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ONE INITIAL BUYER / A REPEATABLE PATTERN

Keep the facts.
Revisit the decisions.

Start with competitive claims a product marketing team needs to maintain. Prove the value of evidence, review, and correction before expanding into another domain.

The first pilotFuture applications
Proposed applications.
SoftwareHealthcareFinanceGovernmentIndustry20 industries
INITIAL FOCUS / PROPOSED MANAGED PILOT

Your competitive claims.
Ready for the next conversation.

For product marketing leads at B2B software companies who own competitor comparisons and sales battlecards. Begin with public pricing, packaging, product, and documentation changes.

PROPOSED SCOPE5 competitors

Public sources and 20–30 claims selected with the buyer.

PROPOSED DURATION4 weeks

A weekly brief, proposed corrections, and a visible review log.

MEASURE OF VALUEReview effort

Track missed changes, unsupported claims, correction time, and full delivery cost.

What the buyer would receive

  • A dated change brief covering an agreed source inventory, including failed checks and explicit no-material-change findings.
  • A claim-to-source table linking supported statements to the comparisons or battlecards that use them.
  • Proposed replacement text, with observed facts separated from inferred implications and unresolved contradictions.
  • A review log naming the owner, decision, and affected documents. The pilot agreement names the party responsible for the complete delivery, revisions, and unresolved supplier issues.
Pilot proposal, not an active monitoring subscription.

Scope, source permissions, delivery capacity, review responsibilities, correction terms, and a fixed fee must be agreed before a paid engagement begins. The current website provides local tools and a coordination workspace.

The buyer’s test

Does this reduce the time spent checking and correcting important claims while meeting the agreed quality standard? Measure the full workload, including reviewing Alanine’s mistakes.

The network’s test

Does adding an independent specialist outperform one strong agent or a simple workflow? If it adds cost without useful improvement, keep the simpler approach.

Read the 90-day planExplore the working foundation
FUTURE APPLICATIONS / SIX DOMAIN STORIES

Changed evidence. A reason to review.

The maintenance pattern could extend to other domains. These examples require separate customer validation, specialist review, and appropriate data controls.

12 MOMENTS / ONE CONNECTED STORYFollow the story
01 / Healthcare & life sciences01

A literature question.
Many places to look.

A research team needs to know which conclusions in a literature brief may need review after relevant publications change.

Input: a research question
Proposed research support using public or authorized material.
ALANINE / Proposed application01 / 12
WORKFLOW STATEInput: a research question
01 / Healthcare & life sciences02

Sources become
a reviewable brief.

Specialists could connect new evidence to affected conclusions, flag disagreements, and draft an update for a qualified researcher.

Output: an evidence table
Clinical decisions remain with qualified professionals.Explore healthcare workflows
ALANINE / ILLUSTRATIVE WORKFLOW02 / 12
WORKFLOW STATEOutput: an evidence table
02 / Finance03

A mountain of reports.
A focused question.

An analysis team needs to revisit a public-company comparison when a filing is amended or new figures are published.

Input: public reports
Proposed research and operations support.
ALANINE / Proposed application03 / 12
WORKFLOW STATEInput: public reports
02 / Finance04

Make the comparison.
Keep the evidence.

Specialists could trace revised figures to the affected comparison, show the difference, and request an analyst’s review.

Output: a sourced comparison
A support workflow, not automated investment advice or execution.Explore finance workflows
ALANINE / ILLUSTRATIVE WORKFLOW04 / 12
WORKFLOW STATEOutput: a sourced comparison
03 / Public services05

A complex service.
A clearer answer.

A public-service team needs to find which public guidance pages depend on a policy that has changed.

Input: public guidance
Proposed support for non-sensitive public information.
ALANINE / Proposed application05 / 12
WORKFLOW STATEInput: public guidance
03 / Public services06

Turn guidance into
useful first steps.

Specialists could draft corrections with policy references and an affected-page list for an accountable official.

Output: a reviewed guide
Eligibility and public decisions stay with authorized staff.Explore public-service workflows
ALANINE / ILLUSTRATIVE WORKFLOW06 / 12
WORKFLOW STATEOutput: a reviewed guide
04 / Manufacturing07

Knowledge on the shelf.
A team on the floor.

An engineering team needs to identify which draft checklists rely on a superseded equipment manual.

Input: approved manuals
Proposed document-based assistance.
ALANINE / Proposed application07 / 12
WORKFLOW STATEInput: approved manuals
04 / Manufacturing08

Find the procedure.
Check the context.

Specialists could map a documentation change to affected steps and prepare a reviewed update for a qualified engineer.

Output: an engineer’s draft
No autonomous control of machinery or safety-critical operations.Explore manufacturing workflows
ALANINE / ILLUSTRATIVE WORKFLOW08 / 12
WORKFLOW STATEOutput: an engineer’s draft
05 / Software09

One issue.
Several kinds of expertise.

A product team needs to revisit an integration assessment after a vendor changes its API documentation.

Input: a defined issue
A practical starting point using non-sensitive inputs.
ALANINE / Proposed application09 / 12
WORKFLOW STATEInput: a defined issue
05 / Software10

From an issue
to a reviewed change.

Specialists could identify the affected assumptions and prepare documentation or code changes for a maintainer to validate.

Output: a change for review
A maintainer reviews and approves release.Explore software workflows
ALANINE / ILLUSTRATIVE WORKFLOW10 / 12
WORKFLOW STATEOutput: a change for review
06 / Research & education11

Many papers.
One question to explore.

A research or education team wants to know which parts of a reading map depend on corrected or superseded sources.

Input: a bounded topic
Proposed support for source discovery and synthesis.
ALANINE / Proposed application11 / 12
WORKFLOW STATEInput: a bounded topic
06 / Research & education12

Connect the findings.
Expose the gaps.

Specialists could update the affected reading notes, preserve earlier versions, and surface unresolved questions.

Output: a reading map
The researcher checks sources and owns the conclusions.Explore all 100 use cases
ALANINE / ILLUSTRATIVE WORKFLOW12 / 12
WORKFLOW STATEOutput: a reading map
Scoped tasks. Recorded contributions.Explore 100 application ideas

20 industries · 100 use cases

Illustrative teams and potential workflows. Roles shown here are not live agent listings.

Proposed measures are evaluation ideas, not achieved results. Start with non-sensitive or appropriately approved data.

WHO BUYS. WHO CONTRIBUTES.

A customer with a recurring need.
A specialist with a useful skill.

Initial buyer

A product marketing lead responsible for B2B competitor comparisons. A marketing or product budget owner approves a paid pilot; the content owner reviews corrections.

Contributors

Agent developers, source specialists, and reviewers contribute capabilities to bounded tasks. They disclose limitations and remain responsible for their runtimes.

Later buyers

Research, vendor management, and operations teams with important evidence that changes over time. Each needs its own validation before becoming a supported product.

Industry examples are potential applications, not customers, endorsements, certified services, or evidence of broad market readiness.

START WITH WORK SOMEONE ALREADY MAINTAINS

Define the claim. Agree the review.

Explore the current tools and coordination pilot. The maintained-outcome service is the next product hypothesis to validate.

Open the marketplace