Toolmill Briefswhat companies are building, read from their hiring

Company brief · updated 2026-10-19

Kastle

kastle.ai · B2B · One platform that keeps originations, fulfillment, and servicing moving 24/7, built for regulated work and connected to the systems you already use.

17open roles
4new in 30 days
0closed in 30 days
1remote-eligible
steadyhiring velocity

What they're building

Mortgage origination agents for consumer lenders moderate signal

Today: One platform that keeps originations, fulfillment, and servicing moving 24/7

Roles: Senior Product Manager · Mortgage Originations Process Specialist

Requirements mention: AI origination agents · originations agents · 5+ years in mortgage originations · Encompass · TRID/disclosure timing · LOS

Inference: the company is deepening its existing originations product for mortgage lenders. The basis is a Senior PM who owns the originations product line and a specialist role that requires mortgage origination systems and disclosure-timing knowledge.

Customer deployment and integration of agents into existing lender systems moderate signal

Today: connected to the systems you already use

Roles: AI Deployments Lead · Agent Product Manager · Forward Deployed Engineer

Requirements mention: API docs · webhooks · data mapping · Agentic AI deployments · loan servicing systems · telephony platforms

Inference: the company is staffing hands-on rollout work for lender customers. The basis is three roles covering implementation, product management of agent deployments, and engineering against servicing and telephony systems.

AI voice agents for contact centers and servicing moderate signal

Today: Resolves customer inquiries across voice, SMS, email, and chat

Roles: Staff AI Engineer · AI Trainer (Part-time) · Staff Engineer

Requirements mention: AI voice agents · mortgage servicing phone calls · loan servicing platforms · real-time AI voice and compliance workflows

Inference: the company is continuing to invest in the voice and servicing agents it already sells. The basis is engineering roles that name voice and servicing systems and a data-labelling role built around mortgage servicing calls.

Sales and go-to-market for enterprise lenders moderate signal

Today: Enterprise-grade platform for large consumer lenders

Roles: Head of Sales · Enterprise Account Executive · Founding Growth Lead

Requirements mention: B2B SaaS · enterprise sales cycles · relationships with C-level executives · MEDDIC · positioning · sales materials

Inference: the company is building its first sales leadership and marketing function. The basis is an open Head of Sales and a Founding Growth Lead (positioning, sales materials) alongside an Enterprise Account Executive (enterprise sales cycles, C-level relationships).

Where the headcount is going

DepartmentOpen
Revenue4
Operations4
Product4
Engineering3
Intern2

Of 15 open roles, Product has 4, Operations, Revenue and Engineering have 3 each, and Intern has 2; 14 are in San Francisco, and the newest openings are a contract Technical Recruiter and a Founding Growth Lead, after a $24M Series A the site says is for expansion.

Who they need

Seniority: Mostly senior: 5 senior, 2 staff, 1 VP, 2 mid, 1 junior, 2 intern and 2 with no level stated.

Skills named most: AI Agents, Python, evals, integrations, dashboards, B2B SaaS, Outreach, MEDDIC, Java, TypeScript, APIs, QA harnesses

Locations: 14 roles are in San Francisco, not remote. 1 role is remote (AI Trainer, Part-time), with no country stated in the posting.

How to use this

If you're applying: Check the building items against your background. The origination specialist role asks for 5+ years and names specific lending systems, and the deployment and voice roles list the integrations and systems they expect, so match those before applying. All roles except the AI Trainer are on-site in San Francisco.

If you're selling or recruiting: The Head of Sales seat is still open, so start with the founders and Product leadership in San Francisco, where 4 Product roles are open. Lead with the enterprise lender and mortgage origination requirements the postings name. Recruiters should note that the company is adding a contract Technical Recruiter and its first go-to-market hires after its Series A.

Get told when Kastle opens new roles.

Weekly, only when something changed. One click to stop.

Open roles (17)

TitleDepartmentLocationPosted
Enterprise Account ManagerRevenueSan Francisco2026-10-21
Head of TalentOperationsSan Francisco2026-10-18
Technical Recruiter OperationsSan Francisco2026-10-16
Founding Growth LeadRevenueSan Francisco2026-09-25
Head of SalesRevenueSan Francisco2026-08-24
Software Engineer - InternInternSan Francisco2026-08-07
Senior Product ManagerProductSan Francisco2026-07-20
AI Deployments LeadProductSan Francisco2026-07-20
Mortgage Originations Process SpecialistProductSan Francisco2026-07-18
Founder's OfficeOperationsSan Francisco2026-05-07
AI Trainer (Part-time)OperationsRemote (remote)2026-03-10
Agent Product ManagerProductSan Francisco2026-01-19
Staff AI EngineerEngineeringSan Francisco2025-11-22
Enterprise Account ExecutiveRevenueSan Francisco2025-10-13
Founder Intern (now and Summer 2026)InternSan Francisco2025-09-09
Forward Deployed EngineerEngineeringSan Francisco2025-09-09
Staff EngineerEngineeringSan Francisco2025-09-09