We put AI into production inside your business.

Through our prior companies (Omnisio, Parsable, Ostro) our work has shipped into:

• 1. Knowledge Layer ("brain") The brain indexes your CRM, ERP, ticketing, and documents, and every answer carries citations back to the source. Truth stays in your systems of record: the brain reads and cites them and never becomes a stale shadow copy. When the evidence is thin it says so and routes to a person, rather than inventing a confident answer. No more guessing
• 2. Agent Orchestration Durable agents that carry work from end to end and coordinate across steps and systems, not one-shot chatbots. They take real actions through the governance layer, so one system does the work that per-seat assistants never will. Beyond per-seat
• 3. Integrations Deep read and write connections into the systems you already run: CRM, ERP, ticketing, the data warehouse, and documents. The system works inside your stack instead of becoming one more portal nobody opens. Inside your stack
• 4. Measurement & Evaluation Harness Accuracy is tracked against a test set your own experts sign off on. Any change that would make answers worse is blocked before it ships. You watch the score instead of hoping. So it can't silently decay
• 5. Code-Enforced Governance Agents act through a policy engine rather than by convention, with human approval wherever it matters. Every action is attributable, auditable, and replayable, so the system can be handed real work. Auditable
• 6. Structural Model Independence Every model call routes through one gateway you control. Swapping Claude for GPT, Gemini, or an open-weight model on your own GPUs is a config change we prove with an eval run, so you are never locked to a single AI vendor. No lock-in
• 7. Compounding Flywheel Every correction your team makes becomes a reviewed improvement to the knowledge, the retrieval, and the policy. The system is worth more at month twelve than on day one. Compounds

All seven run as one system inside your own network, your cloud VPC or your data center, built on open-source components and your own code, which you own. Any modules we reuse to get you live faster come with it under a perpetual license at no extra cost, with full source, so you can run or rebuild them yourself. No SaaS in the critical path, no per-seat license.

• Customer support Deflection

  Agents answer from your own docs, past tickets, and product data, each reply carrying a citation, draft or send within policy, and hand off to a person the moment the evidence runs thin.

• Sales & account management Pipeline

  Agents pull account history from your CRM, draft the next touch, keep records current, brief the rep before every call, and flag accounts going quiet before they slip.

• Finance & procurement Margin

  Agents read purchase orders, contracts, and invoices from your ERP, match three ways, catch off-contract and tail spend, watch budget variance, and route the exceptions while they are still actionable.

• Operations & coordination Throughput

  Agents carry the cross-system busywork between handoffs, chase the exceptions, and keep work moving so nothing stalls waiting on someone to pull a report.

• Predictive maintenance & uptime Downtime

  Agents watch equipment and asset data against maintenance history, flag a failure signature before it causes a stoppage, check parts and availability, and open the work order. Unplanned downtime is often the single biggest controllable cost.

• Inventory & demand planning Working capital

  Agents align stock, replenishment, and forecasts to real demand across your systems, so you stop parking cash in excess inventory and stop losing margin to stockouts and expedites.

• Compliance & document review Audit-ready

  Agents review documents against your policies and specs, assemble and gap-check the filings and reports that eat expert time, and keep a complete, inspection-ready audit trail, with a person signing anything that needs judgment.

• Real-time dashboards & reporting On demand

  Agents stand up the live dashboards and one-off pulls that usually wait on an analyst, drawn from your warehouse with the query shown, so anyone can ask a question of the business and get a current answer.

These are examples, not a menu. We build whatever custom workflow moves your P&L: the Audit surfaces the handful that matter most, and we build those on the same governed foundation inside your own infrastructure, every action logged and attributable.

• No data egress Your boundary

  Your data and the models run inside your own network. Nothing is shipped to a third-party API and there is no vendor cloud in the critical path. What is yours never leaves.

• Immutable audit trails Provable

  Every action is written to an append-only, tamper-evident log: who or what acted, when, and the evidence it acted on. Attributable and replayable for any auditor or inspector, months later.

• Sovereign by design You own it

  It runs on your own infrastructure, and where you need it, your own GPUs and open weights, fully air-gappable. No single AI vendor to depend on and no kill switch anyone else holds.

• Human oversight built in In the loop

  A policy engine decides what agents are allowed to do, with a person approving anything that carries real risk. Authority is scoped and granted, never assumed.

• Designed for strict regulation By design

  Governance, immutable audit trails, data residency, and human oversight are designed in from day one, so the system stands up to the controls that regulated industries demand instead of being retrofitted later to pass an audit.

• Proven where it counts Track record

  Our software has already run in pharmaceutical GxP environments and for state-owned critical national infrastructure. We build where the margin for error is zero.

The team stays small and flexible: only the people your engagement needs, led directly by Ryan, with specialists brought in as the work calls for them. You get an operator's full attention on your P&L, not a junior analyst working from a playbook.

• One workflow, fixed scope

  A single, clearly bounded first use case with a defined deliverable and timeline. Nothing open-ended.

• You see it on your data first

  It runs against your real data where you can judge it before it touches production. If it does not convince you we stop, and if it does the sprint fee credits toward the build.

• Backed by numbers, not claims

  Nothing ships without accuracy benchmarks and failure-mode coverage that your own experts have signed off on.

• You keep everything

  Whatever gets built runs in your own infrastructure with full source, version-controlled and reversible, owned by you from day one.