An AI-native technology partner

Custom AI, built around your business.

The era of one-size-fits-all software is ending. We build, deploy, and operate AI systems designed for how your business actually runs — from the shop floor to the close calendar. Technology agnostic. Enterprise-grade guardrails. End to end.

Tamkis · Concierge
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Built for
Manufacturing ·Logistics ·Construction ·Plant Rental ·Distribution ·Healthcare Ops ·Finance & Accounting Ops ·Manufacturing ·Logistics ·Construction ·Plant Rental ·Distribution ·Healthcare Ops ·Finance & Accounting Ops ·
02 — How we work

End to end. From walking your floor to running production.

We are not a vendor you buy from. We are an AI-native partner that sits inside your business, builds the systems that should be agentic, and operates them with you.

01

Understand

We sit inside your business. Walk the floor. Sit with the team. Map every process, every system, every WhatsApp group that holds the workflow together.

Operations mapSystem inventoryBottleneck audit
02

Identify

We find the few places where AI creates real, measurable impact — and the places where it doesn't. No shiny demos, no waste.

Impact rankingROI modelRisk register
03

Design

We redesign the workflow around AI agents working alongside your team. Plain-English blueprint with every guardrail built in from day one.

Agentic blueprintGuardrail specHuman-in-the-loop points
04

Build

Custom AI on top of your stack. No rip-and-replace, no shelfware. Shipped in weeks, not quarters — with eval, monitoring, and access controls baked in.

Custom agentsIntegrationsEval harness
05

Operate

We run the systems in production with you. Monitoring, retraining, on-call. Your team stays focused on what humans do best.

24/7 monitoringContinuous tuningQuarterly reviews
03 — Proof

What happens when work runs itself.

Illustrative outcomes from live engagements across traditional industries. Real names available under NDA.

Mid-market · Logistics
62%
of dispatcher work moved to agents in 9 weeks

“Tamkis didn't sell us a tool. They sat with our dispatchers for two weeks, rebuilt the floor, and stood up the agents that now run it.”

— VP Operations2026 · ongoing
Distribution · FMCG
11 → 3
days to close the books, every month.
Finance & accounting14 wk
Plant Rental · Equipment
2.1×
equipment utilization, first year on platform.
Rental ops9 mo
Healthcare · Operations
71%
tier-1 patient queries handled with 4.7 CSAT.
Patient ops6 wk
Manufacturing · Procurement
6 wk → 4 d
vendor intake cycle, end-to-end.
Procurement12 wk
04 — Guardrails

Built like the enterprise software it replaces.

Agents that touch the books, the floor, or the customer need to behave like software you can audit. Every Tamkis build ships with these as defaults, not add-ons.

01

Data security

Encryption in transit and at rest. Tenant isolation. Secrets stay in your environment — not in a prompt log.

02

Access controls

Role-based access, least privilege by default, and audit trails on every action an agent takes.

03

Compliance & governance

Built around your industry's compliance requirements — from DPDP and ISO to GDPR and HIPAA where it applies.

04

Reliability & monitoring

Evals before launch. Real-time monitoring after. Regressions caught and rolled back before users feel them.

05

Human oversight

Agents handle the volume. Humans review the consequential. Approval gates and confidence thresholds you control.

05 — A point of view

For two decades, software has been built for thousands of companies at once — because building custom software was slow, expensive, and required a small army.

AI changed the math.

What took months now takes weeks. What needed a team now needs a partner. What was off-the-shelf is now built around your business.

The future is not one software for everyone.

The future is custom AI systems built around each business — designed for how you actually run.

That is the work. That is Tamkis.

Signed —The Tamkis team· 2026
06 — Who we are

A small group, deep on both sides.

Senior partners who've led ops inside scaled businesses. Engineers from frontier AI labs. Operators who've built and sold companies of their own.

The person who pitches you is the person who ships.

No handoffs. No background team you never meet. The partner you talk to in the discovery conversation is the same one writing the eval harness and sitting with your operators on launch day.

It's how we keep the work honest — and how we earn the right to keep being small.

07 — Careers

We hire slowly. And rarely.

We'd rather stay small and ship well than grow because we raised money. Headcount goes up only when the work genuinely needs another pair of hands.

When we do open a role, we open it with people we already trust. So the inbox stays open even when the roles aren't.

Built and shipped something you're proud of?
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