Capabilities

Which valuable business outcome needs to improve next?

A business capability is the reliable ability to achieve a valuable class of outcomes under stated conditions. Skills, tools, knowledge, intelligence, people, and processes are ingredients. Their existence does not prove the capability. Repeated outcome evidence does.

Choose the outcome

If you need to…	Start with…	Human judgment that remains central
help the right people discover a valuable offer	Customer Advertising	who deserves attention and what may truthfully be promised
turn attention into informed trust	Customer Marketing	audience, meaning, claims, consent, and stop decisions
decide what a fair value exchange is worth	Customer Pricing	value, affordability, trade-offs, and accepted risk
turn justified trust into commitment	Customer Sales	fit, terms, consequence, and whether to proceed
keep the promise and improve the customer's progress	Customer Success	whether the beneficiary improved and what repair is owed
create and test a better product or service	Product Innovation	which problem matters and what evidence warrants investment
produce the promised value reliably	Production	acceptable quality, exception ownership, and release
know financial reality and allocate finite resources	Finance	commitments, runway, risk, and allocation priorities
support people and organise accountable work	People	dignity, role authority, development, and fair consequence
manage property decisions and obligations	Property	suitability, stewardship, liability, and long-term value
govern obligations, rights, and acceptable exposure	Legal	legal judgment, consent, liability, and escalation
make technology enable the work reliably	Technology	architecture, security, reversibility, and accepted risk

Choose one row. Name the beneficiary, desired change, accountable human, and evidence that could change the next decision. Only then select a process, agent, skill, or tool.

Trace the capability

valuable outcome
→ accepted job
→ human authority and AI boundary
→ knowledge and method
→ action and output
→ observed outcome
→ evidence
→ learning

The Capability System explains how human capability, agent work, and business demand meet. Use the business flows when the problem crosses functions or hand-offs.

The first missing connection is the next capability gap. Do not hide it behind activity, software, or a maturity label.

Worked example: agent discovery is not agent action

A business may publish an agent-readable knowledge card. That can make its purpose and public knowledge discoverable. It does not make the business callable.

A real action capability also needs an implemented route, authority checks, bounded inputs and outputs, and an exercised receipt. If an advertised schema or service cannot be reached, repair the claim before adding another surface. Use Agent Intent Optimisation to test discovery, interpretation, actionability, and verification separately.

Do it now

Pick one outcome from the table. Write:

1. the beneficiary and valuable change;
2. the recurring job that could produce it;
3. the decision only an accountable human may make;
4. the bounded work an agent or tool may perform;
5. the observation that would support, weaken, or stop the approach.

If any answer is unknown, keep it visible. The exercise succeeds when you can name the first missing connection without buying a tool or inventing proof.

Context

• depends-on Business — choose the rightful business decision before selecting machinery.
• applies-to Business Flows — trace cross-functional value and hand-offs after choosing the outcome.
• pairs-with Capability System — connect human judgment, agent work, and outcome evidence.
• proved-by Credibility — keep tests, predictions, and market evidence distinct.

Questions

Next question: Which missing connection prevents one important business outcome from improving reliably?

• What judgment must remain human-owned?
• What evidence would make you stop rather than automate more?