Operational mapping · Public safety
Putting the map to work.
C4V maps how your agency actually works — every workflow, system, handoff, and owner. The result: you see what AI can safely carry, what stays human, and where the time actually goes. Before you buy another system.
The premise
Context is the whole problem. The limit of what AI can do inside your agency is not the model — it is what the model knows about how your agency actually runs. That knowledge is in no vendor's training data, and in no demo. It lives in your people, your forms, and your exceptions. It is captured one way: by mapping the work.
01 / Evidence
Deployed in the real world.
Built where exceptions are normal
Not a slide deck. Each claim below is something built, fielded, or earned inside a working agency — under the constraints yours operates under.
Field-built
$9,000 → $1,000
A surveillance system reverse-engineered to a ninth of vendor cost. Fifty units fielded in two months — by the officer who owned the problem, not a contractor.
Operator, not vendor
23 years
Twenty-three years at the Broward Sheriff's Office — one of the largest accredited agencies in the nation, spanning Detention, Law Enforcement, Fire Rescue, and Community Control. We map the workflows we have personally owned.
The method
90 days
The retroactive shadow-pilot. Our AI runs across your historical records and produces what it would have produced — graded side by side by your own supervisors, before you commit to anything.
02 / The method
The map needs a system.
Map first · convert second
Every technology purchase an agency makes is a guess, because nobody mapped the workflows the technology is supposed to serve. Vendors build to their assumptions; the assumptions are wrong; the tools pile up and the paperwork stays. We map first, then convert — one workflow at a time, only the ones that score safe.
01 / Forward-deployed
Engineers on scene
Not a discovery call, not a survey. Our engineers work on site with your team — two weeks inside the building, plus public-records artifacts gathered before we arrive — to learn the mission, the workflows, and the exceptions nobody writes down.
On site · 2 weeks02 / Intake
Artifact intake
Historical exports, forms, policy manuals, spreadsheets, and the legacy systems nobody can query any more. Data your agency already owns, structured for the first time.
Nothing live · nothing CJI03 / Context
Organizational context
Every step gets an owner, a handoff, and a system attached to it — the actual path work takes, including the informal one that never appears on the org chart.
Owners · handoffs · exceptions04 / Ontology
One vocabulary
A single operational language, so a "report" means the same thing in Patrol, Records, and Detention. This is the step most vendors skip — and the reason their dashboards never match your reality.
Cross-division · standardized05 / Scoring
Score, then hand over
Every step is scored for automation readiness. Supervisors see the map; the commander gets the report — including the trend evidence a chief needs when requesting resources from elected officials.
Every step · scored06 / Governance
Governance built in
Tiered partitioning, provenance on every artifact, recall on demand, and a human signature at every gate. Governance is designed in from day one, not bolted on after the security review.
Provenance · recall · sign-off03 / Coverage
One map. Every division.
Mapped one workflow at a time
Deployed division by division, workflow by workflow — across every discipline a full-service agency actually runs, from the street to the detention floor to the fire ground.
01
Patrol & field ops
Reports · calls for service · briefings
02
Investigations
Case files · follow-ups · supplements
03
Records & public requests
Retention · redaction · audits
04
Communications & 911
Call intake · unit handoffs
05
Detention & corrections
Intake · classification · logs
06
Fire-Rescue & EMS
Incident reports · inspections
07
Community control
Caseloads · compliance · violations
08
Administration & training
Overtime · grants · certifications
04 / The scoring
We score the work before we touch it.
Score first · automate second
This is the line between us and vendors who promise automation without knowing your workflows. Some work stays human forever — and the map makes that visible instead of hidden.
Deterministic, low-sensitivity work. AI or code executes end to end; every output is logged and auditable.
Records intake · training scheduling · stat collation · report routing
AI produces the draft. A sworn supervisor reviews, edits, and signs. A human stays in the loop by design — nothing leaves the building without a signature.
Shift briefings · records responses · analysis commentary · after-action drafts
Legal, lethal, constitutional. Scored on the map so it is visible and supported — never automated.
Use of force · discipline · arrest decisions · testimony
3
Design partners, ever
$5–15K
Department mapping
$500–2,500/mo
Per workflow · cancel monthly
0
Connections to your live systems
05 / Security & frameworks
Built to the standard your IT review already uses.
