Deep context where it matters.
We work with solo operators and regulated enterprises alike — the throughline is the same: we learn the domain, name the failure modes, and ship systems that survive contact with real users.
Solopreneurs
1 person, 10x leverageYou are the operator, the sales team, and the delivery. We ship a personal AI stack that gives you back 15+ hours a week — no team required.
- Inbox triage + smart drafting in your voice
- Proposal & contract generator from a call transcript
- Meeting recap → CRM → follow-up sequence, automated
- Content repurposing: 1 podcast → 12 assets
Founders
pre-product to Series AFounder-mode AI: research faster, hire smarter, and put an agent in the product before you hire your first ML engineer. We build what you'd build yourself if you had six extra weekends.
- Customer-discovery interview analysis at scale
- Investor-update draft from your metrics dashboard
- In-product AI feature (v1) — shipped in 4 weeks
- Candidate screening + reference-call summarization
Startups
Series A → CYou have PMF and a team. Now every function wants AI and nobody has bandwidth. We slot in as a fractional AI team — scope, build, hand off, repeat.
- Agentic support tier-1 with human handoff
- Sales intel: account research + call-prep briefings
- Internal knowledge agent over Notion / Slack / Drive
- AI features in your product roadmap, quarterly
Small Businesses
5–100 peoplePractical AI for real operations — clinics, agencies, ecommerce, professional services. We remove the 10 workflows eating your team's week, using tools your team can actually maintain.
- Voice receptionist that books, reschedules, and confirms
- Quote & invoice generation from email intake
- Review response + reputation-management agent
- Ops SOP copilot for staff training and onboarding
Banking & Financial Services
regulated, high-stakesKYC copilots, fraud triage, advisor productivity, and secure agent access to core banking APIs — with audit trails, PII controls, and model-risk documentation your compliance team will actually approve.
- KYC / AML document review with citations
- Relationship-manager briefing agent
- Fraud-alert triage & narrative generation
- Policy Q&A over internal handbooks
Retail & Ecommerce
catalog to checkoutCatalog enrichment, merchandising agents, and support automations that respect brand voice. Built to plug into Shopify, BigCommerce, and headless stacks.
- SKU enrichment: attributes, copy, alt-text at scale
- Merchandising agent for collection curation
- Post-purchase support with order-aware context
- Returns triage + fraud-signal scoring
Agritech
field-first, multilingualField copilots and voice agents in local languages for last-mile agri workflows — advisory, procurement, and traceability where connectivity is thin.
- Voice agent in vernacular for farmer advisory
- Crop-image diagnostics with agronomist review
- Procurement price-discovery + logistics routing
- FPO-level dashboards from SMS + voice inputs
Trading & Capital Markets
analyst time is the assetResearch agents, document intel, and risk summaries for analysts under time pressure. Built with citation-first outputs and strict source-of-truth guardrails.
- 10-K / transcript summarization with citations
- Thematic screener across filings + news
- Portfolio-level risk digest, daily
- Meeting-note → thesis-update workflow
Don't see your industry?
We take a small number of new domains each quarter. If the problem is well-shaped, we'll build it.
