoffs, exceptions, and business rules that slow the team down.
Shape the model workflow
Design retrieval, prompts, evaluation, and human fallback around the real domain.
Ship the interface
Turn the AI system into usable software: dashboards, queues, controls, and team visibility.
Route the work
Connect calendars, CRMs, notifications, payments, booking logic, and internal tools.
Measure and improve
Track latency, accuracy, outcomes, misses, and handoffs so the system gets tighter after launch.
Product 01
Talkstead is the proof that the loop ships.
Talkstead answers business calls, qualifies leads, books the next step, and gives teams clean operating visibility. It is the first product from the Stead Labs method, not a demo shell.
- Live call logs and transcripts
- Lead capture and booking workflows
- Human handoff and follow-up visibility
Evidence view
Every intake event stays inspectable.
Calls, transcripts, summaries, and caller details land in one operating view.
System layers
Capabilities organized like architecture, not a services menu.
Interaction layer
Voice, chat, intake flows, transcripts, summaries, and escalation paths.
Knowledge layer
Retrieval pipelines, business memory, evaluation sets, and domain-specific answer controls.
Workflow layer
CRM actions, appointment booking, lead qualification, follow-up, and internal notifications.
Reliability layer
Cloud infrastructure, monitoring, queues, logs, handoff rules, and production guardrails.
Build surface
Small team, direct ownership, real systems in production.
Alex Lokhanov
Founder / AI Engineering
Builds production AI systems across voice agents, retrieval, cloud infrastructure, and applied model workflows.
Blake Burford
Growth & Partnerships
Leads partnerships, media, distribution, and go-to-market motion for Stead Labs products.
Shawn Madadha
AI Systems Engineer
Builds applied AI systems across voice agents, agentic workflows, healthcare automation, and robotics.
Conversation router
Bring us the workflow that keeps slipping through the cracks.
We are best suited for operators, partners, and builders who need an AI system tied to a real business outcome.