Below the CJIS line by design
Complete control over your own data, full visibility into how it is used, and granular access controls — in an architecture designed to be reviewed, not taken on faith.
01 / Boundary
Nothing connects to production
Engagements work from historical artifacts your agency lawfully elects to share, and from public records. No live RMS, CAD, or LMS connection. No CJI. Administrative workflows only — which is why a department head can approve it without an RFP.
02 / Data protection
Partitioned by data tier
Code touches the raw export inside the boundary. AI models only ever receive derived aggregates — no names, no narratives, no PII. Least-privilege access, with role- and attribute-based controls, encryption in transit and at rest, and provenance logged for every artifact.
03 / Compliance
Controls mapped, not hand-waved
Architecture and controls are mapped to the CJIS Security Policy and the NIST Cybersecurity Framework — the two documents a public-safety security review actually cites. Every derived record carries clear lineage back to its source.
04 / Reliability & sign-off
Nothing executes unlogged
Every automated action carries an audit trail and an owner. A human signature gates anything that leaves the building. If a workflow fails, it fails back to your people — never silently into the record.
CJIS SECURITY POLICY
Controls mapped
NIST CSF 2.0
Controls mapped
NIST SP 800-53
Controls mapped
FIPS 140-2
Controls mapped
SOC 2 TYPE II
Roadmap · pre-CJI
ISO/IEC 27001
Roadmap
HIPAA
Scope · EMS / fire
STATE RETENTION
Scope · per-state
Operating principle
Move the computation to the data's tier. Never move the data across tiers.
Redaction is not a security model — one missed name in a narrative is a reportable breach. So we do not rely on it. Work is partitioned by data shape: code does the heavy lift against the raw export inside the boundary; AI only ever sees what is safe to leave.
The platforms already selling into this market hold SOC 2 Type II and ISO 27001 attestations. C4V does not yet. What we have today is a written control mapping, a boundary that never touches CJI, and a plain statement of exactly what is missing — sent to you before your review begins, not after it asks.
23Years in uniform
06 / The founder
Mapped from inside the agency, not from a sales deck.
Christian Silva — Founder, Forward-Deployed Engineer. Twenty-three years in law enforcement at the Broward Sheriff's Office, one of the largest accredited agencies in the nation, spanning the Department of Detention, Department of Law Enforcement, Fire Rescue, and Community Control. As an executive officer he reverse-engineered a $9,000 surveillance camera into a $1,000 three-camera mesh system and fielded fifty units in two months.
That same first-principles motion is now aimed at a bigger discovery: nobody has ever mapped how a police department actually works. C4V's mapping is done by someone who has owned the workflows being mapped — the forward-deployed engineer only this industry would let in the door.
Broward Sheriff's Office · 23 years · Executive officer
07 / Design partner program
Three agencies. One time.
Capped at three, ever
No cost, no procurement, and pricing on this page rather than behind a call. The fourth agency pays. Slots are capped at three design partners, permanently.
What your department gets
- A complete map of your department's workflows — every process, handoff, and system, scored for what AI can safely take off your people's plate and what stays human.
- A retroactive shadow-pilot. We run our AI over ~90 days of your historical records and show you, side by side, what it would have produced versus what it actually cost your people — graded by your own supervisors.
- One working workflow tool, built, operating, and yours to keep.
What C4V asks
- A signed design-partner MOU.
- Access to observe current workflows and receive historical artifacts — nothing live, nothing CJIS.
- ~1 hour per week with the personnel who own the workflows; supervisors grade the AI's outputs.
- A case study and reference when it works, and a letter of intent to convert at the pricing below when your budget cycle allows.
$5–15K
Department mapping engagement · one time
$500–2,500/mo
Per workflow operated · cancel monthly
08 / Questions
The questions a review will ask.
Are you asking us to replace our CAD or RMS?
Does this touch our RMS, CAD, or records system?
What about data locked inside systems we no longer use?
Do you need access to criminal justice information?
What does it actually cost?
Will this replace officers or civilian staff?
How fast can we see something real?
What do you provide for a security review?
Start here
Put the map to work in your agency.
Three design-partner slots, capped permanently. You get pricing, scope, and the security posture in writing before anyone asks for a meeting — because when a chief goes to elected officials for resources, "because I said so" is not an argument. A map is.
Or write directly — code4vectors@gmail.com