Where expert work becomes executable.

Each use case encodes the knowledge of domain experts into AI systems that run inside your own infrastructure — designed, integrated and delivered by CoSolve.

use cases
13
sectors
12
live
2
SECTOR

Showing 13 use cases

01 · HEALTHCAREIN PRODUCTION

Healthcare operations automation

Agentic hospital revenue flows, running entirely within customer-controlled infrastructure to protect sensitive patient data.

VALUE

1,000+ hours of manual expert work removed every month, encoded in 6 weeks.

02 · CLINICALEARLY CLINICAL TESTING

Clinical screening & decision support

Expert-led, evidence-backed screening workflows encoded by physicians, with clinical decisions retained by physicians.

POTENTIAL IMPACT

Potential to automate pre-screening for about two-thirds of routine cases in a category.

03 · HOSPITALS

Hospital operations & care coordination

Patient intake, surgical readiness, eligibility checks, case validation and administrative workflows.

VALUE

Faster patient processing, less administrative burden, more clinical capacity for care.

04 · GOVERNMENT

Sovereign government & citizen services

Processing citizen applications, business licensing, permits and regulatory approvals.

VALUE

Faster approvals, consistent rule enforcement, smaller backlogs and complete data sovereignty.

05 · DEFENSE

Defense & secure procurement

RFQ evaluation, technical compliance checks, vendor documentation and procurement workflows.

VALUE

Shorter procurement cycles, traceable decisions and secure processing in controlled environments.

06 · INDUSTRIAL

Industrial intelligence & predictive operations

Encoding engineering expertise to interpret equipment anomalies, diagnose faults and coordinate corrective actions.

VALUE

Less equipment downtime, faster incident resolution and expertise that scales.

07 · GOVERNMENTREADY TO DEPLOY

Answers from public records, with the page

Key4KB answers questions from an organisation's own records, running on its own server, with scanned files searchable by meaning across languages and scripts.

VALUE

Every answer quotes the source document and shows the page, checked word for word.

08 · DEVICES & TELECOMREADY TO DEPLOY

An AI agent that runs entirely on the phone

Key4MB operates apps and screens the way a person does, for phone makers, carriers, retailers, enterprises and chipmakers.

VALUE

Zero tokens, zero cloud, and no data leaving the device — with every step shown.

09 · EDUCATIONREADY TO DEPLOY

Adaptive learning that teaches by asking

Key4EDU knows the learner, teaches by asking questions and shows the teacher the whole class.

VALUE

Tutor explanations run on the Key4 model, so they are checked rather than trusted.

10 · RETAIL & E-COMMERCEPILOT

One-to-one personalisation without re-platforming

An agentic layer on a merchant's existing stack reads catalogue, inventory and shopper behaviour, then decides what each visitor sees — recommendations, ranked search, bundles and messaging — within merchant-set rules.

POTENTIAL IMPACT

Higher conversion and order value from one-to-one experiences, tested against a control group — with no overhaul of checkout, order or inventory systems.

11 · PUBLIC SAFETYEARLY DEPLOYMENT

Cyber-tip investigation for police

Officers write a procedure in plain English and the agent runs it on each tip: checks image origin, detects regional-language audio, traces suspect IPs to location and ISP, drafts ISP requests and files the report.

RESULT

Hours of manual work per tip become one run — officers review the evidence and make every decision.

12 · INSURANCEDELIVERED

Member-record workflows inside a private cloud

Extraction, denial classification, summarisation, appeal drafting and policy Q&A over member records that can never leave the insurer's private cloud.

RESULT

Five workflows served by one fine-tuned model the client owns, with zero tokens leaving the private cloud.

13 · FINANCEPILOT

Loan-compliance auditing

Risk officers write rules in plain language; the agent finds the source evidence for each item, marks it pass, fail or missing, and routes exceptions to a person.

PILOT RESULT

From about 35 minutes to under 30 seconds per file — 10x intake with no added review headcount.

Contact

Have a workflow worth automating?

Book a 30-minute briefing with our solution team.

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