AGENTIC BUSINESS LAYER · BY VALINCORE
The business was never meant to run itself. It was meant to be steered.
OKOVA runs the parts of your business that used to need a bigger team.
AI operators handle sales, finance, operations, and compliance, day to day, automatically. Every decision they make is checked, challenged, and logged before it happens. You only see the handful each day that actually need your judgement. Already running in regulated financial services. Not a prototype.
Built for CFOs, COOs, and founders of 50–500 person businesses in financial services and regulated sectors.
23,412
Decisions / day through the Loom
~5
Approvals / day to the Helm
20,000+
Pages assessed at scale
01 · THE SHIFT
Software stopped being a tool.
It became the operator.
For decades, businesses ran on software, and people ran the software. That model is ending.
AI agents now handle the work that people used to do — not as a novelty, not as a pilot, but as the operating layer of the modern business.
The challenge is not getting AI to do work.
The challenge is governing AI across an entire business so the work it does is always the right work.
Point solutions — Copilot, Agentforce, individual GPT wrappers — solve one problem in one system. None of them answer the harder question: who governs the whole business when the agents disagree, drift, or make a decision that looks right locally but erodes the strategy?
That is the problem OKOVA was built to solve.
02 · THE ARCHITECTURE
Five tiers. One constitutional layer.
One human hand on the Helm.
OKOVA is a five-tier deliberation stack. Every decision made inside your business travels through it.
01 · THE OPERATORS
Functional agents bound to every system you use. Sales, finance, operations, HR, customer service. Each executes within constitutional bounds — and proposes rather than acts when outside them.
02 · THE REVIEWERS
First-pass tactical oversight. The Auditor checks quality. The Reckoner applies the sanity test. The Archivist checks precedent. Fast, automatic, always on.
03 · THE STEWARDS
Strategic oversight. The Cartographer tests strategic fit. The Watchkeeper scores risk. The Drift Detector watches for the gap between hitting short-term targets and eroding long-term strategy.
04 · THE COUNSELS
Structured adversaries for decisions above a risk threshold. The Adversary argues against. The Skeptic interrogates assumptions. The Pre-mortem drafts the failure report before the decision is made.
05 · THE HELM
Where humans live. Not an inbox, an exception queue. The handful of decisions a day that actually need your judgement. Everything else has already been handled, governed, and recorded.
03 · WHO IT IS FOR
Scale the operation.
Not the payroll.
Your business is growing. The operation is getting harder to run. More people, more process, more decisions — and the economics of that model are starting to break.
OKOVA works with CFOs, COOs, and founders of 50–500 person businesses in financial services, professional services, and regulated sectors who are scaling operationally but cannot scale headcount proportionally.
Transform An Operation that already exists
OKOVA rolls in layer by layer.
Governance and audit first — the Loom and Ledger — with zero disruption to existing workflows. Then the Seam, to get the data foundation clean. Then, one function at a time, the Mesh takes over the execution layer.
Your best people move from operating to steering.
How the phased rollout works →
Build an agent-native business from day one
Set up on OKOVA before you hire a department.
One operator at the Helm. The Mesh handles the rest — sales, finance, operations, customer service.
The first businesses to operate this way will have a structural cost advantage that compounds over time.
REQUEST A CONVERSATION →
04 · THE PROOF
Already built. Already running.
These are the numbers.
OKOVA is not a concept or a roadmap item. It is running in production inside regulated businesses, handling decisions that used to require teams, and surfacing only what genuinely requires a human.
These are live deployments. Clients are anonymised.
FIELD REPORT · 01 · ELECTRICAL & DATACOMM WHOLESALE
217,000 SKUs brought under continuous AI governance. $8.7M annual benefit. Payback in 7 months.
$8.7M
Total annualised benefit
7mths
PAYBacK PERIOD
-40%
STOCKOUT RATE REDUCTION
-14%
INVENTORY CARRYING COST
A national distributor running 178 branches and 217,000 active SKUs.
Standard OKOVA architecture deployed across all major business units — full five-tier deliberation stack. A purpose-built layer of vertical agents handled catalogue and inventory work the standard layer was not designed to know.
Before OKOVA, catalogue audit was a quarterly six-week project. It now runs continuously. SKU onboarding dropped from 14 days to 18 hours. The compliance validator stopped a sale of 600 units of a revoked product the moment the regulator register updated — three weeks after the supplier notification that nobody had actioned.
"We had three quotes from horizontal-AI vendors. None of them understood the catalogue. OKOVA was the only proposal that started with our regulation regime and worked outwards."
— Director of IT & Digital · National Distributor · Electrical & Datacomm Wholesale
Read the full field report →
FIELD REPORT · 02 · MARKETING & BRAND FORENSICS
$4.2M ARR. Twelve staff.
The headcount a traditional firm would need: 35.
12
Internal staff (industry typical: 35+)
58%
Gross margin (industry: 30–35%)
4MTHS
Founding to $1M ARR
11DAYS
Median matter turnaround
A specialist marketing and brand forensics firm conceived to compete with Big Four advisory practices on speed, depth, and unit economics — without hiring 35 people to do it.
OKOVA-native from founding. No legacy to retrofit. The standard layer ran the business. A purpose-built vertical layer of six agents handled the forensic work itself — brief enrichment, specialist matching, report quality review, citation validation, confidentiality redaction, and deadline orchestration.
The Counsels run the adversarial review that, in a traditional firm, would be a quarterly off-site. The founders read them weekly.
"The Report Quality Sentinel is what we used to call a senior partner review. We don't have senior partners. We have CV-03."
- Co-Founder · Marketing & Brand Forensics Firm
Read the full field report →
05 · WHAT WE STAND FOR
Six principles. No exceptions.
01
Constitutional governance, not soft prompts
The rules that govern the Mesh are architecture, not suggestions. They encode your mission, your values, your non-negotiables, and your risk thresholds.
02
Audit first, always
Every decision OKOVA makes is recorded on the Ledger. Replayable. Attributable. Defensible. In a regulated sector, this is table stakes.
03
Data readiness before agency
No agent runs on unreliable data. The Seam exists to ensure the foundation is clean before anything is built on it. Garbage in, governance failure out.
04
The pattern is fractal
Every cluster inside OKOVA is itself a mesh. Every function can be expanded into its own deliberation stack. The architecture scales without losing coherence.
05
Humans steer. Agents operate.
The Helm is small by design. The decisions that genuinely need human judgement are fewer than most organisations believe. OKOVA surfaces exactly those decisions and nothing more.
06
Earned autonomy, not assumed
Trust is a mechanism, not a default. Autonomy thresholds rise automatically when outcomes match predictions and fall when they do not. The Ledger is what makes this possible.
START THE CONVERSATION
If you are building something that needs to run at scale
this is the conversation to have.
Valincore works with a small number of organisations at any one time. Founder-led, from first conversation through to deployment.